diff --git a/dashboard/site/dashboard-fragments/immediate-profile.json b/dashboard/site/dashboard-fragments/immediate-profile.json
index 886f0a343..4bce4688b 100644
--- a/dashboard/site/dashboard-fragments/immediate-profile.json
+++ b/dashboard/site/dashboard-fragments/immediate-profile.json
@@ -1,6 +1,6 @@
 {
   "description": "Inspect bounded recent gh-aw logs and available rich evidence without a control-plane installation. Missing evidence remains unknown; native maintenance requires trusted terminal approval.",
-  "audited-dashboard-sha256": "5dd8b4ff57b737ecd5df75a069b50af7485839f782e49d2f0922ed8f31f161c8",
+  "audited-dashboard-sha256": "47dea1242ac5cdf490e1a61c8bad1da9849501e98581fcddbfad273553eb5eb7",
   "include-experimental-pages": true,
   "excluded-pages": [
     "wizard", "governance", "configuration", "indexing",
diff --git a/dashboard/site/dashboard-fragments/overview.json b/dashboard/site/dashboard-fragments/overview.json
index 2d35b453e..07d94bbf9 100644
--- a/dashboard/site/dashboard-fragments/overview.json
+++ b/dashboard/site/dashboard-fragments/overview.json
@@ -194,8 +194,8 @@
     },
     {
       "name": "overview-value-station",
-      "subject": "Present the observed grader-result count as the legacy Value gains counter.",
-      "objective": "Restore the Value gains counter while making its observation-count semantics explicit.",
+      "subject": "Present the observed grader-result count separately from repository Value.",
+      "objective": "Label grader observations honestly without implying verified outcome gains.",
       "acceptance": "The count matches overview-value-summary, including zero; grader presence is not proof of improvement and unavailable evidence is not zero.",
       "from": "overview-value-summary",
       "compute": [
@@ -275,7 +275,7 @@
     },
     {
       "name": "overview-factory-status",
-      "subject": "Classify the factory heading from compact run and optional value evidence.",
+      "subject": "Classify the factory heading from compact run and optional grader observations.",
       "objective": "Provide a bounded Overview heading based on observed run counts and optional grader-record presence.",
       "acceptance": "The heading matches the declared run-count and optional grader-presence branches; grader presence is not verified value, and the heading does not authorize any policy change.",
       "from": "overview-run-status-input",
@@ -426,7 +426,7 @@
               "field": "has-value-gains"
             },
             {
-              "value": "Your factory is delivering value."
+              "value": "Your factory has grader observations."
             },
             {
               "field": "active-heading"
diff --git a/dashboard/site/src/agent/catalog.generated.json b/dashboard/site/src/agent/catalog.generated.json
index 5ee9ac982..d71ce4a7d 100644
--- a/dashboard/site/src/agent/catalog.generated.json
+++ b/dashboard/site/src/agent/catalog.generated.json
@@ -12829,8 +12829,8 @@
     },
     {
       "id": "overview-value-station",
-      "subject": "Present the observed grader-result count as the legacy Value gains counter.",
-      "objective": "Restore the Value gains counter while making its observation-count semantics explicit.",
+      "subject": "Present the observed grader-result count separately from repository Value.",
+      "objective": "Label grader observations honestly without implying verified outcome gains.",
       "acceptance": "The count matches overview-value-summary, including zero; grader presence is not proof of improvement and unavailable evidence is not zero.",
       "description": "",
       "parameters": [],
@@ -12888,7 +12888,7 @@
     },
     {
       "id": "overview-factory-status",
-      "subject": "Classify the factory heading from compact run and optional value evidence.",
+      "subject": "Classify the factory heading from compact run and optional grader observations.",
       "objective": "Provide a bounded Overview heading based on observed run counts and optional grader-record presence.",
       "acceptance": "The heading matches the declared run-count and optional grader-presence branches; grader presence is not verified value, and the heading does not authorize any policy change.",
       "description": "",
diff --git a/dashboard/site/src/agent/queries.generated.json b/dashboard/site/src/agent/queries.generated.json
index f80927ce3..0736114f0 100644
--- a/dashboard/site/src/agent/queries.generated.json
+++ b/dashboard/site/src/agent/queries.generated.json
@@ -1 +1 @@
-[{"name":"command-queue","subject":"Show the durable local CLI command queue.","objective":"Inspect command lifecycle and reconnect to output without rerunning work.","acceptance":"Preserve persistent command IDs and all six server states; closing output never cancels execution. Unavailable local authority is not an empty queue.","from":"cli-commands","compute":[{"as":"command-action","function":"coalesce","args":[{"field":"actionId"},{"value":""}]},{"as":"command-title","function":"coalesce","args":[{"field":"command"},{"field":"actionId"}]},{"as":"command-target","function":"coalesce","args":[{"field":"repository"},{"field":"campaign"},{"field":"package-source"},{"value":"Local control repository"}]},{"as":"command-created-at","function":"coalesce","args":[{"field":"createdAt"},{"value":null}]},{"as":"command-href","function":"concat","args":[{"value":"#page-command?command="},{"field":"id"}]},{"as":"command-dashboard-link","function":"dashboard-link","args":[{"value":""},{"field":"command-href"},{"field":"command-title"},{"field":"id"}]}]},{"name":"event-base","subject":"Project shared event fields before combining run-owned records.","objective":"Provide the narrow retained event evidence needed for inspection and run import-coverage analysis.","acceptance":"The result unions retained audit, domain, tool, and issue records with their available run identity; an empty or unavailable preview cannot establish zero source activity or complete import coverage.","from":"audits","union":["domains","tools","issues"],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"event"},{"field":"event-source"},{"field":"event-type"},{"field":"event-summary"},{"field":"event-status"},{"field":"github-entity-type"},{"field":"safe-output-type"},{"field":"safe-output-url"},{"field":"correlation-id"},{"field":"implementation-pull-request-url"},{"field":"event-timestamp"},{"field":"run-link"}]},{"name":"audit-event-runs","subject":"Count imported audit records per run before combining event sources.","objective":"Bound audit evidence for run import-coverage analysis.","acceptance":"Count only retained audit records with event identity by run attempt; missing evidence does not establish zero activity.","from":"audits","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"domain-event-runs","subject":"Count imported domain records per run before combining event sources.","objective":"Bound domain evidence for run import-coverage analysis.","acceptance":"Count only retained domain records with event identity by run attempt; missing evidence does not establish zero activity.","from":"domains","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"tool-event-runs","subject":"Count imported tool records per run before combining event sources.","objective":"Bound tool evidence for run import-coverage analysis.","acceptance":"Count only retained tool records with event identity by run attempt; missing evidence does not establish zero activity.","from":"tools","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"issue-event-runs","subject":"Count imported issue records per run before combining event sources.","objective":"Bound issue evidence for run import-coverage analysis.","acceptance":"Count only retained issue records with event identity by run attempt; missing evidence does not establish zero activity.","from":"issues","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"event-runs","subject":"Identify each workflow run that has one or more imported run-owned records.","objective":"Identify run attempts with retained imported records so their presence can be compared with observed runs.","acceptance":"One row per organization, repository, workflow, run, and attempt contains events, the count of matching retained records; no row in an available result does not prove that no event was produced.","description":"Distinct workflow runs represented by imported domain, tool, audit, or issue records.","from":"audit-event-runs","union":["domain-event-runs","tool-event-runs","issue-event-runs"],"aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"events","as":"events","reducer":"sum"}]}},{"name":"run-import-status","subject":"Identify observed runs that have one or more imported run-owned records.","objective":"Compare observed run attempts with retained run-owned event evidence to locate import-coverage gaps for investigation.","acceptance":"Keep each observed run and its run-attempt identity; imported-event-count is zero and imported is false without a matching retained event, but missing events alone do not establish an ingestion failure.","description":"Observed runs enriched with imported-record status.","from":"runs","joins":[{"source":"event-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"events","as":"imported-events"}]}],"compute":[{"as":"imported-event-count","function":"coalesce","args":[{"field":"imported-events"},{"value":0}]},{"as":"imported","function":"greater-than","args":[{"field":"imported-event-count"},{"value":0}]}]},{"name":"workflow-run-totals","subject":"Summarize observed run counts and imported runs by declared workflow.","objective":"Compare observed run attempts, conclusions, and imported-record coverage for each workflow.","acceptance":"Group by organization, repository, and workflow; report distinct run-attempt totals, successful and failed conclusion counts, and imported-run totals only from retained evidence. Missing run records cannot establish zero execution.","description":"Observed run and imported-run totals for each declared workflow.","from":"run-import-status","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"run-conclusion","as":"successful-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","equals":"success"}]}},{"field":"run-conclusion","as":"failed-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","in":["failure","startup-failure","stale","timed-out"]}]}},{"field":"imported","as":"imported-runs","reducer":"sum"}]}},{"name":"workflow-aic-run-totals","subject":"Summarize observed run attempts and AI Credits for workflow cost comparison.","objective":"Count retained run attempts and recorded AI Credits without loading imported-event coverage.","acceptance":"Count all distinct retained run attempts, but include only positive recorded AIC in cost totals and cost denominators; zero and missing telemetry cannot skew cost averages.","from":"runs","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"run-attempt-identity","as":"aic-runs","reducer":"distinct-count","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}}]}},{"name":"workflow-aic-totals","subject":"Summarize observed AI Credit usage by declared workflow.","objective":"Expose retained AI Credit consumption per workflow for bounded cost review alongside observed execution.","acceptance":"Sum only positive recorded aic-total by organization, repository, and workflow; exclude zero and missing costs rather than treating them as free execution.","description":"Observed AI Credit totals for each declared workflow.","from":"workflow-aic-run-totals","filter":{"predicates":[{"field":"aic-runs","gte":1}]},"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"aic"},{"field":"aic-runs"}]},{"name":"mcp-tool-workflow-totals","subject":"Summarize observed MCP calls by tool and workflow before the tool inventory is materialized.","objective":"Keep MCP inventory intermediates bounded without dropping calls or changing byte totals.","acceptance":"Count retained observation identities and sum request and response bytes per server, tool, and workflow; retain safe-output-server classification for downstream exclusion.","from":"mcp-calls","compute":[{"as":"safe-output-server","function":"equals-any","args":[{"field":"mcp-server"},{"value":"safe_outputs"},{"value":"safeoutputs"}]},{"as":"mcp-tool-label","function":"concat","args":[{"field":"mcp-server"},{"value":"/"},{"field":"mcp-tool"}]},{"as":"workflow-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["safe-output-server","mcp-tool-label","mcp-server","mcp-tool","workflow-key"],"values":[{"field":"mcp-observation","as":"calls","reducer":"count"},{"field":"request-bytes","as":"request-bytes","reducer":"sum"},{"field":"response-bytes","as":"response-bytes","reducer":"sum"}]}},{"name":"mcp-tool-calls","subject":"Prepare MCP tool calls for aggregation with safe-output-server calls identified for downstream exclusion.","objective":"Identify retained MCP call labels and safe-output-server classification for downstream tool-use investigation.","acceptance":"Preserve each retained call with its workflow key and tool label and mark safe-output-server calls explicitly; downstream exclusion must not be mistaken for absence of those calls or complete tool telemetry.","description":"Observed MCP tool calls labeled with whether they belong to the internal safe outputs server.","from":"mcp-calls","compute":[{"as":"safe-output-server","function":"equals-any","args":[{"field":"mcp-server"},{"value":"safe_outputs"},{"value":"safeoutputs"}]},{"as":"mcp-tool-label","function":"concat","args":[{"field":"mcp-server"},{"value":"/"},{"field":"mcp-tool"}]},{"as":"workflow-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}]},{"name":"issue-safe-outputs","subject":"List retained GitHub issue safe outputs.","objective":"Inspect retained issue safe outputs and their observed closure state before deciding which items need follow-up.","acceptance":"Include only safe_output.result issue records, not pull requests; preserve issue and run links, timestamps, state, and status detail. Unknown or unobserved closure state must not be presented as closed.","description":"Issue-only projection of retained safe-output items.","from":"issues","filter":{"predicates":[{"field":"event-type","equals":"safe_output.result"},{"field":"is-pull-request","equals":false}]},"joins":[{"source":"runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"run-link","as":"linked-run"}]}],"compute":[{"as":"_issue-state-open","function":"equals-any","args":[{"field":"issue-state"},{"value":"OPEN"}]},{"as":"_issue-state-closed","function":"equals-any","args":[{"field":"issue-state"},{"value":"CLOSED"}]},{"as":"_issue-open-status","function":"if","args":[{"field":"_issue-state-open"},{"value":"Open"},{"value":"Unknown"}]},{"as":"issue-status","function":"if","args":[{"field":"_issue-state-closed"},{"value":"Closed"},{"field":"_issue-open-status"}]},{"as":"_issue-closing-reason","function":"coalesce","args":[{"field":"issue-state-reason"},{"value":"unknown"}]},{"as":"_issue-closing-reason-normalized","function":"lower","args":[{"field":"_issue-closing-reason"}]},{"as":"issue-closing-status","function":"title-case","args":[{"field":"_issue-closing-reason-normalized"}]},{"as":"_issue-closed-status-detail","function":"concat","args":[{"value":"Closed: "},{"field":"issue-closing-status"}]},{"as":"issue-status-detail","function":"if","args":[{"field":"_issue-state-closed"},{"field":"_issue-closed-status-detail"},{"field":"issue-status"}]}],"select":[{"field":"event-timestamp","as":"observed-at"},{"field":"github-entity-type"},{"field":"is-pull-request"},{"field":"safe-output-type"},{"field":"issue-state"},{"field":"issue-closed"},{"field":"issue-state-reason"},{"field":"issue-status"},{"field":"issue-closing-status"},{"field":"issue-status-detail"},{"field":"issue-closed-at"},{"field":"issue-status-observed-at"},{"field":"event-summary"},{"field":"correlation-id","as":"entity-url"},{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"linked-run","as":"run-link"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"entity-url","direction":"asc"}]},{"name":"issue-safe-output-label-options","subject":"List observed safe-output badges for the issue list Labels filter.","objective":"Choose retained safe-output types without scanning or filtering presented cards.","acceptance":"Return distinct observed badge values in ascending order; missing evidence is not an empty label inventory.","from":"issue-safe-outputs","aggregate":{"by":["safe-output-type"],"values":[{"field":"entity-url","as":"items","reducer":"count"}]},"order-by":[{"field":"safe-output-type","direction":"asc"}]},{"name":"issue-status-label-options","subject":"List observed status badges for the issue list Status filter.","objective":"Choose retained issue states and closing reasons without inferring resolution.","acceptance":"Return distinct observed status details in ascending order; Unknown remains distinct from Open and Closed.","from":"issue-safe-outputs","aggregate":{"by":["issue-status-detail"],"values":[{"field":"entity-url","as":"items","reducer":"count"}]},"order-by":[{"field":"issue-status-detail","direction":"asc"}]},{"name":"issue-repository-totals","subject":"Rank the ten repositories with the most retained GitHub issue safe outputs.","objective":"Locate repositories with the largest observed issue-safe-output volume for a bounded review of linked records.","acceptance":"Return at most ten repository coordinates ordered by retained issue-record count; ties or missing issue evidence must not imply a complete fleet ranking or unique issue count.","description":"Top repositories by retained issue safe-output count.","from":"issue-safe-outputs","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]}],"aggregate":{"by":["repository-coordinate"],"values":[{"field":"entity-url","as":"issues","reducer":"count"}]},"order-by":[{"field":"issues","direction":"desc"},{"field":"repository-coordinate","direction":"asc"}],"limit":10},{"name":"campaign-import-audit-count","subject":"Count retained audit identities for campaign inventory source quality.","objective":"Retain audit provenance without reconstructing run coverage.","acceptance":"Count canonical audit IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"audits","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-domain-count","subject":"Count retained domain identities for campaign inventory source quality.","objective":"Retain domain provenance without reconstructing run coverage.","acceptance":"Count canonical domain IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"domains","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-tool-count","subject":"Count retained tool identities for campaign inventory source quality.","objective":"Retain tool provenance without reconstructing run coverage.","acceptance":"Count canonical tool IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"tools","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-issue-count","subject":"Count retained issue identities for campaign inventory source quality.","objective":"Retain issue provenance without reconstructing run coverage.","acceptance":"Count canonical issue IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"issues","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-workflow-import-evidence","subject":"Compose retained import-source quality for campaign workflow execution totals.","objective":"Preserve all four import dependencies without counting unused per-run or per-workflow coverage.","acceptance":"Compose audit, domain, tool, and issue availability, freshness, and completeness exactly as event-runs. The retained-record count carries source quality only; it is not displayed or used as horizon-specific import coverage, executions, or outcomes. Run and AI Credit totals retain their selected horizon.","from":"campaign-import-audit-count","union":["campaign-import-domain-count","campaign-import-tool-count","campaign-import-issue-count"],"time":{"range":"all"},"compute":[{"as":"import-scope","function":"literal","args":[{"value":"retained"}]}],"aggregate":{"by":["import-scope"],"values":[{"field":"records","as":"events","reducer":"sum"}]}},{"name":"campaign-workflow-execution-base","subject":"Summarize retained run attempts and AI Credits before campaign workflow enrichment.","objective":"Read run identity and recorded AI Credits together instead of enriching every run with import status.","acceptance":"Count distinct run-attempt identities and sum aic-total per organization, repository, and workflow; missing retained evidence is not proof of no execution or cost.","from":"runs","compute":[{"as":"import-scope","function":"literal","args":[{"value":"retained"}]},{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["organization","repository","workflow","import-scope"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"aic-total","as":"aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}}]}},{"name":"campaign-workflow-execution-totals","subject":"Attach retained import-evidence quality to compact workflow execution totals.","objective":"Preserve the public inventory's run and import availability composition after aggregating run evidence.","acceptance":"Keep runs and AI Credits unchanged; unavailable run evidence fails closed and optional import evidence degrades quality exactly as in run-import-status.","description":"Only source quality is consumed from import evidence. Join its compact retained-source summary after run aggregation; do not build unused run-level import coverage or change horizon-specific execution totals.","from":"campaign-workflow-execution-base","joins":[{"source":"campaign-workflow-import-evidence","type":"left","on":[{"left":"import-scope","right":"import-scope"}],"fields":[{"field":"events","as":"imported-events"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"runs"},{"field":"aic"}]},{"name":"campaign-workflow-declarations","subject":"Project reusable campaign workflow declarations without execution evidence.","objective":"Share declaration display fields between structural topology and execution inventory without joining runs or import evidence.","acceptance":"Preserve raw organization, repository, workflow and declaration fields for joins. Select orchestrator and worker roles once, retaining inactive and unknown declarations; only list consumers select active entries. Display defaults and repository links do not establish execution, enrollment or authority.","from":"workflows","filter":{"predicates":[{"field":"workflow-role","in":["orchestrator","worker"]}]},"compute":[{"as":"repository-slug","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"declared-mode","function":"coalesce","args":[{"field":"rollout-mode"},{"value":"unknown"}]},{"as":"declared-registration","function":"coalesce","args":[{"field":"workflow-active"},{"value":"unknown"}]},{"as":"campaign-title","function":"title-case","args":[{"field":"campaign"}]},{"as":"campaign-display-name","function":"coalesce","args":[{"field":"campaign-name"},{"field":"campaign-title"},{"value":"Repository-owned"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"encoded-repository","function":"url-encode","args":[{"field":"repository-slug"}]},{"as":"repository-dashboard-href","function":"concat","args":[{"value":"#page-repository-detail?repository="},{"field":"encoded-repository"}]},{"as":"repository-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"repository-slug"},{"value":" repository dashboard"}]},{"as":"repository-dashboard-link","function":"dashboard-link","args":[{"field":"repository-link"},{"field":"repository-dashboard-href"},{"field":"repository-dashboard-label"},{"field":"repository-slug"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"campaign"},{"field":"campaign-name"},{"field":"workflow-name"},{"field":"workflow-role"},{"field":"rollout-mode"},{"field":"workflow-active"},{"field":"repository-link"},{"field":"workflow-link"},{"field":"repository-slug"},{"field":"declared-mode"},{"field":"declared-registration"},{"field":"campaign-display-name"},{"field":"workflow-display-name"},{"field":"repository-dashboard-link"}]},{"name":"campaign-workflow-inventory","subject":"Project declared campaign workflows with lean execution and configuration evidence.","objective":"Provide campaign totals and lists from shared declarations with separate execution and import-quality evidence.","acceptance":"Keep all declared orchestrators and workers, including inactive and unobserved entries; preserve inventory ordering, configuration defaults, execution totals, and import-evidence quality.","description":"Lean campaign inventory with execution totals that retain the public workflow inventory's evidence-quality dependencies.","from":"campaign-workflow-declarations","joins":[{"source":"campaign-workflow-execution-totals","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"runs","as":"observed-runs"},{"field":"aic","as":"observed-aic"}]}],"compute":[{"as":"total-runs","function":"coalesce","args":[{"field":"observed-runs"},{"value":0}]},{"as":"total-aic","function":"coalesce","args":[{"field":"observed-aic"},{"value":0}]}],"select":[{"field":"campaign"},{"field":"campaign-name"},{"field":"organization"},{"field":"repository-slug","as":"repository"},{"field":"workflow"},{"field":"workflow-name"},{"field":"workflow-role"},{"field":"declared-mode","as":"rollout-mode"},{"field":"declared-registration","as":"workflow-active"},{"field":"total-runs","as":"runs"},{"field":"total-aic","as":"aic"},{"field":"repository-link"},{"field":"workflow-link"},{"field":"campaign-display-name"},{"field":"workflow-display-name"},{"field":"repository-dashboard-link"}],"order-by":[{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"workflow-inventory","subject":"List declared workflows with their campaign, repository, configuration, and observed execution totals.","objective":"Compare declared workflow configuration with retained run, import-coverage, and AI Credit evidence to select a workflow for closer inspection.","acceptance":"Keep one row per declared workflow with identity, role, mode, registration, links, observed totals, and ingestion indicator; zero joined totals and missing evidence must not be treated as proof of no execution or complete ingestion.","description":"Central campaign and repository-owned workflow inventory with observed execution 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organization, repository, and workflow; a missing group indicates no retained matching run in the available horizon, not proof of no executions.","description":"One row per organization, repository, and workflow with retained Run counts, safe to join without row multiplication.","from":"overview-runs","aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run","as":"observed-run-count","reducer":"count"}]}},{"name":"campaign-active-orchestrator-run-presence","subject":"Count retained Runs for each active campaign orchestrator in the selected horizon.","objective":"Compare active orchestrator declarations with retained run observations to identify missing visibility.","acceptance":"Keep only workflows declared active with orchestrator role and expose their identity, runtime repository, and observed-run-count; a zero joined count means no retained match, not necessarily a stopped schedule.","description":"Active campaign orchestrators annotated with retained Run 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requests occurred.","description":"Distinct runs and accepted and blocked request totals by firewall domain.","from":"firewall-observations","filter":{"predicates":[{"field":"decision","in":["allowed","denied"]}]},"aggregate":{"by":["domain"],"values":[{"field":"run","as":"run","reducer":"distinct-count"},{"field":"request-count","as":"accepted","reducer":"sum","filter":{"predicates":[{"field":"decision","equals":"allowed"}]}},{"field":"request-count","as":"blocked","reducer":"sum","filter":{"predicates":[{"field":"decision","equals":"denied"}]}}]},"order-by":[{"field":"blocked","direction":"desc"},{"field":"accepted","direction":"desc"},{"field":"domain","direction":"asc"}]},{"name":"firewall-most-blocked-domains","subject":"Highlight the domains with the most blocked firewall requests.","objective":"Prioritize up to ten observed domains by blocked request total for investigation.","acceptance":"Rank by observed blocked totals and inspect underlying domain/workflow evidence before deciding whether a block needs attention; the ranking is not a policy authorization or an incidence rate.","description":"The ten domains with the highest observed blocked request totals.","from":"firewall-domain-totals","order-by":[{"field":"blocked","direction":"desc"},{"field":"domain","direction":"asc"}],"limit":10},{"name":"firewall-domain-workflows","subject":"Show workflows that allowed or blocked requests to each observed firewall domain.","objective":"Locate which observed workflows contributed accepted or denied requests for a domain.","acceptance":"Preserve workflow scope, source link, distinct runs, and native accepted and blocked totals; investigate the run and egress context rather than assuming a denied request is a failure or grounds for wider access.","description":"Workflow-level accepted and blocked request totals by firewall 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do not fabricate sub-day totals or missing days.","from":"daily-run-counts","compute":[{"as":"day-midnight","function":"concat","args":[{"field":"day"},{"value":"T00:00:00Z"}]},{"as":"day-ms","function":"timestamp","args":[{"field":"day-midnight"}]},{"as":"start-ms","function":"timestamp","args":[{"context":"time-start"}]},{"as":"end-ms","function":"timestamp","args":[{"context":"time-end"}]},{"as":"before-start","function":"greater-than","args":[{"field":"start-ms"},{"field":"day-ms"}]},{"as":"before-end","function":"greater-than","args":[{"field":"end-ms"},{"field":"day-ms"}]}]},{"name":"repository-observed-run-counts","subject":"Count observed logical Runs by repository from persistent daily buckets.","objective":"Supply the run-volume chart without computing activity health, ingestion coverage, or workflow costs.","acceptance":"Sum daily totals, not attempts or retained detail. 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Dates use UTC run start; undated evidence is incomplete and missing projection is unavailable. 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missing fields stay unknown and a recorded disposition is not independently verified operational impact.","from":"outcomes","select":[{"field":"safe-output"},{"field":"run"},{"field":"outcome-title"},{"field":"outcome-number"},{"field":"outcome-category"},{"field":"outcome-status"},{"field":"outcome-state"},{"field":"outcome-summary"},{"field":"published-at"},{"field":"observed-at"},{"field":"rollout-mode"},{"field":"workflow"},{"field":"workflow-name"},{"field":"workflow-link"},{"field":"external-link"},{"field":"issue-link"},{"field":"pull-request-link"},{"field":"run-link"}]},{"name":"entity-runs","subject":"Project run entities for reusable run cards and workflow drill-down.","objective":"Expose retained run-attempt identity, execution timing, conclusion, and link for a bounded workflow-run inspection.","acceptance":"Keep organization, repository, workflow, run and attempt with status, conclusion, event, branch, duration, timestamps, and run link; missing timing or conclusion remains unknown rather than inferred success.","from":"runs","select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"target-repository"},{"field":"run"},{"field":"run-attempt"},{"field":"run-title"},{"field":"run-status"},{"field":"run-conclusion"},{"field":"event"},{"field":"branch"},{"field":"duration"},{"field":"started-at"},{"field":"ended-at"},{"field":"run-link"}],"order-by":[{"field":"started-at","direction":"desc"}]},{"name":"workflow-runs","subject":"Project canonical runs into route-addressable workflow run evidence.","objective":"Trace retained runs and recorded failure evidence for a selected workflow route.","acceptance":"Preserve workflow route, run identity, timing, recorded Actions minutes and AI Credits, status, conclusion, failure fields, mode, engine/model metadata, and run link; 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Interval measurements are not snapshots or cumulative accepted contributions.","from":"workflow-value-measurements","time":{"range":"all"},"compute":[{"as":"measurement-marker","function":"literal","args":[{"value":1}]},{"as":"measurement-missing","function":"equals-any","args":[{"field":"value"},{"value":null}]},{"as":"known-measurement","function":"concat","args":[{"field":"value"},{"value":" "},{"field":"metric-unit"}]},{"as":"measurement-label","function":"if","args":[{"field":"measurement-missing"},{"value":"Not measured"},{"field":"known-measurement"}]},{"as":"measurement-context","function":"concat","args":[{"field":"repository"},{"value":" · "},{"field":"workflow-name"}]}]},{"name":"value-measurement-order","subject":"Latest assessment of each workflow measure, including unavailable assessments.","objective":"Do not let an older numeric value hide a newer incomplete period.","acceptance":"Choose latest cutoff and assessment before considering value or coverage; preserve evaluator digest.","from":"value-measurement-facts","window":[{"operation":"change","field":"measurement-marker","as":"older-measurement","mode":"absolute","groupby":["repository","workflow-route","workflow-slug","campaign","value-id"],"order-by":[{"field":"window-end","direction":"desc"},{"field":"observed-at","direction":"desc"}]}]},{"name":"value-current-measurements","subject":"Latest native primary measurements, separately from event-ledger reports.","objective":"Expose ordinary reviewed batch results on the same Value surface.","acceptance":"Do not infer healthy outcomes, accepted implementations or complete coverage from a non-null value.","from":"value-measurement-order","filter":{"predicates":[{"field":"older-measurement","equals":"unknown"},{"field":"metric-role","equals":"primary"}]}},{"name":"value-evidence-facts","subject":"Published original evidence for frozen workflow value contracts.","objective":"Keep report identity, target repository, workflow and capture together.","acceptance":"Read canonical evidence only. No GitHub acquisition, HTML loading or fabricated evidence on navigation.","from":"operational-value-evidence","time":{"range":"all"}},{"name":"value-contracts","subject":"One retained contract per repository, workflow and versioned native measure.","objective":"Compute each report independently before selecting current workflow results.","acceptance":"Preserve separate versions and exact report identity. Latest-version selection belongs to the workflow result query.","from":"value-evidence-facts","filter":{"predicates":[{"field":"fact-kind","equals":"contract"}]},"compute":[{"as":"report-marker","function":"literal","args":[{"value":1}]}]},{"name":"value-measurement-captures","subject":"Accepted complete native batch assessments, separately from collection decisions.","objective":"Expose actual retained capture clocks without advancing them on failure or partial data.","acceptance":"Only mature complete non-null primary assessments establish an accepted capture; zero remains valid.","from":"value-measurement-facts","filter":{"predicates":[{"field":"metric-role","equals":"primary"},{"field":"measurement-missing","equals":false},{"field":"coverage-status","equals":"complete"},{"field":"maturity-status","equals":"matured"}]},"compute":[{"as":"report-marker","function":"literal","args":[{"value":1}]}],"select":[{"field":"workflow-route"},{"field":"observed-at"},{"field":"window-end"},{"field":"id","as":"capture-id"},{"field":"report-marker"}]},{"name":"value-contract-captures","subject":"Original capture clocks from accepted rich evidence packets.","objective":"Align capture metadata without merging measured populations.","acceptance":"This union is capture metadata only, never combined metric totals.","from":"value-contracts","select":[{"field":"workflow-route"},{"field":"observed-at"},{"field":"window-end"},{"field":"report-id","as":"capture-id"},{"field":"report-marker"}]},{"name":"value-capture-order","subject":"Actual captures across the retained measures of each workflow.","objective":"Expose the last accepted capture independently of collection decisions.","acceptance":"Select by original capture time. A deferred or failed check cannot advance evidence clocks.","from":"value-contract-captures","union":["value-measurement-captures"],"window":[{"operation":"change","field":"report-marker","as":"later-capture","mode":"absolute","groupby":["workflow-route"],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"capture-id","direction":"desc"}]}]},{"name":"value-latest-capture","subject":"One last accepted capture per workflow, not a freshness claim.","objective":"Join capture and cutoff without multiplying collection registrations.","acceptance":"Missing packets remain unavailable, never zero or an inferred successful collection.","from":"value-capture-order","filter":{"predicates":[{"field":"later-capture","equals":"unknown"}]}},{"name":"value-collection-health","subject":"Reviewed registration and authoritative collection decisions, with independently retained evidence.","objective":"Explain disabled, unconfigured, deferred, failed and not-yet-captured workflows.","acceptance":"Use published collector facts, not missing result cards. Preserve decision, attempt, capture and cutoff as distinct clocks.","from":"workflow-value-collections","time":{"range":"all"},"joins":[{"source":"value-latest-capture","type":"left","on":[{"left":"workflow-route","right":"workflow-route"}],"fields":[{"field":"observed-at","as":"captured-at"},{"field":"window-end","as":"evidence-cutoff"}]}],"compute":[{"as":"workflow-context","function":"concat","args":[{"field":"workflow"},{"value":" · "},{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"capture-missing","function":"equals-any","args":[{"field":"captured-at"},{"value":null}]},{"as":"evidence-state","function":"if","args":[{"field":"capture-missing"},{"value":"No retained capture"},{"value":"Retained evidence available"}]}],"order-by":[{"field":"organization","direction":"asc"},{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"value-snapshots","subject":"Independent repository-state observations and exact item drill-downs.","objective":"Keep everyone's changes separate from workflow-linked delivery.","acceptance":"Retain observed native values, dates and immutable references. Do not invent intermediate observations.","from":"value-evidence-facts","filter":{"predicates":[{"field":"fact-kind","equals":"snapshot"}]},"compute":[{"as":"snapshot-marker","function":"literal","args":[{"value":1}]},{"as":"encoded-snapshot","function":"url-encode","args":[{"field":"snapshot-route"}]},{"as":"snapshot-href","function":"concat","args":[{"value":"#page-value-snapshot?snapshot="},{"field":"encoded-snapshot"}]}],"order-by":[{"field":"at","direction":"asc"},{"field":"fact-id","direction":"asc"}]},{"name":"value-first-snapshot-order","subject":"First independently observed repository state.","objective":"Name the actual first-snapshot reference rather than an invented baseline.","acceptance":"Strictly use retained snapshot time. 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Produced outputs are unverified, not operational value.","description":"Canonical campaign run attempts aggregated into bounded selected-horizon baseline totals without treating runtime success or produced outputs as operational value.","from":"campaign-runs","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["campaign"],"values":[{"field":"run-attempt-identity","as":"concluded-runs","reducer":"count","filter":{"predicates":[{"field":"status","in":["success","failure","cancelled","timed-out","action-required","neutral","skipped","stale","startup-failure"]}]}},{"field":"run-attempt-identity","as":"successful-runs","reducer":"count","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"safe-items-count","as":"runs-with-output-evidence","reducer":"count","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"safe-items-count","as":"produced-outputs","reducer":"sum","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"aic-total","as":"aic-per-successful-run","reducer":"mean","filter":{"predicates":[{"field":"status","equals":"success"},{"field":"positive-aic","equals":true}]}}]}},{"name":"campaign-run-status-counts","subject":"Count retained workflow runs by observed status for each campaign.","objective":"Show the distribution of run statuses so failed or stalled campaign runs can be identified.","acceptance":"Each count reconciles to campaign-runs rows with a start time for the same campaign and status; an empty result is not proof of healthy execution.","description":"Worker-side status distribution of campaign-attributed workflow runs.","from":"campaign-runs","aggregate":{"by":["campaign","status"],"values":[{"field":"started-at","as":"runs","reducer":"count"}]}},{"name":"campaign-dispatch-failure-reasons","subject":"Count retained failed workflow dispatches by failure reason for each campaign.","objective":"Prioritize which failure reasons need investigation first.","acceptance":"Each count reconciles to failed, startup-failure, timed-out, or stale dispatches for the same campaign and reason; missing reasons stay unknown and an empty result is not proof of healthy dispatch.","description":"Worker-side distribution of failure reasons across campaign workflow dispatches.","from":"dispatches","filter":{"predicates":[{"field":"status","in":["failure","startup-failure","timed-out","stale"]}]},"aggregate":{"by":["campaign","status-detail"],"values":[{"field":"run","as":"failed-dispatches","reducer":"count"}]},"order-by":[{"field":"failed-dispatches","direction":"desc"}]},{"name":"campaign-performance-baseline","subject":"Turn each campaign's selected-horizon baseline totals into deterministic reliability and production signals with an explicit successful-run efficiency fact.","objective":"Decide which campaign baseline signal needs run- or output-level verification next.","acceptance":"Success-rate and signal labels follow the retained totals and their explicit denominators; no concluded attempts or output evidence is distinguished from zero verified impact, and AI Credits per successful run remain a separate cost fact rather than a value score.","description":"A bounded, explainable baseline that distinguishes runtime reliability, unverified output production, and AI Credit efficiency.","from":"campaign-performance-baseline-totals","compute":[{"as":"success-rate","function":"quotient","args":[{"field":"successful-runs"},{"field":"concluded-runs"}]},{"as":"success-rate-display","function":"format-percent","args":[{"field":"success-rate"}]},{"as":"success-rate-percent","function":"product","args":[{"field":"success-rate"},{"value":100}]},{"as":"has-concluded-runs","function":"greater-than","args":[{"field":"concluded-runs"},{"value":0}]},{"as":"has-unsuccessful-runs","function":"greater-than","args":[{"field":"concluded-runs"},{"field":"successful-runs"}]},{"as":"observed-reliability-signal","function":"if","args":[{"field":"has-unsuccessful-runs"},{"value":"Unsuccessful runs observed"},{"value":"No unsuccessful runs observed"}]},{"as":"reliability-signal","function":"if","args":[{"field":"has-concluded-runs"},{"field":"observed-reliability-signal"},{"value":"No concluded runs observed"}]},{"as":"has-output-evidence","function":"greater-than","args":[{"field":"runs-with-output-evidence"},{"value":0}]},{"as":"has-produced-outputs","function":"greater-than","args":[{"field":"produced-outputs"},{"value":0}]},{"as":"observed-production-signal","function":"if","args":[{"field":"has-produced-outputs"},{"value":"Outputs produced; acceptance unverified"},{"value":"No outputs observed"}]},{"as":"production-signal","function":"if","args":[{"field":"has-output-evidence"},{"field":"observed-production-signal"},{"value":"Output evidence unavailable"}]}],"select":[{"field":"campaign"},{"field":"concluded-runs"},{"field":"successful-runs"},{"field":"success-rate"},{"field":"success-rate-display"},{"field":"success-rate-percent"},{"field":"reliability-signal"},{"field":"produced-outputs"},{"field":"production-signal"},{"field":"aic-per-successful-run"}]},{"name":"campaign-problem-runs","subject":"List retained failed runs for campaign problem investigation.","objective":"Choose a recent failed campaign run to investigate with its diagnostic evidence.","acceptance":"Each row corresponds to a retained campaign run with a declared failure, startup-failure, stale, or timed-out status; campaign-problem-run-evidence orders matching rows newest first. Absence is not proof of healthy execution or complete ingestion.","description":"Private failed-run input with retained diagnostic metadata; the evidence consumer orders only runs matching current runtime problems.","from":"campaign-runs","filter":{"predicates":[{"field":"status","in":["failure","startup-failure","stale","timed-out"]}]}},{"name":"campaign-problem-runtime-failures","subject":"Select current failing runtime partitions without presentation ordering.","objective":"Retain the exact current-failure eligibility needed by the problem evidence join.","acceptance":"A latest failure streak is a nonnegative integer, so failure-count at least one is equivalent to has-current-failure; missing or incomplete runtime evidence remains unknown.","description":"Private unsorted failure partitions for problem evidence; ordering is supplied by the retained failed runs.","from":"campaign-runtime-health-groups","filter":{"predicates":[{"field":"failure-count","gte":1}]},"compute":[{"as":"problem-kind","function":"coalesce","args":[{"value":"failure"},{"value":"failure"}]}]},{"name":"campaign-problem-runtime-partitions","subject":"Project current runtime problem keys and diagnoses for the failed-run evidence join.","objective":"Avoid sorting and retaining unused runtime problem presentation fields.","acceptance":"Retain both current failures and unobserved orchestrators, including their metadata and duplicate-key failure semantics; this projection does not establish health or root cause.","description":"Private compact equivalent of campaign-runtime-problems for equality enrichment, not presentation.","from":"campaign-problem-runtime-failures","union":["campaign-unobserved-orchestrators"],"select":[{"field":"campaign"},{"field":"workflow"},{"field":"runtime-repository"},{"field":"failure-count"},{"field":"problem-kind"}]},{"name":"campaign-problem-run-evidence","subject":"Attach the current campaign runtime problem summary to each retained failed Run for that partition.","objective":"Inspect the failure count and problem kind alongside a failed run without inferring its root cause.","acceptance":"Each returned row joins a retained failed run to a runtime problem on campaign, workflow, and runtime repository; the inner join drops unmatched runs, so compare with campaign-problem-runs before interpreting absence as no problem.","description":"Failed campaign runs annotated with the failure-count and problem-kind of their active runtime problem, one row per retained failed Run.","from":"campaign-problem-runs","joins":[{"source":"campaign-problem-runtime-partitions","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"}],"fields":[{"field":"failure-count","as":"failure-count"},{"field":"problem-kind","as":"problem-kind"}]}],"order-by":[{"field":"started-at","direction":"desc"},{"field":"run","direction":"desc"}]},{"name":"campaign-problem-latest-target-runs","subject":"Identify the most recent retained failed Run for each campaign workflow target repository.","objective":"Select the latest retained failed run identity for each campaign workflow and target partition.","acceptance":"For every returned campaign, workflow, runtime repository, and target repository, latest-target-run agrees with the maximum retained failed run identity in that partition; a missing partition is not a healthy target.","description":"One row per campaign workflow and target repository with its most recent retained failed Run identity.","from":"campaign-problem-run-evidence","aggregate":{"by":["campaign","workflow","runtime-repository","target-repository"],"values":[{"field":"run","as":"latest-target-run","reducer":"max"}]}},{"name":"campaign-problem-error-groups","subject":"Cluster retained failed Run evidence by workflow, runtime repository, target repository, and error signature so repeated identical failures for one target collapse into one diagnosable group.","objective":"Rank repeated target-specific error signatures for investigation without merging unrelated failures.","acceptance":"Occurrence-count and latest-run match retained failed runs grouped by campaign, workflow, repositories, problem kind, and signature; unknown signatures may group together. Counts do not prove a root cause.","description":"One row per distinct target repository and error signature within a campaign runtime problem partition, with an occurrence count and the most recent matching Run identity for follow-up.","from":"campaign-problem-run-evidence","aggregate":{"by":["campaign","campaign-name","workflow","workflow-name","workflow-role","runtime-repository","target-repository","rollout-mode","failure-count","problem-kind","error-signature","error-signature-label"],"values":[{"field":"run","as":"occurrence-count","reducer":"count"},{"field":"run","as":"latest-run","reducer":"max"}]}},{"name":"campaign-current-problem-error-groups","subject":"Keep only the newest error signature for each campaign workflow target repository.","objective":"Focus investigation on the signature associated with the latest retained failed run per target.","acceptance":"Each returned group joins campaign-problem-latest-target-runs on campaign, workflow, runtime repository, and latest run ID; target repository is not a join key, so verify target identity against underlying runs before claiming one current signature per target.","description":"Current target-specific error groups whose representative Run is the target repository's most recent retained failed Run.","from":"campaign-problem-error-groups","joins":[{"source":"campaign-problem-latest-target-runs","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"},{"left":"latest-run","right":"latest-target-run"}],"fields":[{"field":"latest-target-run","as":"current-target-run"}]}]},{"name":"campaign-problem-items","subject":"Attach the most recent representative Run evidence to each distinct campaign runtime problem error signature.","objective":"Open the representative failed run and target for each current campaign problem group.","acceptance":"Check joined run-link, run ID, campaign, workflow, and runtime repository; verify target against run evidence (not a join key). Unobserved orchestrators need inventory review. Missing evidence remains unknown; rollout mode does not authorize policy changes.","description":"Current campaign runtime problems represented by the newest error signature for each target repository, with its effective rollout mode, an occurrence count, the most recent matching failed Run, and a repair prompt.","from":"campaign-current-problem-error-groups","joins":[{"source":"campaign-problem-run-evidence","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"},{"left":"latest-run","right":"run"}],"fields":[{"field":"started-at","as":"started-at"},{"field":"run","as":"run"},{"field":"status","as":"status"},{"field":"status-detail","as":"status-detail"},{"field":"failure-job","as":"failure-job"},{"field":"failure-message","as":"failure-message"},{"field":"failure-step","as":"failure-step"},{"field":"failure-log","as":"failure-log"},{"field":"gh-aw-version","as":"gh-aw-version"},{"field":"engine","as":"engine"},{"field":"engine-version","as":"engine-version"},{"field":"requested-model","as":"requested-model"},{"field":"resolved-model","as":"resolved-model"},{"field":"run-link","as":"run-link"},{"field":"repository-link","as":"repository-link"},{"field":"workflow-link","as":"workflow-link"},{"field":"workflow-source-link","as":"workflow-source-link"}]}],"union":["campaign-unobserved-orchestrators"],"compute":[{"as":"problem-title","function":"coalesce","args":[{"field":"failure-message"},{"field":"status-detail"},{"field":"error-signature-label"},{"field":"workflow-name"}]},{"as":"_runtime-repository-encoded","function":"url-encode","args":[{"field":"runtime-repository"}]},{"as":"_runtime-repository-href","function":"concat","args":[{"value":"#page-repository-detail?repository="},{"field":"_runtime-repository-encoded"}]},{"as":"runtime-repository-link","function":"dashboard-link","args":[{"field":"repository-link"},{"field":"_runtime-repository-href"},{"field":"runtime-repository"},{"field":"runtime-repository"}]},{"as":"_target-repository-encoded","function":"url-encode","args":[{"field":"target-repository"}]},{"as":"_target-repository-href","function":"concat","args":[{"value":"#page-repository-detail?repository="},{"field":"_target-repository-encoded"}]},{"as":"target-repository-link","function":"dashboard-link","args":[{"field":"target-repository"},{"field":"_target-repository-href"},{"field":"target-repository"}]}],"order-by":[{"field":"workflow-name","direction":"asc"},{"field":"runtime-repository","direction":"asc"},{"field":"occurrence-count","direction":"desc"},{"field":"started-at","direction":"desc"}]},{"name":"campaign-problem-tab-counts","subject":"Count the current runtime problem items available for each campaign Problems tab.","objective":"Determine whether the campaign has current retained failure groups requiring review.","acceptance":"For every returned campaign, items equals the number of campaign-problem-items rows in the same horizon; a missing count does not establish zero failures or healthy execution.","description":"One campaign row with the number of current runtime problem groups.","from":"campaign-problem-items","aggregate":{"by":["campaign"],"values":[{"field":"campaign","as":"items","reducer":"count"}]}},{"name":"campaign-baseline-successful-runs","subject":"Project successful concluded attempts from the selected-horizon campaign baseline.","objective":"Show the successful share of concluded runs without implying verified impact.","acceptance":"Counts reconcile to campaign-performance-baseline-totals; missing campaigns do not imply zero runs.","from":"campaign-performance-baseline-totals","compute":[{"as":"outcome","function":"concat","args":[{"value":"Successful attempts"},{"value":""}]}],"select":[{"field":"campaign"},{"field":"outcome"},{"field":"successful-runs","as":"runs"}]},{"name":"campaign-baseline-other-runs","subject":"Project non-successful concluded attempts from the selected-horizon campaign baseline.","objective":"Show the remaining concluded runs for reliability review.","acceptance":"Runs equal concluded-runs minus successful-runs; the category includes every other concluded status, not just failures.","from":"campaign-performance-baseline-totals","compute":[{"as":"outcome","function":"concat","args":[{"value":"Other concluded attempts"},{"value":""}]},{"as":"other-runs","function":"difference","args":[{"field":"concluded-runs"},{"field":"successful-runs"}]}],"select":[{"field":"campaign"},{"field":"outcome"},{"field":"other-runs","as":"runs"}]},{"name":"campaign-baseline-outcome-distribution","subject":"Compare successful and other concluded attempts in the selected horizon.","objective":"Spot campaign run reliability that needs inspection.","acceptance":"Successful and other counts sum to concluded attempts; neither runtime result nor output production establishes operational value.","from":"campaign-baseline-successful-runs","union":["campaign-baseline-other-runs"]},{"name":"campaign-audit-summary-plot-inventory","subject":"Describe the rendered audit-summary chart using the shared campaign Insights plot contract.","objective":"Find campaigns with retained high- or medium-severity audit summaries worth reviewing.","acceptance":"Each campaign's bucket count equals its retained audit-event-summary-buckets rows; the count describes displayed groups, not distinct incidents or confirmed harm, and missing buckets are not proof of safety.","description":"One plot-inventory row per campaign when its high- and medium-severity audit summary chart has data.","from":"audit-event-summary-buckets","aggregate":{"by":["campaign"],"values":[{"field":"event-summary","as":"buckets","reducer":"count"}]}},{"name":"campaign-insight-plot-inventory","subject":"Inventory every plot rendered on each campaign Insights page through one reusable plot contract.","objective":"Choose an available campaign Insights plot to inspect its underlying evidence.","acceptance":"Each plot entry is supplied by the audit summary plot inventory for the same campaign; experimental operational-value evidence is excluded, no plot count is treated as outcome quality, and unavailable evidence is not synthesized into a plot.","description":"One campaign row per rendered Insights plot, independent of the plot's data source or renderer.","from":"campaign-audit-summary-plot-inventory"},{"name":"campaign-insight-tab-counts","subject":"Count the plots declared by the shared campaign Insights plot inventory.","objective":"Determine whether a campaign has evidence-backed Insights plots to inspect.","acceptance":"For every returned campaign, items equals its rows in campaign-insight-plot-inventory for the same horizon; absent rows do not establish absent value, and plot counts do not measure impact.","description":"One campaign row with the number of rendered Insights plots, independent of plot type.","from":"campaign-insight-plot-inventory","aggregate":{"by":["campaign"],"values":[{"field":"campaign","as":"items","reducer":"count"}]}},{"name":"workflow-ordered-runs","subject":"Order retained run attempts within each workflow by their observed start time.","objective":"Identify each workflow's latest execution without importing event coverage or outcome totals.","acceptance":"The first chronological attempt in each workflow partition has no preceding run delta; break timestamp ties by run ID and attempt, and use creation time for queued runs.","from":"runs","compute":[{"as":"latest-run-at","function":"coalesce","args":[{"field":"started-at"},{"field":"created-at"}]}],"window":[{"operation":"change","field":"run","as":"preceding-run-delta","mode":"absolute","groupby":["organization","repository","workflow"],"order-by":[{"field":"latest-run-at","direction":"desc"},{"field":"run","direction":"desc"},{"field":"run-attempt","direction":"desc"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"latest-run-at"},{"field":"run-status"},{"field":"run-conclusion"},{"field":"preceding-run-delta"},{"field":"run-link"}]},{"name":"workflow-latest-runs","subject":"Project the latest retained run attempt for each workflow.","objective":"Expose each workflow's latest observed execution state without implying aggregate outcomes.","acceptance":"Select only the first chronologically ordered attempt per workflow; preserve queued and in-progress states instead of treating unknown conclusions as failures.","from":"workflow-ordered-runs","filter":{"predicates":[{"field":"preceding-run-delta","equals":"unknown"}]},"compute":[{"as":"observed-conclusion","function":"coalesce","args":[{"field":"run-conclusion"},{"value":"unknown"}]},{"as":"completed","function":"equals-any","args":[{"field":"run-status"},{"value":"completed"}]},{"as":"latest-run-status","function":"if","args":[{"field":"completed"},{"field":"observed-conclusion"},{"field":"run-status"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"latest-run-at"},{"field":"latest-run-status"},{"field":"run-link"}]},{"name":"workflow-list-preview","subject":"Show workflow declarations while latest-run evidence is still loading.","objective":"Make workflow identities and drill links available before retained runs are evaluated.","acceptance":"Preserve every declared workflow and its drill link; leave latest-run fields absent until the complete projection arrives.","from":"workflows","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-label","function":"concat","args":[{"field":"repository-coordinate"},{"value":":"},{"field":"workflow"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"declared-role","function":"coalesce","args":[{"field":"workflow-role"},{"value":"standalone"}]},{"as":"declared-mode","function":"coalesce","args":[{"field":"rollout-mode"},{"value":"unknown"}]},{"as":"declared-registration","function":"coalesce","args":[{"field":"workflow-active"},{"value":"unknown"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-label"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-display-name"},{"field":"workflow-label"}]}],"select":[{"field":"organization"},{"field":"repository-coordinate","as":"repository"},{"field":"workflow"},{"field":"workflow-display-name","as":"workflow-name"},{"field":"workflow-label"},{"field":"campaign-name"},{"field":"declared-role","as":"workflow-role"},{"field":"declared-mode","as":"rollout-mode"},{"field":"declared-registration","as":"workflow-active"},{"field":"repository-link"},{"field":"workflow-dashboard-link","as":"workflow-link"}],"order-by":[{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"workflow-list","subject":"List declared workflows in latest observed run order.","objective":"Open a dedicated workflow page from a lightweight inventory with its latest execution status.","acceptance":"Preserve textual run identities and keep unobserved workflows last with an explicit missing-run state; use only workflow declarations and retained runs, not event coverage or aggregate success/failure counters.","from":"workflows","joins":[{"source":"workflow-latest-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"run","as":"latest-run"},{"field":"latest-run-at","as":"latest-run-at"},{"field":"latest-run-status","as":"observed-run-status"},{"field":"run-link","as":"run-link"}]}],"compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-label","function":"concat","args":[{"field":"repository-coordinate"},{"value":":"},{"field":"workflow"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"declared-role","function":"coalesce","args":[{"field":"workflow-role"},{"value":"standalone"}]},{"as":"declared-mode","function":"coalesce","args":[{"field":"rollout-mode"},{"value":"unknown"}]},{"as":"declared-registration","function":"coalesce","args":[{"field":"workflow-active"},{"value":"unknown"}]},{"as":"observed-run-id","function":"coalesce","args":[{"field":"latest-run"},{"value":"0"}]},{"as":"has-observed-run","function":"greater-than","args":[{"field":"observed-run-id"},{"value":0}]},{"as":"latest-run-status","function":"coalesce","args":[{"field":"observed-run-status"},{"value":"No observed run"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-label"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-display-name"},{"field":"workflow-label"}]}],"select":[{"field":"organization"},{"field":"repository-coordinate","as":"repository"},{"field":"workflow"},{"field":"workflow-display-name","as":"workflow-name"},{"field":"workflow-label"},{"field":"campaign-name"},{"field":"declared-role","as":"workflow-role"},{"field":"declared-mode","as":"rollout-mode"},{"field":"declared-registration","as":"workflow-active"},{"field":"latest-run"},{"field":"latest-run-at"},{"field":"latest-run-status"},{"field":"has-observed-run"},{"field":"repository-link"},{"field":"workflow-dashboard-link","as":"workflow-link"},{"field":"run-link"}],"order-by":[{"field":"has-observed-run","direction":"desc"},{"field":"latest-run-at","direction":"desc"},{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"runs-daily-health-buckets","subject":"Select whole UTC start-day buckets against the requested time bounds.","objective":"Expose UTC bucket boundaries for declarative daily time selection.","acceptance":"Compute bounds from observed execution-start days only; missing request bounds remain unset and no sub-day totals or missing days are fabricated.","from":"daily-run-counts","compute":[{"as":"day-midnight","function":"concat","args":[{"field":"day"},{"value":"T00:00:00Z"}]},{"as":"day-ms","function":"timestamp","args":[{"field":"day-midnight"}]},{"as":"start-ms","function":"timestamp","args":[{"context":"time-start"}]},{"as":"end-ms","function":"timestamp","args":[{"context":"time-end"}]},{"as":"before-start","function":"greater-than","args":[{"field":"start-ms"},{"field":"day-ms"}]},{"as":"before-end","function":"greater-than","args":[{"field":"end-ms"},{"field":"day-ms"}]}]},{"name":"runs-daily-health-totals","subject":"Sum observed daily run health across the selected scope.","objective":"Keep daily activity counts independent of detail retention.","acceptance":"Sum only daily counts, never retained Runs. UTC start-day buckets are selected by midnight; sub-day totals are unsupported. Missing or undated evidence remains unavailable or partial.","from":"runs-daily-health-buckets","filter":{"predicates":[{"field":"before-start","in":[false,null]},{"field":"before-end","in":[true,null]}]},"aggregate":{"by":["day"],"values":[{"field":"successful","as":"successful","reducer":"sum"},{"field":"failed","as":"failed","reducer":"sum"},{"field":"approval","as":"approval","reducer":"sum"},{"field":"pending","as":"pending","reducer":"sum"},{"field":"other","as":"other","reducer":"sum"}]}},{"name":"runs-daily-successful","subject":"Observed daily successful run counts.","objective":"Expose the successful class for the daily runtime-health chart.","acceptance":"Project successful counts from scoped daily totals without re-reading detail; runtime success does not imply accepted outcomes.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Successful"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"successful","as":"runs"}]},{"name":"runs-daily-failed","subject":"Observed daily failed run counts.","objective":"Expose the failed class for the daily runtime-health chart.","acceptance":"Project failed counts from scoped daily totals, preserving zero counts and aggregate coverage without deriving incidents.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Failed"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"failed","as":"runs"}]},{"name":"runs-daily-approval","subject":"Observed daily approval-required run counts.","objective":"Expose approval-required observations in the daily runtime-health chart.","acceptance":"Project approval counts from scoped daily totals without treating approval-required observations as successes or failures.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Approval required"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"approval","as":"runs"}]},{"name":"runs-daily-pending","subject":"Observed daily pending run counts.","objective":"Expose last-observed pending state in the daily runtime-health chart.","acceptance":"Project pending counts from scoped daily totals; counts describe last-observed evidence, not a live execution census.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Pending"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"pending","as":"runs"}]},{"name":"runs-daily-other","subject":"Observed daily unclassified terminal or missing-status run counts.","objective":"Expose the remaining runtime-health class without implying success.","acceptance":"Project other counts from scoped daily totals; preserve zeros and coverage without interpreting skipped, cancelled, or unknown evidence as success.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Other"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"other","as":"runs"}]},{"name":"runs-daily-conclusions","subject":"Daily observed runtime health classes for the Runs chart.","objective":"Investigate daily activity independently of retained run detail.","acceptance":"Classes sum to observed dated Runs, not attempts or verified outcomes. Pending is last-observed state; Other is not success. Select whole UTC start-day buckets by midnight, not sub-day totals. Preserve partial or unavailable coverage.","from":"runs-daily-successful","union":["runs-daily-failed","runs-daily-approval","runs-daily-pending","runs-daily-other"],"order-by":[{"field":"day","direction":"asc"},{"field":"runtime-health","direction":"asc"}]},{"name":"entity-events","subject":"Project all run-owned records for reusable cards and run drill-down.","objective":"Expose run-owned event identity, status, provenance, timestamp, and available navigation links for inspection.","acceptance":"Projected event fields and fallback URL trace to the source record; a missing link or event is not proof of no output, and event status alone does not verify downstream impact.","from":"event-base","compute":[{"as":"event-url","function":"coalesce","args":[{"field":"safe-output-url"},{"field":"correlation-id"},{"field":"implementation-pull-request-url"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"event"},{"field":"event-source"},{"field":"event-type"},{"field":"event-summary"},{"field":"event-status"},{"field":"github-entity-type"},{"field":"safe-output-type"},{"field":"event-url"},{"field":"event-timestamp","as":"observed-at"},{"field":"run-link"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"event","direction":"asc"}]},{"name":"runs-table","subject":"Show observed workflow runs in a table with execution, repository, workflow, engine, model, and navigation details.","objective":"Locate observed runs whose recorded status or conclusion needs closer inspection.","acceptance":"Show recorded run identity, status, conclusion, scope, execution metadata, and source links in newest-first order; absent runs require a freshness and coverage check, and a successful run is not proof of accepted outcomes.","description":"Observed workflow runs ordered from newest to oldest.","from":"runs","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]}],"select":[{"field":"run"},{"field":"run-status"},{"field":"run-conclusion"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"rollout-mode"},{"field":"engine"},{"field":"engine-version"},{"field":"gh-aw-version"},{"field":"requested-model"},{"field":"resolved-model"},{"field":"started-at"},{"field":"repository-link"},{"field":"workflow-link"},{"field":"run-link"}],"order-by":[{"field":"started-at","direction":"desc"}]},{"name":"workflow-aic-per-run","subject":"List declared workflows with recorded positive AI Credit costs and their average cost per run.","objective":"Identify workflows with observed run AIC averages worth investigating alongside run evidence.","acceptance":"Include only declared workflows with at least one run attempt reporting positive AIC; exclude zero and missing telemetry from the average and ranking, without interpreting missing telemetry as free execution.","description":"Workflow AI Credit averages limited to run attempts with recorded positive AIC.","from":"workflows","joins":[{"source":"workflow-aic-run-totals","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"runs","as":"observed-runs"},{"field":"aic-runs","as":"observed-aic-runs"},{"field":"aic","as":"observed-aic"}]}],"compute":[{"as":"repository-slug","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"workflow-identity","function":"concat","args":[{"field":"repository-slug"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-identity"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-display-name"},{"value":" workflow dashboard"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-identity"}]},{"as":"aic-per-run","function":"quotient","args":[{"field":"observed-aic"},{"field":"observed-aic-runs"}]}],"filter":{"predicates":[{"field":"observed-aic-runs","gte":1}]},"select":[{"field":"workflow-identity","as":"workflow-label"},{"field":"workflow-dashboard-link","as":"workflow-link"},{"field":"aic-per-run"}],"order-by":[{"field":"aic-per-run","direction":"desc"}],"limit":10},{"name":"dashboard-ingestion-health","subject":"Expose the current collection state for the global ingestion indicator.","objective":"Distinguish reported ingestion failure or recovery from the age of retained workflow evidence.","acceptance":"Use the authorized server collection-health classification, not cumulative failures or browser refresh time. Missing or unauthorized health remains unknown and static dashboards do not request this source.","from":"collection-health","select":[{"field":"configured"},{"field":"health"}],"limit":1},{"name":"dashboard-data-freshness","subject":"Find the newest workflow activity timestamp in retained canonical data.","objective":"Warn globally when the ingested workflow evidence has not advanced for 24 hours.","acceptance":"Use upstream updated-at, falling back to created-at, never browser import or refresh time. Missing or invalid timestamps remain unknown; inactivity alone does not prove an ingestion failure.","from":"runs","compute":[{"as":"data-at","function":"coalesce","args":[{"field":"updated-at"},{"field":"created-at"}]},{"as":"data-at-ms","function":"timestamp","args":[{"field":"data-at"}]}],"aggregate":{"values":[{"field":"data-at-ms","as":"latest-data-at","reducer":"max"}]}},{"name":"indexing-shards","subject":"List retained Activity shard import receipts.","objective":"Inspect which shards were ingested, when, and how many records they committed.","acceptance":"Show shard scope, phase, import status, import timestamp, counts and payload identity from retained receipts. Import time is not upstream freshness and missing receipts do not prove complete coverage.","from":"transactions","filter":{"predicates":[{"field":"kind","in":["ingest-normalized-jsonl","ingest-jsonl","ingest-jsonl-failed","runs","records"]}]},"select":[{"field":"id"},{"field":"payloadScope","as":"shard"},{"field":"kind"},{"field":"activity-status","as":"status"},{"field":"createdAt","as":"ingested-at"},{"field":"committedRecords","as":"committed-records"},{"field":"rawRuns","as":"workflow-runs"},{"field":"payloadHash","as":"payload-hash"}],"order-by":[{"field":"ingested-at","direction":"desc"}]},{"name":"ingestion-queued","subject":"Label the shared collection task queue depth for the administrator queue chart.","objective":"Identify total ready and scheduled collection work, including backfill tasks.","acceptance":"Show the observed shared queue depth only when collection is configured; missing or unauthorized health data is not zero pending work.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"Ready and scheduled"},{"value":"Ready and scheduled"}]}],"select":[{"field":"queue"},{"field":"queue-depth","as":"tasks"}]},{"name":"ingestion-inflight","subject":"Label current in-flight collection tasks for the administrator queue chart.","objective":"Distinguish leased collection tasks from work awaiting collection.","acceptance":"Show the observed pending task count only when collection is configured; do not infer a count from an unavailable source.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"In flight"},{"value":"In flight"}]}],"select":[{"field":"queue"},{"field":"pending-tasks","as":"tasks"}]},{"name":"ingestion-backfill","subject":"Label cumulative backfill run admissions for the administrator ingestion chart.","objective":"Compare historically admitted run tasks with current outstanding work without treating admissions as a live backlog.","acceptance":"Show the cumulative run task admissions only when collection is configured; this value does not decrease as tasks complete and missing health data does not imply completed backfill.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"Backfill admitted (total)"},{"value":"Backfill admitted (total)"}]}],"select":[{"field":"queue"},{"field":"backfill-queued-run-tasks","as":"tasks"}]},{"name":"ingestion-queue-sizes","subject":"Compare current shared queue pressure, in-flight tasks, and cumulative historical backfill admissions from the administrator-only server snapshot.","objective":"Spot a growing backlog without treating past backfill admissions as outstanding work.","acceptance":"Current queue sizes and cumulative admissions come only from an authorized collection-health snapshot; unavailable state is not zero.","from":"ingestion-queued","union":["ingestion-inflight","ingestion-backfill"],"select":[{"field":"queue"},{"field":"tasks"}]},{"name":"ingestion-webhook-status","subject":"Inspect live webhook delivery counters for the current server process.","objective":"Distinguish signature validation, acknowledgements, rejections and failures without polling GitHub.","acceptance":"Show only authorized process-local counters, including in-flight requests, duplicate acknowledgements and signed pings. Counters reset on restart, are not replica totals, and do not establish GitHub-side webhook registration or completed collection. Refresh the active subscription even without canonical data changes.","from":"webhook-status","compute":[{"as":"configuration","function":"if","args":[{"field":"configured"},{"value":"Configured"},{"value":"Not configured"}]}],"limit":1},{"name":"ingestion-health","subject":"Show the current Redis-backed webhook and collection health snapshot.","objective":"Determine whether the reported collection, webhook, queue, and backfill state warrants inspecting ingestion diagnostics.","acceptance":"Report the observed health, queue, failure, success, and projection timestamps together; verify freshness and configuration before calling collection healthy, and treat missing state as unknown rather than zero.","from":"collection-health","select":[{"field":"configured"},{"field":"health"},{"field":"queue-depth"},{"field":"pending-tasks"},{"field":"dead-letters"},{"field":"oldest-pending-age"},{"field":"backfill"},{"field":"backfill-failures"},{"field":"backfill-queued-run-tasks"},{"field":"webhook-load"},{"field":"collection-load"},{"field":"failure-load"},{"field":"last-projected"},{"field":"last-webhook-at"},{"field":"last-failure-at"},{"field":"last-failure-code"},{"field":"last-success-at"},{"field":"webhook-received"},{"field":"webhook-duplicate"},{"field":"webhook-admission-failed"},{"field":"task-queued"},{"field":"task-coalesced"},{"field":"collection-succeeded"},{"field":"collection-failed"},{"field":"collection-retried"},{"field":"collection-dead-lettered"}]},{"name":"github-api-usage","subject":"Show retained GitHub API quota usage per bucket and in aggregate over the last 24 hours.","objective":"Determine whether any GitHub App installation or the CAO fleet as a whole is approaching its GitHub API rate limit.","acceptance":"Report peak usage percentages with their limits, used, and reserved counts; treat a slot without observations as unknown rather than idle, and never infer credentials from bucket identity.","from":"github-quota-usage","select":[{"field":"observed-at"},{"field":"scope"},{"field":"bucket"},{"field":"app"},{"field":"installation"},{"field":"resource"},{"field":"buckets"},{"field":"limit"},{"field":"used"},{"field":"reserved"},{"field":"usage-percent"}]},{"name":"marketplace-directory","subject":"Browse packages from configured marketplace registries.","objective":"Present a stable alphabetical directory that can be loaded in bounded pages.","acceptance":"Preserve resolver-produced provenance and package metadata. Order by package name and immutable source so continuation pages neither skip nor duplicate entries; discovery grants no installation authority.","from":"marketplace-packages","order-by":[{"field":"package-name","direction":"asc"},{"field":"package-source","direction":"asc"}]},{"name":"marketplace-package-detail","subject":"Expose normalized marketplace package records for source-coordinate lookup by the detail view.","objective":"Locate the resolver-produced package record for a source coordinate supplied by the consuming view.","acceptance":"Use the returned package-source, registry, ref, and resolved-commit fields when inspecting a matching record; the query itself does not filter by coordinate, and an absent match is not proof of package nonexistence or approval.","from":"marketplace-packages"},{"name":"friction-by-workflow","subject":"Rank workflows by observed gh-aw audit friction AI Credit totals for investigation.","objective":"Identify which repository and workflow combinations have the largest measured friction totals in retained observations.","acceptance":"Compare friction-aic and distinct runs with the underlying measurement states and attribution evidence; do not equate a ranking with avoidable cost or a validated saving.","description":"Total gh-aw audit friction cost grouped by repository and workflow.","from":"friction","compute":[{"as":"positive-aic","function":"greater-than","args":[{"field":"aic"},{"value":0}]},{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["workflow-coordinate","repository-coordinate","workflow"],"values":[{"field":"aic","as":"friction-aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"run","as":"runs","reducer":"distinct-count"}]},"order-by":[{"field":"friction-aic","direction":"desc"},{"field":"workflow-coordinate","direction":"asc"}]},{"name":"friction-observations","subject":"List retained gh-aw audit friction measurements with their run context and attribution totals.","objective":"Trace each reported friction measurement to a run and distinguish counted, suppressed, and unattributed occurrences.","acceptance":"Preserve native AIC, total-run AIC, measurement state, timestamps, links, and occurrence counts; missing or unattributed evidence remains uncertain, not a verified opportunity for savings.","description":"Newest friction measurements first, preserving the native audit values and uncertainty state.","from":"friction","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"friction-percent","function":"format-percent","args":[{"field":"friction-ratio"}]}],"select":[{"field":"event-timestamp","as":"observed-at"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"run"},{"field":"run-link"},{"field":"measurement-state"},{"field":"aic"},{"field":"total-run-aic"},{"field":"friction-percent"},{"field":"counted-occurrences"},{"field":"suppressed-occurrences"},{"field":"unattributed-occurrences"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"run","direction":"desc"}]},{"name":"indexing-shard-dates","subject":"Read the activity date encoded in each retained transaction's shard filename.","objective":"Separate source shard dates from ingestion timestamps.","acceptance":"Keep every transaction and leave absent, invalid, or structural shard dates unknown; never substitute import time.","from":"transactions","compute":[{"as":"shard-day","function":"activity-shard-day","args":[{"field":"payloadScope"}]},{"as":"missing-shard-day","function":"equals-any","args":[{"field":"shard-day"},{"value":null}]}]},{"name":"indexing-shard-entry-counts","subject":"Count retained ingestion entries for each valid shard activity date.","objective":"Expose coincident ingestion density as circle area without changing individual run counts.","acceptance":"Count dated transaction identities across all kinds, including zero and unavailable run counts. This is retained ingestion evidence, not distinct runs, bytes, or upstream coverage.","from":"indexing-shard-dates","filter":{"predicates":[{"field":"missing-shard-day","equals":false}]},"aggregate":{"by":["shard-day"],"values":[{"field":"id","as":"shard-entry-count","reducer":"count"}]}},{"name":"indexing-ingestion-runs","subject":"Show retained ingestion transactions at the activity date encoded in their shard filename.","objective":"Compare reported run counts by source shard activity date, independently of import time, and expose coincident ingestion density.","acceptance":"Preserve all dated transactions without grouping, limits or page filters. Size by retained entries on the shard day, not distinct runs or coverage. Never substitute import time. Missing run counts remain labeled zero-position placeholders, not measured zeroes.","from":"indexing-shard-dates","joins":[{"source":"indexing-shard-entry-counts","type":"left","on":[{"left":"shard-day","right":"shard-day"}],"fields":[{"field":"shard-entry-count","as":"shard-entry-count"}]}],"filter":{"predicates":[{"field":"missing-shard-day","equals":false}]},"compute":[{"as":"workflow-runs","function":"coalesce","args":[{"field":"rawRuns"},{"value":0}]},{"as":"missing-run-count","function":"equals-any","args":[{"field":"rawRuns"},{"value":null}]},{"as":"run-count-status","function":"if","args":[{"field":"missing-run-count"},{"value":"Run count unavailable (shown at 0)"},{"value":"Reported run count"}]}],"select":[{"field":"id"},{"field":"kind"},{"field":"createdAt"},{"field":"shard-day"},{"field":"rawRuns"},{"field":"workflow-runs"},{"field":"shard-entry-count"},{"field":"run-count-status"}],"order-by":[{"field":"shard-day","direction":"asc"},{"field":"id","direction":"asc"}]},{"name":"indexing-daily-run-counts","subject":"Inspect admitted daily logical Run counts independently of retained detail and shard receipts.","objective":"Make the daily run-count projection visible as an ingestion diagnostic.","acceptance":"Sum daily buckets by observed UTC execution-start day across repositories and workflows, without page filters, detail fallback, fabricated days or zero populations. Preserve aggregate coverage and partial or unavailable evidence; counts do not prove upstream completeness.","from":"daily-run-counts","aggregate":{"by":["day"],"values":[{"field":"total","as":"runs","reducer":"sum"}]},"select":[{"field":"day","as":"date"},{"field":"runs"}],"order-by":[{"field":"date","direction":"asc"}]},{"name":"indexing-campaigns-table-count","subject":"Count retained campaigns rows in the dashboard database.","objective":"Provide the retained campaigns row count for the table-count diagnostic.","acceptance":"Label the result campaigns and count campaign rows in the current database; absence or zero does not establish completeness or expected campaign coverage.","from":"campaigns","compute":[{"as":"table","function":"literal","args":[{"value":"campaigns"}]}],"aggregate":{"by":["table"],"values":[{"field":"campaign","as":"records","reducer":"count"}]}},{"name":"indexing-repositories-table-count","subject":"Count retained repositories rows in the dashboard database.","objective":"Provide the retained repositories row count for the table-count diagnostic.","acceptance":"Label the result repositories and count repository rows in the current database; absence or zero does not establish completeness or expected repository coverage.","from":"repositories","compute":[{"as":"table","function":"literal","args":[{"value":"repositories"}]}],"aggregate":{"by":["table"],"values":[{"field":"repository","as":"records","reducer":"count"}]}},{"name":"indexing-workflows-table-count","subject":"Count retained workflows rows in the dashboard database.","objective":"Provide the retained workflows row count for the table-count diagnostic.","acceptance":"Label the result workflows and count workflow rows in the current database; absence or zero does not establish completeness or expected workflow coverage.","from":"workflows","compute":[{"as":"table","function":"literal","args":[{"value":"workflows"}]}],"aggregate":{"by":["table"],"values":[{"field":"workflow","as":"records","reducer":"count"}]}},{"name":"indexing-runs-table-count","subject":"Count retained workflow runs rows in the dashboard database.","objective":"Provide the retained workflow runs row count for the table-count diagnostic.","acceptance":"Label the result workflow runs and count run rows in the current database; absence or zero does not establish completeness or expected execution volume.","from":"runs","compute":[{"as":"table","function":"literal","args":[{"value":"runs"}]}],"aggregate":{"by":["table"],"values":[{"field":"run","as":"records","reducer":"count"}]}},{"name":"indexing-domains-table-count","subject":"Count retained network domains rows in the dashboard database.","objective":"Provide the retained network domains row count for the table-count diagnostic.","acceptance":"Label the result network domains and count domain event rows in the current database; absence or zero does not prove no network activity.","from":"domains","compute":[{"as":"table","function":"literal","args":[{"value":"domains"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-tools-table-count","subject":"Count retained tool events rows in the dashboard database.","objective":"Provide the retained tool events row count for the table-count diagnostic.","acceptance":"Label the result tool events and count tool event rows in the current database; absence or zero does not prove no tool use.","from":"tools","compute":[{"as":"table","function":"literal","args":[{"value":"tools"}]}],"aggregate":{"by":["table"],"values":[{"field":"table","as":"records","reducer":"count"}]}},{"name":"indexing-audits-table-count","subject":"Count retained audit events rows in the dashboard database.","objective":"Provide the retained audit events row count for the table-count diagnostic.","acceptance":"Label the result audit events and count audit event rows in the current database; absence or zero does not prove no audit findings.","from":"audits","compute":[{"as":"table","function":"literal","args":[{"value":"audits"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-issues-table-count","subject":"Count retained issue events rows in the dashboard database.","objective":"Provide the retained issue events row count for the table-count diagnostic.","acceptance":"Label the result issue events and count issue event rows in the current database; absence or zero does not prove no issues exist.","from":"issues","compute":[{"as":"table","function":"literal","args":[{"value":"issues"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-operational-values-table-count","subject":"Count retained operational values rows in the dashboard database.","objective":"Provide the retained operational values row count for the table-count diagnostic.","acceptance":"Label the result operational values and count operational-value rows in the current database; absence or zero does not imply zero value or an evaluated outcome.","from":"operational-values","compute":[{"as":"table","function":"literal","args":[{"value":"operationalValues"}]}],"aggregate":{"by":["table"],"values":[{"field":"operational-value","as":"records","reducer":"count"}]}},{"name":"indexing-transactions-table-count","subject":"Count retained ingestion transactions rows in the dashboard database.","objective":"Provide the retained ingestion transactions row count for the table-count diagnostic.","acceptance":"Label the result ingestion transactions and count transaction IDs in the current database; absence or zero does not establish whether upstream ingestion ran.","from":"transactions","compute":[{"as":"table","function":"literal","args":[{"value":"transactions"}]}],"aggregate":{"by":["table"],"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"indexing-database-table-counts","subject":"Count retained canonical dashboard database rows by table.","objective":"Compare the retained table row counts to identify tables needing further ingestion or coverage investigation.","acceptance":"Union the named table-count projections and report their table labels and counts; check source availability, retention, and separate transaction evidence before interpreting an empty or small table as an ingestion defect.","from":"indexing-campaigns-table-count","union":["indexing-repositories-table-count","indexing-workflows-table-count","indexing-runs-table-count","indexing-domains-table-count","indexing-tools-table-count","indexing-audits-table-count","indexing-issues-table-count","indexing-operational-values-table-count","indexing-transactions-table-count"],"order-by":[{"field":"records","direction":"desc"},{"field":"table","direction":"asc"}]},{"name":"indexing-transactions","subject":"Prepare retained ingestion transactions for card presentation.","objective":"Expose transaction identity, kind, timestamp, committed-record count, and payload hash for ingestion traceability.","acceptance":"Projected fields match retained transactions without implying successful upstream coverage from a committed count or hash alone; missing transactions require a freshness and availability check.","from":"transactions","select":[{"field":"id"},{"field":"kind"},{"field":"createdAt","as":"created-at"},{"field":"committedRecords","as":"committed-records"},{"field":"payloadHash","as":"payload-hash"}]},{"name":"engines-models-sample-distribution","subject":"Describe agent and model combinations in the seven-day statistical run sample.","objective":"Find sampled combinations to investigate without scanning the full retained run history.","acceptance":"Count unweighted selected Runs after frame selection. Keep statistical-frame-id in grouped rows and frame metadata on empty results. Zero-allocation strata are not population zeros. Preserve unknown identifiers; failure reserves can alter composition. Never mix sample counts with exact usage or infer population shares.","description":"Unweighted composition of the seven-day statistical sample; not a population estimate. Failure outcomes may be oversampled.","from":"statistical-runs","compute":[{"as":"summary","function":"concat","args":[{"field":"agent-id"},{"value":" / "},{"field":"model-id"}]}],"aggregate":{"by":["summary","statistical-frame-id"],"values":[{"field":"run","as":"sampled-runs","reducer":"count"}]},"order-by":[{"field":"sampled-runs","direction":"desc"},{"field":"summary","direction":"asc"}]},{"name":"engines-models-usage","subject":"Summarize run-level AIC and token usage by agent and model identifiers without treating unavailable telemetry as zero.","objective":"Locate agent and model combinations whose observed per-run AIC or token usage merits checking against individual runs.","acceptance":"Report run counts and native minimum, mean, and maximum values only for reported metrics; inspect underlying runs for per-metric telemetry coverage and context before comparing combinations, and infer neither efficiency nor outcome value from usage alone.","description":"Observed workflow runs grouped by agent ID and model ID. AIC statistics use only positive-AIC runs; token statistics use runs that reported each token metric.","from":"runs","compute":[{"as":"summary","function":"concat","args":[{"field":"agent-id"},{"value":" / "},{"field":"model-id"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["summary"],"values":[{"field":"run","as":"runs","reducer":"count"},{"field":"aic-total","as":"minimum-aic-per-run","reducer":"min","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"average-aic-per-run","reducer":"mean","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"maximum-aic-per-run","reducer":"max","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"input-tokens","as":"minimum-input-tokens-per-run","reducer":"min"},{"field":"input-tokens","as":"average-input-tokens-per-run","reducer":"mean"},{"field":"input-tokens","as":"maximum-input-tokens-per-run","reducer":"max"},{"field":"output-tokens","as":"minimum-output-tokens-per-run","reducer":"min"},{"field":"output-tokens","as":"average-output-tokens-per-run","reducer":"mean"},{"field":"output-tokens","as":"maximum-output-tokens-per-run","reducer":"max"},{"field":"cache-read-tokens","as":"minimum-cache-read-tokens-per-run","reducer":"min"},{"field":"cache-read-tokens","as":"average-cache-read-tokens-per-run","reducer":"mean"},{"field":"cache-read-tokens","as":"maximum-cache-read-tokens-per-run","reducer":"max"},{"field":"cache-write-tokens","as":"minimum-cache-write-tokens-per-run","reducer":"min"},{"field":"cache-write-tokens","as":"average-cache-write-tokens-per-run","reducer":"mean"},{"field":"cache-write-tokens","as":"maximum-cache-write-tokens-per-run","reducer":"max"},{"field":"reasoning-tokens","as":"minimum-reasoning-tokens-per-run","reducer":"min"},{"field":"reasoning-tokens","as":"average-reasoning-tokens-per-run","reducer":"mean"},{"field":"reasoning-tokens","as":"maximum-reasoning-tokens-per-run","reducer":"max"}]},"select":[{"field":"summary"},{"field":"runs"},{"field":"average-aic-per-run"},{"field":"minimum-aic-per-run"},{"field":"maximum-aic-per-run"},{"field":"minimum-input-tokens-per-run"},{"field":"average-input-tokens-per-run"},{"field":"maximum-input-tokens-per-run"},{"field":"minimum-output-tokens-per-run"},{"field":"average-output-tokens-per-run"},{"field":"maximum-output-tokens-per-run"},{"field":"minimum-cache-read-tokens-per-run"},{"field":"average-cache-read-tokens-per-run"},{"field":"maximum-cache-read-tokens-per-run"},{"field":"minimum-cache-write-tokens-per-run"},{"field":"average-cache-write-tokens-per-run"},{"field":"maximum-cache-write-tokens-per-run"},{"field":"minimum-reasoning-tokens-per-run"},{"field":"average-reasoning-tokens-per-run"},{"field":"maximum-reasoning-tokens-per-run"}],"order-by":[{"field":"runs","direction":"desc"},{"field":"summary","direction":"asc"}]},{"name":"skill-invocations","subject":"Select observed skill invocations for skill usage analytics.","objective":"Expose skill event identity, scope, invocation counts, and failed counts for downstream usage analysis.","acceptance":"Keep each observed event and its repository/workflow attribution with native counts; missing records or failed counts alone do not establish whether a skill was useful or available.","from":"skills","select":[{"field":"event","as":"id"},{"field":"name","as":"skill"},{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"invocation-count"},{"field":"failed-count"}]},{"name":"skill-invocations-by-skill","subject":"Rank skills by their observed invocation count.","objective":"Identify skills with the highest observed invocation totals for follow-up inspection.","acceptance":"Sum observed invocation counts by skill and retain the rank as a usage description; do not equate popularity with effectiveness or infer unobserved invocations.","from":"skill-invocations","aggregate":{"by":["skill"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]},"order-by":[{"field":"invocations","direction":"desc"},{"field":"skill","direction":"asc"}]},{"name":"skill-invocations-by-workflow-totals","subject":"Rank workflows by their observed skill invocation count.","objective":"Produce repository-scoped workflow invocation totals for downstream skill-usage comparison.","acceptance":"Sum observed invocation counts by organization, repository, and workflow; totals describe recorded usage only, not success or expected adoption.","from":"skill-invocations","aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]}},{"name":"skill-invocations-by-workflow","subject":"Present workflow skill invocation totals with drill-through navigation to the workflow dashboard.","objective":"Expose observed workflow skill invocation totals with a link to inspect each workflow.","acceptance":"Each projected workflow coordinate, link, and invocation total traces to the grouped source; using a link to investigate does not establish that usage caused an outcome.","from":"skill-invocations-by-workflow-totals","compute":[{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-coordinate"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-coordinate"},{"value":" workflow dashboard"}]},{"as":"workflow-link","function":"dashboard-link","args":[{"value":""},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-coordinate"}]}],"select":[{"field":"workflow-coordinate"},{"field":"workflow-link"},{"field":"invocations"}],"order-by":[{"field":"invocations","direction":"desc"},{"field":"workflow-coordinate","direction":"asc"}]},{"name":"skill-workflow-totals","subject":"Count observed invocations for each skill and workflow.","objective":"Produce skill-by-workflow invocation totals for the downstream inventory.","acceptance":"Sum observed invocation counts by skill, organization, repository, and workflow; missing combinations are not evidence that a skill could not run.","from":"skill-invocations","aggregate":{"by":["skill","organization","repository","workflow"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]}},{"name":"skill-workflow-inventory","subject":"List observed skills by workflow with drill-through navigation to the workflow dashboard.","objective":"Identify observed skill/workflow combinations and provide a workflow link for inspecting their runs.","acceptance":"Show the repository, workflow, skill, link, and observed invocation total from the grouped evidence; an absent row does not prove non-use, and a high count does not prove effectiveness.","from":"skill-workflow-totals","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-coordinate"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-coordinate"},{"value":" workflow dashboard"}]},{"as":"workflow-link","function":"dashboard-link","args":[{"value":""},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-coordinate"}]}],"select":[{"field":"skill"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"workflow-link"},{"field":"invocations"}],"order-by":[{"field":"invocations","direction":"desc"},{"field":"skill","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"experiment-assignment-coverage","subject":"Count observed run assignments for each experiment and workflow without inferring a completion target.","objective":"Expose assignment counts by experiment and workflow for investigating observed experiment coverage.","acceptance":"Count retained assignment rows in each experiment/workflow group, not distinct runs; do not invent a target, infer missing assignments from absent groups, or treat assignments as eval or grader outcomes.","from":"experiment-assignments","compute":[{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["workflow-coordinate","experiment"],"values":[{"field":"run","as":"assignments","reducer":"count"}]}},{"name":"eval-status-ledger","subject":"Inspect every explicitly classified eval answer, including UNKNOWN.","objective":"Expose retained eval observations with their workflow, run evidence and observation time.","acceptance":"Keep recorded YES, NO and UNKNOWN answers distinct; unknown or absent evidence must not imply success or failure, and historical answers are not current verdicts or validated operational outcomes.","from":"eval-observations","compute":[{"as":"_recorded-run-href","function":"link-href","args":[{"field":"evidence-link"}]},{"as":"_eval-run-href","function":"coalesce","args":[{"field":"_recorded-run-href"},{"field":"evidence-link"}]},{"as":"run-link","function":"link","args":[{"field":"_eval-run-href"},{"field":"run"}]}],"filter":{"predicates":[{"field":"eval-result","in":["YES","NO","UNKNOWN"]}]}},{"name":"eval-answer-counts","subject":"Count recorded YES, NO and UNKNOWN answers for each workflow-scoped eval.","objective":"Provide complete answer denominators before expanding each eval into three bars.","acceptance":"Keep canonical eval identities separate and count only explicitly classified observations. Select at most 33 complete eval groups, never truncate an answer group.","from":"eval-status-ledger","aggregate":{"by":["organization","repository","workflow","eval"],"values":[{"field":"eval-result","as":"answers","reducer":"count"},{"field":"eval-result","as":"yes","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"YES"}]}},{"field":"eval-result","as":"no","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"NO"}]}},{"field":"eval-result","as":"unknown","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"UNKNOWN"}]}}]},"order-by":[{"field":"eval","direction":"asc"},{"field":"organization","direction":"asc"},{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}],"limit":33},{"name":"eval-yes-shares","subject":"Compute the YES share of each eval's recorded answers.","objective":"Expose recorded YES proportions for comparing answer categories without inferring verified operational outcomes.","acceptance":"Emit one YES row per retained canonical eval group, including zero YES counts; answer-share is yes / answers across recorded YES, NO and UNKNOWN observations. Do not count absent observations.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"YES"}]},{"as":"answer-order","function":"literal","args":[{"value":0}]},{"as":"answer-share","function":"quotient","args":[{"field":"yes"},{"field":"answers"}]}]},{"name":"eval-no-shares","subject":"Compute the NO share of each eval's recorded answers.","objective":"Expose recorded NO proportions for comparing answer categories without treating historical answers as current verdicts.","acceptance":"Emit one NO row per retained canonical eval group, including zero NO counts; answer-share is no / answers across recorded YES, NO and UNKNOWN observations. Do not count absent observations.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"NO"}]},{"as":"answer-order","function":"literal","args":[{"value":1}]},{"as":"answer-share","function":"quotient","args":[{"field":"no"},{"field":"answers"}]}]},{"name":"eval-unknown-shares","subject":"Compute the explicit UNKNOWN share of each eval's recorded answers.","objective":"Expose explicitly recorded UNKNOWN proportions without conflating absent observations with classified uncertainty.","acceptance":"Emit one UNKNOWN row per retained canonical eval group, including zero UNKNOWN counts; answer-share is unknown / answers across recorded YES, NO and UNKNOWN observations. Missing observations are not UNKNOWN answers.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"UNKNOWN"}]},{"as":"answer-order","function":"literal","args":[{"value":2}]},{"as":"answer-share","function":"quotient","args":[{"field":"unknown"},{"field":"answers"}]}]},{"name":"eval-answer-distribution","subject":"Compare YES, NO and UNKNOWN percentages within each eval.","objective":"Show three horizontal bars per eval that together account for all recorded answers.","acceptance":"Emit all three answer categories, including zero shares; percentages sum to 100 per canonical eval. Missing observations are not UNKNOWN answers. Preserve workflow and repository attribution.","from":"eval-yes-shares","union":["eval-no-shares","eval-unknown-shares"],"compute":[{"as":"answer-percent","function":"product","args":[{"field":"answer-share"},{"value":100}]},{"as":"eval-label","function":"concat","args":[{"field":"eval"},{"value":" | "},{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"order-by":[{"field":"eval-label","direction":"asc"},{"field":"answer-order","direction":"asc"}]},{"name":"grader-observed-maxima","subject":"Find each workflow-scoped grader's maximum retained value in the selected data.","objective":"Provide an observed normalization denominator without mixing grader identities or claiming a theoretical maximum.","acceptance":"Group by canonical grader identity, not display name; ignore missing values and preserve zero or negative maxima without substituting a denominator.","from":"grader-observations","aggregate":{"by":["grader-id"],"values":[{"field":"value","as":"max-grader-value","reducer":"max"}]}},{"name":"grader-normalized-observations","subject":"Normalize each grader observation by that grader's observed maximum.","objective":"Compare relative grader values over time while preserving native measurements and run provenance.","acceptance":"Compute value / max-grader-value without clamping or inverting lower-is-better measures; zero or missing denominators produce null, never a fabricated zero or infinity.","from":"grader-observations","joins":[{"source":"grader-observed-maxima","type":"left","on":[{"left":"grader-id","right":"grader-id"}],"fields":[{"field":"max-grader-value","as":"max-grader-value"}]}],"compute":[{"as":"normalized-value","function":"quotient","args":[{"field":"value"},{"field":"max-grader-value"}]},{"as":"_observation-time","function":"timestamp","args":[{"field":"observed-at"}]},{"as":"_unplottable-value","function":"equals-any","args":[{"field":"normalized-value"},{"value":null}]},{"as":"_unplottable-time","function":"equals-any","args":[{"field":"_observation-time"},{"value":null}]},{"as":"grader-series","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":" / "},{"field":"workflow"},{"value":" / "},{"field":"grader"}]}]},{"name":"grader-value-scatter","subject":"Plot timed grader observations with a defined value-to-observed-maximum ratio.","objective":"Show relative grader measurements at their recorded observation times.","acceptance":"Keep each eligible observation and its run link; omit missing ratios or observation times from the plot while retaining those records in the native-value ledger. Ratios are not eval answers or evidence of improvement.","from":"grader-normalized-observations","filter":{"predicates":[{"field":"_unplottable-value","equals":false},{"field":"_unplottable-time","equals":false}]},"order-by":[{"field":"observed-at","direction":"asc"}]},{"name":"grader-status-ledger","subject":"Report grader measurements, units and explicit statuses without confusing them with binary eval answers.","objective":"Preserve numeric grader evidence and distinguish explicit per-observation pass and fail verdicts from unknown statuses.","acceptance":"Retain native grader values, units and statuses. Map only pass/passed to YES and fail/failed to NO in the auxiliary verdict field, leaving all other statuses unknown; never infer an eval answer, current success, causation or policy authority from a grader score.","from":"grader-observations","compute":[{"as":"is-pass","function":"equals-any","args":[{"field":"status"},{"value":"pass"},{"value":"passed"}]},{"as":"is-fail","function":"equals-any","args":[{"field":"status"},{"value":"fail"},{"value":"failed"}]},{"as":"non-pass-verdict","function":"if","args":[{"field":"is-fail"},{"value":"NO"},{"value":"unknown"}]},{"as":"verdict","function":"if","args":[{"field":"is-pass"},{"value":"YES"},{"field":"non-pass-verdict"}]}]},{"name":"routing-session-observations","subject":"Read metadata-only unified-session routing evidence.","objective":"Keep routing analytics independent of native logs and inferred run totals.","acceptance":"Only recognized session events contribute; event clocks remain absent when unrecorded.","from":"audits","filter":{"predicates":[{"field":"event-type","in":["session.format","workflow.info","workflow.job_result","agent.execution","firewall.model_routing","firewall.token_usage","usage.report","firewall.steering","firewall.upstream_error","model.config","model.baseline_estimate","model.resolution","model_routing.outcome","model_endpoint.mismatch","session.collection","session.collection_warning","subagent.request","subagent.started","subagent.configured","subagent.completed","subagent.failed","subagent.model_unavailable"]}]},"compute":[{"as":"record-clock","function":"timestamp","args":[{"field":"event-timestamp"}]},{"as":"event-clock","function":"coalesce","args":[{"field":"routing-session-clock"},{"field":"record-clock"}]},{"as":"routing-run-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"run"}]},{"as":"agent-phase","function":"equals-any","args":[{"field":"phase"},{"value":"agent"}]},{"as":"proxy-selection","function":"equals-any","args":[{"field":"routing-stage"},{"value":"selection"}]},{"as":"proxy-failure","function":"equals-any","args":[{"field":"routing-stage"},{"value":"failure"}]},{"as":"has-agent-name","function":"greater-than","args":[{"field":"routing-agent-name"},{"value":""}]}]},{"name":"routing-session-attempts","from":"routing-session-observations","subject":"Identify available session files and their earliest recorded clocks.","objective":"Keep rerun attempts from multiplying routing denominators.","acceptance":"Attempt order is only a tie-breaker after the recorded session clock.","aggregate":{"by":["routing-run-key","run-attempt"],"values":[{"field":"event-clock","as":"session-clock","reducer":"min"}]}},{"name":"routing-session-order","from":"routing-session-attempts","subject":"Order duplicate run sessions by run time and attempt.","objective":"Keep the latest file for each repository/run identity.","acceptance":"Only one attempt contributes to routing facts.","window":[{"operation":"row-number","field":"run-attempt","as":"session-position","groupby":["routing-run-key"],"order-by":[{"field":"session-clock","direction":"desc"},{"field":"run-attempt","direction":"desc"}]}]},{"name":"routing-latest-sessions","from":"routing-session-order","subject":"Retain one authoritative session attempt per run.","objective":"Avoid mixing picks or accounting from reruns.","acceptance":"Duplicate attempts remain available in session coverage.","filter":{"predicates":[{"field":"session-position","equals":1}]}},{"name":"routing-session-events","from":"routing-session-observations","subject":"Read routing metadata from the latest session file per run.","objective":"Deduplicate rerun attempts before any metric.","acceptance":"Earlier attempts never add cost or change the selected pick.","joins":[{"source":"routing-latest-sessions","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"session-clock","as":"session-clock"}]}]},{"name":"routing-run-facts","subject":"Collect per-session source facts without interpreting absence as success.","objective":"Resolve routing states and coverage from runner and proxy evidence.","acceptance":"Agent-phase proxy selection wins over failure and harness status; untimed observations keep unknown time.","from":"routing-session-events","aggregate":{"by":["routing-run-key","organization","repository","workflow","run"],"values":[{"field":"event-clock","as":"run-clock","reducer":"min"},{"field":"run-link","as":"run-link","reducer":"unique"},{"field":"engine","as":"engine","reducer":"unique"},{"field":"event","as":"workflow-info-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"},{"field":"required","equals":true}]}},{"field":"event-status","as":"session-format","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"session.format"}]}},{"field":"event","as":"selection-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"selection"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"failure-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"failure"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"local-effort-failures","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"failure"},{"field":"code","equals":"unsupported_reasoning_effort"}]}},{"field":"event","as":"proxy-record-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"agent-accounting-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.token_usage"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"subagent-count","reducer":"count","filter":{"predicates":[{"field":"event-type","in":["subagent.started","subagent.request","subagent.configured","subagent.completed","subagent.failed","subagent.model_unavailable"]}]}},{"field":"routing-status","as":"harness-status","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-enabled","as":"configured-enabled","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-selected-model","as":"harness-model","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"telemetry-model","as":"workflow-model","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-selected-effort","as":"harness-effort","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-mode","as":"harness-mode","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-awf-version","as":"session-awf-version","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-goal","as":"configured-goal","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-configured-mode","as":"configured-routing-mode","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-max-credits","as":"configured-max-credits","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"event-status","as":"agent-result","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.job_result"},{"field":"name","equals":"agent"},{"field":"event-status","in":["success","failure","cancelled","skipped"]}]}},{"field":"event","as":"warnings","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"session.collection_warning"}]}}]}},{"name":"routing-ordered-selections","subject":"Order proxy selections within each session.","objective":"Use the last selection by normalized clock and file order.","acceptance":"Harness and advisory picks never override proxy selections.","from":"routing-session-events","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"selection"},{"field":"phase","equals":"agent"}]},"window":[{"operation":"row-number","field":"source-sequence","as":"selection-position","groupby":["routing-run-key"],"order-by":[{"field":"event-timestamp","direction":"desc"},{"field":"source-sequence","direction":"desc"}]}]},{"name":"routing-selections","subject":"Retain one authoritative proxy pick per run.","objective":"Avoid multiplying requests or run counts after re-selection.","acceptance":"One row per identified run uses the final proxy 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complete or explicitly partial agent-phase costs.","objective":"Keep detection and evals out of agent-phase comparisons.","acceptance":"Classifier remains part of agent-phase cost.","filter":{"predicates":[{"field":"phase","equals":"agent"}]}},{"name":"routing-detection-costs","from":"routing-phase-costs","subject":"Retain detection-phase cost completeness separately.","objective":"Do not count detection as classifier or agent traffic.","acceptance":"Missing detection evidence remains unknown, not zero.","filter":{"predicates":[{"field":"phase","equals":"detection"}]}},{"name":"routing-cost-runs","from":"routing-resolved-runs","subject":"Attach accounting completeness to identified routing runs.","objective":"Provide comparable costs only for complete runs.","acceptance":"An absent cost stays unknown and never inherits aggregate run AIC.","joins":[{"source":"routing-runs","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"main-aic","as":"main-aic"},{"field":"baseline-model","as":"baseline-model"},{"field":"baseline-aic","as":"baseline-aic"},{"field":"baseline-complete","as":"baseline-complete"}]},{"source":"routing-agent-costs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"complete-aic","as":"complete-aic"},{"field":"complete","as":"cost-complete"},{"field":"missing-count","as":"missing-cost-records"}]},{"source":"routing-detection-costs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"complete-aic","as":"detection-aic"},{"field":"complete","as":"detection-complete"}]}],"compute":[{"as":"run-cost-complete","function":"if","args":[{"field":"cost-complete"},{"field":"detection-complete"},{"value":false}]},{"as":"run-aic","function":"sum","args":[{"field":"complete-aic"},{"field":"detection-aic"}]},{"as":"budget-use","function":"quotient","args":[{"field":"run-aic"},{"field":"configured-max-credits"}]}]},{"name":"routing-run-summary","from":"routing-runs","subject":"Keep the selected Run's compact routing and baseline evidence visible.","objective":"Preserve the comparison when shorter-lived Audit detail expires.","acceptance":"Retained aggregate costs and baseline evidence survive Audit expiry; absent phase details stay unknown.","joins":[{"source":"routing-cost-runs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"cost-complete","as":"cost-complete"},{"field":"missing-cost-records","as":"missing-cost-records"},{"field":"detection-aic","as":"detection-aic"},{"field":"run-aic","as":"run-aic"},{"field":"budget-use","as":"budget-use"}]}]},{"name":"routing-weekly-cost-totals","from":"routing-runs","subject":"Summarize complete agent-phase costs by UTC ISO week and routing state.","objective":"Expose trends without including partial costs.","acceptance":"Untimed runs cannot enter time buckets.","filter":{"predicates":[{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","routing-state"],"values":[{"field":"run","as":"runs","reducer":"count"},{"field":"complete-aic","as":"complete-runs","reducer":"count"},{"field":"complete-aic","as":"observed-median","reducer":"median"}]}},{"name":"routing-weekly-accounting-cost","from":"routing-weekly-cost-totals","subject":"Gate weekly medians by complete sample size.","objective":"Keep sparse weeks from implying meaningful cost trends.","acceptance":"Weeks below the configurable minimum display insufficient data.","parameters":[{"name":"minimum-sample","type":"number"}],"compute":[{"as":"cost-series","function":"concat","args":[{"value":"Agent-phase accounting: "},{"field":"routing-state"}]},{"as":"sample-floor","function":"difference","args":[{"parameter":"minimum-sample"},{"value":1}]},{"as":"enough-samples","function":"greater-than","args":[{"field":"complete-runs"},{"field":"sample-floor"}]},{"as":"median-aic","function":"if","args":[{"field":"enough-samples"},{"field":"observed-median"},{"value":null}]},{"as":"sample-status","function":"if","args":[{"field":"enough-samples"},{"value":"observational"},{"value":"insufficient data"}]}],"order-by":[{"field":"week","direction":"asc"}]},{"name":"routing-resolutions","from":"routing-session-events","subject":"Read runner-written configured-model resolutions for scoped routing runs.","objective":"Explain what each workflow role's configured model resolved to before the engine launched.","acceptance":"Only model.resolution facts from latest scoped attempts contribute; missing or unsafe values and failed null resolutions remain unknown.","joins":[{"source":"routing-runs","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"run-clock","as":"run-clock"},{"field":"observed-at","as":"run-observed-at"},{"field":"full-repository","as":"full-repository"},{"field":"routing-dashboard-link","as":"routing-dashboard-link"},{"field":"routing-state","as":"run-routing-state"}]}],"filter":{"predicates":[{"field":"event-type","equals":"model.resolution"}]},"compute":[{"as":"resolution-engine","function":"coalesce","args":[{"field":"telemetry-engine"},{"value":"unknown"}]},{"as":"resolution-role-label","function":"coalesce","args":[{"field":"resolution-role"},{"value":"unknown"}]},{"as":"configured-model","function":"coalesce","args":[{"field":"resolution-configured-model"},{"value":"unknown"}]},{"as":"resolved-model-label","function":"coalesce","args":[{"field":"resolution-resolved-model"},{"value":"unknown"}]},{"as":"resolution-provider","function":"coalesce","args":[{"field":"provider"},{"value":"unknown"}]},{"as":"resolution-status","function":"coalesce","args":[{"field":"event-status"},{"value":"unknown"}]},{"as":"failed-resolution","function":"equals-any","args":[{"field":"event-status"},{"value":"failed"}]},{"as":"failure-cause","function":"coalesce","args":[{"field":"code"},{"value":"unknown"}]},{"as":"resolution-cause","function":"if","args":[{"field":"failed-resolution"},{"field":"failure-cause"},{"field":"code"}]},{"as":"unknown-resolved-model","function":"equals-any","args":[{"field":"resolution-resolved-model"},{"value":null}]},{"as":"untimed","function":"equals-any","args":[{"field":"run-clock"},{"value":null}]},{"as":"configured-to-resolved","function":"concat","args":[{"field":"configured-model"},{"value":" 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routing health shares per repository and workflow.","objective":"Tell whether routing is on and working from selection, failure or fallback, pick adherence, known outcomes and complete cost.","acceptance":"A zero denominator or no complete cost is unknown, never zero; unknown job outcomes are excluded from the success rate.","from":"routing-health-totals","compute":[{"as":"estimated-cost-vs-baseline","function":"quotient","args":[{"field":"paired-main-aic"},{"field":"paired-baseline-aic"}]},{"as":"estimated-cost-percent","function":"format-percent","args":[{"field":"estimated-cost-vs-baseline"}]},{"as":"selected-share","function":"quotient","args":[{"field":"selected-runs"},{"field":"routed-runs"}]},{"as":"failure-share","function":"quotient","args":[{"field":"failure-runs"},{"field":"routed-runs"}]},{"as":"followed-share","function":"quotient","args":[{"field":"followed-runs"},{"field":"adherence-known-runs"}]},{"as":"success-rate","function":"quotient","args":[{"field":"successes"},{"field":"known-outcomes"}]},{"as":"selected-percent","function":"format-percent","args":[{"field":"selected-share"}]},{"as":"failure-percent","function":"format-percent","args":[{"field":"failure-share"}]},{"as":"followed-percent","function":"format-percent","args":[{"field":"followed-share"}]},{"as":"success-percent","function":"format-percent","args":[{"field":"success-rate"}]}],"order-by":[{"field":"routed-runs","direction":"desc"},{"field":"full-repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"routing-weekly-models","from":"routing-runs","subject":"Count proxy-selected runs by UTC ISO week and picked model.","objective":"Show what the router chooses over time.","acceptance":"Only selected runs with a known pick model and a recorded run clock contribute; an unrecorded effort does not exclude a run.","filter":{"predicates":[{"field":"routing-state","equals":"selected"},{"field":"unknown-pick-model","equals":false},{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","pick-model"],"values":[{"field":"run","as":"runs","reducer":"count"}]},"order-by":[{"field":"week","direction":"asc"},{"field":"pick-model","direction":"asc"}]},{"name":"routing-weekly-paired-totals","from":"routing-runs","subject":"Weekly paired complete main-request costs by baseline model.","objective":"Compare routing cost trends with each named baseline using identical main-request populations.","acceptance":"Only timed runs with complete positive baseline estimates and matching known main-request costs contribute to both medians.","filter":{"predicates":[{"field":"paired","equals":true},{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","baseline-model"],"values":[{"field":"run","as":"complete-runs","reducer":"count"},{"field":"paired-main-aic","as":"observed-main-median","reducer":"median"},{"field":"paired-baseline-aic","as":"baseline-estimate-median","reducer":"median"}]}},{"name":"routing-weekly-paired-cost","from":"routing-weekly-paired-totals","subject":"Paired main-request samples that meet the chosen evidence floor.","objective":"Avoid changing routing policy based on insufficient paired evidence.","acceptance":"Observed and estimated series share the same complete-run count and configurable minimum 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main-agent requests to an explicitly estimated baseline.","objective":"Change routing goal or mode when paired observed cost exceeds the named baseline.","acceptance":"Keep agent-phase accounting separate, baseline models distinct and sparse weeks as gaps.","order-by":[{"field":"week","direction":"asc"},{"field":"cost-series","direction":"asc"}]},{"name":"routing-failure-problems","from":"routing-runs","subject":"Runs whose routing failure codes require investigation.","objective":"Investigate routing configuration or execution failures before changing rollout.","acceptance":"Emit one row per run with recorded routing failure identifiers, excluding upstream errors handled by their own kind.","filter":{"predicates":[{"field":"routing-failure-codes","gte":""}]},"compute":[{"as":"problem-kind","function":"literal","args":[{"value":"routing 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records have a 30-day lifetime.","description":"Each simulated day includes all accumulated run summaries; tools and issues belong only to non-skipped runs and expire after 30 days.","from":"simulation-days","parameters":[{"name":"repositories","type":"number"},{"name":"runs-per-day","type":"number"},{"name":"tools-per-run","type":"number"},{"name":"issues-per-run","type":"number"},{"name":"skip-rate","type":"number"}],"compute":[{"as":"runs-daily","function":"product","args":[{"parameter":"repositories"},{"parameter":"runs-per-day"}]},{"as":"skip-fraction","function":"quotient","args":[{"parameter":"skip-rate"},{"value":100}]},{"as":"active-fraction","function":"difference","args":[{"value":1},{"field":"skip-fraction"}]},{"as":"summary-runs","function":"product","args":[{"field":"day"},{"field":"runs-daily"}]},{"as":"past-ttl","function":"greater-than","args":[{"field":"day"},{"value":30}]},{"as":"detail-days","function":"if","args":[{"field":"past-ttl"},{"value":30},{"field":"day"}]},{"as":"detail-runs","function":"product","args":[{"field":"detail-days"},{"field":"runs-daily"},{"field":"active-fraction"}]},{"as":"tools-per-run","function":"literal","args":[{"parameter":"tools-per-run"}]},{"as":"issues-per-run","function":"literal","args":[{"parameter":"issues-per-run"}]}]},{"name":"simulator-run-size","subject":"Estimate retained run-summary table size at 512 bytes per run.","objective":"Show modeled accumulation of run summaries.","acceptance":"Summary size includes every simulated run at 512 bytes and is not presented as measured storage.","from":"simulator-database-inputs","compute":[{"as":"table","function":"literal","args":[{"value":"Run summaries"}]},{"as":"bytes","function":"product","args":[{"field":"summary-runs"},{"value":512}]}],"select":[{"field":"day"},{"field":"table"},{"field":"bytes"}]},{"name":"simulator-tool-size","subject":"Estimate retained tool table size at 256 bytes per tool on non-skipped runs.","objective":"Show modeled tool-record growth under the selected workload.","acceptance":"Tool size uses only non-skipped simulated runs and 256 bytes per tool over the retained period.","from":"simulator-database-inputs","compute":[{"as":"table","function":"literal","args":[{"value":"Tools (30-day 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no dollar conversion or budget enforcement is inferred.","from":"simulator-pr-inputs","compute":[{"as":"measure","function":"literal","args":[{"value":"AI Credits (AIC)"}]}],"select":[{"field":"measure"},{"field":"daily-aic","as":"daily"},{"field":"total-aic","as":"total"}]},{"name":"simulator-pr-summary","subject":"Compare daily and horizon PR, AW-run and AI Credit estimates.","objective":"Support side-effect-free company workload planning.","acceptance":"Exactly three modeled measures are shown and recompute from all six form inputs.","from":"simulator-pr-counts","union":["simulator-pr-runs","simulator-pr-aic"]},{"name":"overview-run-summary","subject":"Summarize successful, failed, and active runs with rollout-mode counts.","objective":"Expose observed success, failure, and active run counts, including active live and review modes, for the selected horizon.","acceptance":"Each count follows its declared conclusion, status, and rollout-mode filters; run success is not treated as a verified outcome, and incomplete or stale evidence is identified.","from":"overview-runs","aggregate":{"values":[{"field":"run-conclusion","as":"successful-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","equals":"success"}]}},{"field":"run-conclusion","as":"failed-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","in":["failure","startup-failure","stale","timed-out"]}]}},{"field":"run-status","as":"active-runs","reducer":"count","filter":{"predicates":[{"field":"run-status","in":["queued","in-progress","in_progress"]}]}},{"field":"run-status","as":"active-live","reducer":"count","filter":{"predicates":[{"field":"run-status","in":["queued","in-progress","in_progress"]},{"field":"rollout-mode","equals":"live"}]}},{"field":"run-status","as":"active-review","reducer":"count","filter":{"predicates":[{"field":"run-status","in":["queued","in-progress","in_progress"]},{"field":"rollout-mode","equals":"review"}]}}]}},{"name":"overview-delivery-summary","subject":"Count distinct target repositories with successful worker dispatch runs in the selected horizon.","objective":"Measure observed reach among registered repositories with successful dispatched worker runs.","acceptance":"Distinct delivered-repositories is limited to registered targets and successful workflow_dispatch worker runs in the selected horizon; it does not establish accepted delivery or authorized coverage.","from":"overview-runs","joins":[{"source":"repositories","type":"inner","on":[{"left":"target-repository","right":"repository-coordinate"}],"fields":[{"field":"repository-coordinate","as":"registered-target-repository"}]}],"filter":{"predicates":[{"field":"event","equals":"workflow_dispatch"},{"field":"run-conclusion","equals":"success"},{"field":"workflow-role","equals":"worker"}]},"aggregate":{"values":[{"field":"target-repository","as":"delivered-repositories","reducer":"distinct-count"}]}},{"name":"overview-value-summary","subject":"Count all observed grader results.","objective":"Identify whether any grader observations are available to the Overview status presentation.","acceptance":"The value-gains field counts observed grader records only; inspect each result's native measure, unit, direction, maturity, and uncertainty before claiming an outcome or improvement.","from":"grader-observations","aggregate":{"values":[{"field":"grader","as":"value-gains","reducer":"count"}]}},{"name":"overview-issue-summary","subject":"Count retained issue and pull request safe-output records for Overview.","objective":"Restore the issue and pull request counter with a link to its evidence inventory.","acceptance":"The count includes retained canonical issue and pull request records, not inferred outcomes; 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grader presence is not proof of improvement and unavailable evidence is not zero.","from":"overview-value-summary","compute":[{"as":"detail","function":"concat","args":[{"value":"Observed grader"},{"value":" results"}]},{"as":"description","function":"concat","args":[{"field":"value-gains"},{"value":" observed grader results, not verified improvements"}]}],"select":[{"field":"value-gains","as":"value"},{"field":"detail"},{"field":"description"}],"limit":1},{"name":"overview-run-status-input","subject":"Prepare the compact run summary for declarative factory status classification.","objective":"Carry successful-runs, failed-runs, and active-runs into the status join without changing their meaning.","acceptance":"The projected counts retain the selected horizon and match overview-run-summary; the join key is only a presentation key, not additional evidence.","from":"overview-run-summary","compute":[{"as":"status-join-key","function":"concat","args":[{"value":"factory"},{"value":"-status"}]}],"select":[{"field":"status-join-key"},{"field":"successful-runs"},{"field":"failed-runs"},{"field":"active-runs"}]},{"name":"overview-value-status-input","subject":"Prepare the compact value summary for declarative factory status classification.","objective":"Carry the grader-observation count into the optional status join.","acceptance":"The projected value-gains count matches overview-value-summary; a zero count does not establish complete grader coverage, and a nonzero count is not proof of gain.","from":"overview-value-summary","compute":[{"as":"status-join-key","function":"concat","args":[{"value":"factory"},{"value":"-status"}]}],"select":[{"field":"status-join-key"},{"field":"value-gains"}]},{"name":"overview-factory-status","subject":"Classify the factory heading from compact run and optional value evidence.","objective":"Provide a bounded Overview heading based on observed run counts and optional grader-record presence.","acceptance":"The heading matches the declared run-count and optional grader-presence branches; grader presence is not verified value, and the heading does not authorize any policy change.","from":"overview-run-status-input","joins":[{"source":"overview-value-status-input","type":"left","on":[{"left":"status-join-key","right":"status-join-key"}],"fields":[{"field":"value-gains","as":"value-gains"}]}],"compute":[{"as":"has-successful-runs","function":"greater-than","args":[{"field":"successful-runs"},{"value":0}]},{"as":"has-failed-runs","function":"greater-than","args":[{"field":"failed-runs"},{"value":0}]},{"as":"failures-exceed-successes","function":"greater-than","args":[{"field":"failed-runs"},{"field":"successful-runs"}]},{"as":"has-active-runs","function":"greater-than","args":[{"field":"active-runs"},{"value":0}]},{"as":"has-value-gains","function":"greater-than","args":[{"field":"value-gains"},{"value":0}]},{"as":"successful-heading","function":"if","args":[{"field":"has-successful-runs"},{"value":"Your factory is humming."},{"value":"Your factory is idle."}]},{"as":"attention-heading","function":"if","args":[{"field":"has-failed-runs"},{"value":"Your factory needs attention."},{"field":"successful-heading"}]},{"as":"strain-heading","function":"if","args":[{"field":"failures-exceed-successes"},{"value":"Your factory is under strain."},{"field":"attention-heading"}]},{"as":"active-heading","function":"if","args":[{"field":"has-active-runs"},{"value":"Your factory is humming."},{"field":"strain-heading"}]},{"as":"factory-heading","function":"if","args":[{"field":"has-value-gains"},{"value":"Your factory is delivering value."},{"field":"active-heading"}]}],"select":[{"field":"factory-heading"}]},{"name":"overview-registered-repository-summary","subject":"Count canonical repository identities registered in the resolved control-plane scope.","objective":"Provide the registered-repository denominator for observed worker reach.","acceptance":"The count reflects canonical repository records in the resolved scope; 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missing inventory is not treated as zero eligible targets.","from":"overview-registered-repository-summary","compute":[{"as":"coverage-key","function":"concat","args":[{"value":"repository-coverage"},{"value":""}]}],"select":[{"field":"registered-repositories"},{"field":"coverage-key"}]},{"name":"overview-rhythm","subject":"Compare all workflow runs by weekday, layering this week over last week.","objective":"Show the observed weekday pattern across both calendar weeks, regardless of status or conclusion.","acceptance":"Verify weekday order, counts including unsuccessful and in-flight runs, and reached-day flags. 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the presentation key does not imply additional evidence or a policy recommendation.","from":"overview-factory-status","compute":[{"as":"overview-presentation-key","function":"concat","args":[{"value":"overview"},{"value":"-presentation"}]}],"select":[{"field":"overview-presentation-key"},{"field":"factory-heading"}]},{"name":"overview-header-presentation","subject":"Resolve the Overview heading from declarative status and factory-health evidence.","objective":"Display the configured heading corresponding to observed run status and factory health.","acceptance":"The selected heading follows the declared presentation branches; numeric branch boundaries are UI classification only, not operational targets or rollout thresholds.","from":"overview-header-status-presentation-input","joins":[{"source":"overview-factory-health-presentation","type":"left","on":[{"left":"overview-presentation-key","right":"overview-presentation-key"}],"fields":[{"field":"factory-health","as":"factory-health"}]}],"compute":[{"as":"factory-health-positive","function":"greater-than","args":[{"field":"factory-health"},{"value":0}]},{"as":"factory-health-below-threshold","function":"greater-than","args":[{"value":0.66},{"field":"factory-health"}]},{"as":"positive-factory-health-heading","function":"if","args":[{"field":"factory-health-below-threshold"},{"value":"Your factory needs attention."},{"field":"factory-heading"}]},{"as":"heading","function":"if","args":[{"field":"factory-health-positive"},{"field":"positive-factory-health-heading"},{"field":"factory-heading"}]}],"select":[{"field":"heading"}]},{"name":"overview-run-motion-presentation-input","subject":"Prepare active run state for Overview station presentation.","objective":"Expose whether at least one queued or in-progress run was observed for station display.","acceptance":"active reflects overview-run-summary's active-runs count; 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other conclusions remain outside this set, and missing run coverage is not interpreted as no failures.","from":"runs","filter":{"predicates":[{"field":"run-conclusion","in":["failure","startup-failure","stale","timed-out"]}]}},{"name":"failed-runs","subject":"List failed workflow runs that need operator attention.","objective":"Give operators the most recent observed failed runs to inspect in GitHub.","acceptance":"Unprojected run rows retain available conclusion, started-at, and run evidence fields in descending started-at order; inspect source logs and missing links before attributing a cause or declaring resolution.","from":"failure-run-base","order-by":[{"field":"started-at","direction":"desc"}]},{"name":"overview-failing-runs","subject":"Identify failed runs in the selected snapshot horizon so subsequent streak logic can use the same declarative failure definition.","objective":"Project distinct failure-run counts by organization, repository, workflow, and run for streak joins.","acceptance":"Each grouped run identity has a failing-runs count derived from failure-run-base in the selected horizon; this stage does not assert a consecutive streak or require action.","from":"failure-run-base","aggregate":{"by":["organization","repository","workflow","run"],"values":[{"field":"run","as":"failing-runs","reducer":"distinct-count"}]}},{"name":"overview-failing-workflows","subject":"Identify only workflows that have at least one failed run in the selected snapshot horizon before computing streaks.","objective":"Provide workflow identities with observed failed runs for the streak computation.","acceptance":"Each organization/repository/workflow group has a distinct failing-runs count from overview-failing-runs; the count covers observed failures, not the latest consecutive streak.","from":"overview-failing-runs","aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run","as":"failing-runs","reducer":"distinct-count"}]}},{"name":"overview-repeated-failure-groups","subject":"Group each workflow's latest consecutive failing run sequence in the selected snapshot horizon, resetting the group after any successful run.","objective":"Project the latest observed consecutive failure-count per workflow for downstream blocked-work matching.","acceptance":"failure-count follows run ordering and the declared latest-failure-streak reducer, with non-failing runs breaking the streak; missing earlier runs or incomplete snapshots limit the observed sequence.","from":"runs","joins":[{"source":"overview-failing-workflows","type":"inner","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"failing-runs","as":"failing-runs"}]},{"source":"overview-failing-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"}],"fields":[{"field":"failing-runs","as":"run-failing-count"}]}],"compute":[{"as":"failure-streak-point","function":"failure-streak-point","args":[{"field":"started-at"},{"field":"run"},{"field":"run-failing-count"}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"failure-streak-point","as":"failure-count","reducer":"latest-failure-streak"}]}},{"name":"overview-repeated-failure-candidates","subject":"Attach selected-horizon failure counts to each workflow's latest canonical work item.","objective":"Pair blocked work items with observed workflow failure streaks and retained run evidence before attention filtering.","acceptance":"Candidates are filtered to blocked items with a matching organization/repository/workflow streak; is-repeated reflects failure-count greater than one, while selected evidence-link and run-link can be absent or refer to the work item rather than the latest failed run.","from":"work-items","joins":[{"source":"overview-repeated-failure-groups","type":"inner","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"failure-count","as":"failure-count"}]}],"filter":{"predicates":[{"field":"lifecycle-state","equals":"blocked"}]},"compute":[{"as":"is-repeated","function":"greater-than","args":[{"field":"failure-count"},{"value":1}]},{"as":"attention-signal-id","function":"concat","args":[{"value":"repeated-failure:"},{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"kind","function":"coalesce","args":[{"value":"Repeated workflow failures"},{"value":"Repeated workflow failures"}]},{"as":"title","function":"coalesce","args":[{"field":"workflow"},{"value":"Workflow"}]},{"as":"attention-reason","function":"concat","args":[{"field":"failure-count"},{"value":" failed runs in the selected horizon"}]},{"as":"action","function":"coalesce","args":[{"value":"Open latest failed run on GitHub"},{"value":"Open latest failed run on GitHub"}]},{"as":"icon","function":"coalesce","args":[{"value":"x-circle"},{"value":"x-circle"}]},{"as":"tone","function":"coalesce","args":[{"value":"critical"},{"value":"critical"}]},{"as":"priority","function":"number","args":[{"value":0}]}],"select":[{"field":"is-repeated"},{"field":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"attention-reason","as":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"},{"field":"failure-count"}]},{"name":"overview-repeated-failure-attention","subject":"Keep only unresolved workflows with two or more failures in the selected horizon.","objective":"Surface blocked workflow items with observed repeated failures for bounded run investigation.","acceptance":"Every row inherits a blocked item with is-repeated true and projects evidence-link and run-link when available; verify run order, links, and current state before treating the failure as still unresolved.","from":"overview-repeated-failure-candidates","filter":{"predicates":[{"field":"is-repeated","equals":true}]},"select":[{"field":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"},{"field":"failure-count"}]},{"name":"overview-review-attention","subject":"Select only unresolved outputs explicitly awaiting human review with their retained GitHub evidence destination.","objective":"Present review-state work items and their retained GitHub destination to a human reviewer.","acceptance":"Rows are filtered to lifecycle-state review and project the work-item ID as attention-signal-id, plus reason, evidence-link, and run-link where present; reviewer disposition must be checked at source.","from":"work-items","filter":{"predicates":[{"field":"lifecycle-state","equals":"review"}]},"compute":[{"as":"kind","function":"coalesce","args":[{"value":"Human review required"},{"value":"Human review required"}]},{"as":"title","function":"coalesce","args":[{"field":"objective"},{"value":"Produced output"}]},{"as":"action","function":"coalesce","args":[{"value":"Open review item on GitHub"},{"value":"Open review item on GitHub"}]},{"as":"icon","function":"coalesce","args":[{"value":"eye"},{"value":"eye"}]},{"as":"tone","function":"coalesce","args":[{"value":"action"},{"value":"action"}]},{"as":"priority","function":"number","args":[{"value":1}]}],"select":[{"field":"work-item-id","as":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"}]},{"name":"overview-needs-attention","subject":"Combine grouped repeated failures and unresolved review outputs without introducing ordinary activity or duplicate work items.","objective":"Prioritize observed blocked repeated-failure work and review-state outputs for investigation.","acceptance":"Rows come only from the repeated-failure or review inputs and retain their source reasons, links, and ordering; confirm fresh source status before acting, and do not equate a missing row with resolved work.","from":"overview-repeated-failure-attention","union":["overview-review-attention"],"order-by":[{"field":"priority","direction":"asc"},{"field":"observed-at","direction":"desc"},{"field":"attention-signal-id","direction":"asc"}]},{"name":"domain-route-record","subject":"Project the selected domain header and one retained run link.","objective":"Identify the selected domain and open a retained run before investigating its traffic evidence.","acceptance":"The route header preserves the selected domain and a run link from its retained observations; missing observations or links remain unavailable, and a header does not establish access policy or traffic completeness.","from":"domains","select":[{"field":"domain"},{"field":"run-link"}]},{"name":"domain-run-records","subject":"Retained run-linked observations for the selected domain.","objective":"Find related runs without returning the unscoped domain collection alongside the paginated view.","acceptance":"Preserve every domain observation field, exact route scope, filtering, ordering, total count, provenance and related-run links; only the bounded view payload crosses the worker boundary.","from":"domains"},{"name":"tool-route-record","subject":"Project the selected MCP tool header and one retained run link.","objective":"Identify the selected MCP tool and open a retained run before investigating its call evidence.","acceptance":"The route header preserves the selected MCP tool label and a run link from its retained calls; absent calls or links remain unavailable and do not imply zero usage or tool effectiveness.","from":"mcp-tool-calls","select":[{"field":"mcp-tool-label"},{"field":"run-link"}]},{"name":"audit-route-record","subject":"Project the selected audit summary header and one retained run link.","objective":"Identify the selected audit summary and open a retained run before investigating its observations.","acceptance":"The route header preserves the selected event summary and a run link from its retained audit observations; absent evidence remains unavailable and neither the header nor its absence establishes incident severity or a clean audit.","from":"audits","select":[{"field":"event-summary"},{"field":"run-link"}]},{"name":"domain-entity-insights","subject":"Summarize one domain entity for its dedicated Insights view.","objective":"Identify domain decisions with request volume worth investigating before considering any egress change.","acceptance":"For the selected domain, request totals match the retained domain observations grouped by decision; missing data or blocked traffic does not establish a need for access, which requires underlying request and policy review.","from":"domains","aggregate":{"by":["domain","decision"],"values":[{"field":"request-count","as":"requests","reducer":"sum"}]},"order-by":[{"field":"requests","direction":"desc"},{"field":"decision","direction":"asc"}]},{"name":"tool-entity-insights","subject":"Summarize one tool entity for its dedicated Insights view.","objective":"Select a tool and status combination whose recorded call volume merits investigation.","acceptance":"For the selected tool, observation counts match retained MCP call observations grouped by server, tool, and status; missing calls are not zero usage and status counts do not establish effectiveness or cause.","from":"mcp-tool-calls","aggregate":{"by":["mcp-tool-label","mcp-server","mcp-tool","mcp-status"],"values":[{"field":"mcp-observation","as":"observations","reducer":"count"}]},"order-by":[{"field":"observations","direction":"desc"},{"field":"mcp-status","direction":"asc"}]},{"name":"audit-entity-insights","subject":"Summarize one audit event entity for its dedicated Insights view.","objective":"Select an audit summary and status requiring closer review of underlying observations.","acceptance":"For the selected summary, counts agree with retained audit observation IDs grouped by event status; repeated observations are not silently treated as distinct incidents, and absence does not prove no findings.","from":"audits","aggregate":{"by":["event-summary","event-status"],"values":[{"field":"id","as":"observations","reducer":"count"}]},"order-by":[{"field":"observations","direction":"desc"},{"field":"event-status","direction":"asc"}]}]
+[{"name":"command-queue","subject":"Show the durable local CLI command queue.","objective":"Inspect command lifecycle and reconnect to output without rerunning work.","acceptance":"Preserve persistent command IDs and all six server states; closing output never cancels execution. Unavailable local authority is not an empty queue.","from":"cli-commands","compute":[{"as":"command-action","function":"coalesce","args":[{"field":"actionId"},{"value":""}]},{"as":"command-title","function":"coalesce","args":[{"field":"command"},{"field":"actionId"}]},{"as":"command-target","function":"coalesce","args":[{"field":"repository"},{"field":"campaign"},{"field":"package-source"},{"value":"Local control repository"}]},{"as":"command-created-at","function":"coalesce","args":[{"field":"createdAt"},{"value":null}]},{"as":"command-href","function":"concat","args":[{"value":"#page-command?command="},{"field":"id"}]},{"as":"command-dashboard-link","function":"dashboard-link","args":[{"value":""},{"field":"command-href"},{"field":"command-title"},{"field":"id"}]}]},{"name":"event-base","subject":"Project shared event fields before combining run-owned records.","objective":"Provide the narrow retained event evidence needed for inspection and run import-coverage analysis.","acceptance":"The result unions retained audit, domain, tool, and issue records with their available run identity; an empty or unavailable preview cannot establish zero source activity or complete import coverage.","from":"audits","union":["domains","tools","issues"],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"event"},{"field":"event-source"},{"field":"event-type"},{"field":"event-summary"},{"field":"event-status"},{"field":"github-entity-type"},{"field":"safe-output-type"},{"field":"safe-output-url"},{"field":"correlation-id"},{"field":"implementation-pull-request-url"},{"field":"event-timestamp"},{"field":"run-link"}]},{"name":"audit-event-runs","subject":"Count imported audit records per run before combining event sources.","objective":"Bound audit evidence for run import-coverage analysis.","acceptance":"Count only retained audit records with event identity by run attempt; missing evidence does not establish zero activity.","from":"audits","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"domain-event-runs","subject":"Count imported domain records per run before combining event sources.","objective":"Bound domain evidence for run import-coverage analysis.","acceptance":"Count only retained domain records with event identity by run attempt; missing evidence does not establish zero activity.","from":"domains","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"tool-event-runs","subject":"Count imported tool records per run before combining event sources.","objective":"Bound tool evidence for run import-coverage analysis.","acceptance":"Count only retained tool records with event identity by run attempt; missing evidence does not establish zero activity.","from":"tools","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"issue-event-runs","subject":"Count imported issue records per run before combining event sources.","objective":"Bound issue evidence for run import-coverage analysis.","acceptance":"Count only retained issue records with event identity by run attempt; missing evidence does not establish zero activity.","from":"issues","aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"event","as":"events","reducer":"count"}]}},{"name":"event-runs","subject":"Identify each workflow run that has one or more imported run-owned records.","objective":"Identify run attempts with retained imported records so their presence can be compared with observed runs.","acceptance":"One row per organization, repository, workflow, run, and attempt contains events, the count of matching retained records; no row in an available result does not prove that no event was produced.","description":"Distinct workflow runs represented by imported domain, tool, audit, or issue records.","from":"audit-event-runs","union":["domain-event-runs","tool-event-runs","issue-event-runs"],"aggregate":{"by":["organization","repository","workflow","run","run-attempt"],"values":[{"field":"events","as":"events","reducer":"sum"}]}},{"name":"run-import-status","subject":"Identify observed runs that have one or more imported run-owned records.","objective":"Compare observed run attempts with retained run-owned event evidence to locate import-coverage gaps for investigation.","acceptance":"Keep each observed run and its run-attempt identity; imported-event-count is zero and imported is false without a matching retained event, but missing events alone do not establish an ingestion failure.","description":"Observed runs enriched with imported-record status.","from":"runs","joins":[{"source":"event-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"events","as":"imported-events"}]}],"compute":[{"as":"imported-event-count","function":"coalesce","args":[{"field":"imported-events"},{"value":0}]},{"as":"imported","function":"greater-than","args":[{"field":"imported-event-count"},{"value":0}]}]},{"name":"workflow-run-totals","subject":"Summarize observed run counts and imported runs by declared workflow.","objective":"Compare observed run attempts, conclusions, and imported-record coverage for each workflow.","acceptance":"Group by organization, repository, and workflow; report distinct run-attempt totals, successful and failed conclusion counts, and imported-run totals only from retained evidence. Missing run records cannot establish zero execution.","description":"Observed run and imported-run totals for each declared workflow.","from":"run-import-status","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"run-conclusion","as":"successful-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","equals":"success"}]}},{"field":"run-conclusion","as":"failed-runs","reducer":"count","filter":{"predicates":[{"field":"run-conclusion","in":["failure","startup-failure","stale","timed-out"]}]}},{"field":"imported","as":"imported-runs","reducer":"sum"}]}},{"name":"workflow-aic-run-totals","subject":"Summarize observed run attempts and AI Credits for workflow cost comparison.","objective":"Count retained run attempts and recorded AI Credits without loading imported-event coverage.","acceptance":"Count all distinct retained run attempts, but include only positive recorded AIC in cost totals and cost denominators; zero and missing telemetry cannot skew cost averages.","from":"runs","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"run-attempt-identity","as":"aic-runs","reducer":"distinct-count","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}}]}},{"name":"workflow-aic-totals","subject":"Summarize observed AI Credit usage by declared workflow.","objective":"Expose retained AI Credit consumption per workflow for bounded cost review alongside observed execution.","acceptance":"Sum only positive recorded aic-total by organization, repository, and workflow; exclude zero and missing costs rather than treating them as free execution.","description":"Observed AI Credit totals for each declared workflow.","from":"workflow-aic-run-totals","filter":{"predicates":[{"field":"aic-runs","gte":1}]},"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"aic"},{"field":"aic-runs"}]},{"name":"mcp-tool-workflow-totals","subject":"Summarize observed MCP calls by tool and workflow before the tool inventory is materialized.","objective":"Keep MCP inventory intermediates bounded without dropping calls or changing byte totals.","acceptance":"Count retained observation identities and sum request and response bytes per server, tool, and workflow; retain safe-output-server classification for downstream exclusion.","from":"mcp-calls","compute":[{"as":"safe-output-server","function":"equals-any","args":[{"field":"mcp-server"},{"value":"safe_outputs"},{"value":"safeoutputs"}]},{"as":"mcp-tool-label","function":"concat","args":[{"field":"mcp-server"},{"value":"/"},{"field":"mcp-tool"}]},{"as":"workflow-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["safe-output-server","mcp-tool-label","mcp-server","mcp-tool","workflow-key"],"values":[{"field":"mcp-observation","as":"calls","reducer":"count"},{"field":"request-bytes","as":"request-bytes","reducer":"sum"},{"field":"response-bytes","as":"response-bytes","reducer":"sum"}]}},{"name":"mcp-tool-calls","subject":"Prepare MCP tool calls for aggregation with safe-output-server calls identified for downstream exclusion.","objective":"Identify retained MCP call labels and safe-output-server classification for downstream tool-use investigation.","acceptance":"Preserve each retained call with its workflow key and tool label and mark safe-output-server calls explicitly; downstream exclusion must not be mistaken for absence of those calls or complete tool telemetry.","description":"Observed MCP tool calls labeled with whether they belong to the internal safe outputs server.","from":"mcp-calls","compute":[{"as":"safe-output-server","function":"equals-any","args":[{"field":"mcp-server"},{"value":"safe_outputs"},{"value":"safeoutputs"}]},{"as":"mcp-tool-label","function":"concat","args":[{"field":"mcp-server"},{"value":"/"},{"field":"mcp-tool"}]},{"as":"workflow-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}]},{"name":"issue-safe-outputs","subject":"List retained GitHub issue safe outputs.","objective":"Inspect retained issue safe outputs and their observed closure state before deciding which items need follow-up.","acceptance":"Include only safe_output.result issue records, not pull requests; preserve issue and run links, timestamps, state, and status detail. Unknown or unobserved closure state must not be presented as closed.","description":"Issue-only projection of retained safe-output items.","from":"issues","filter":{"predicates":[{"field":"event-type","equals":"safe_output.result"},{"field":"is-pull-request","equals":false}]},"joins":[{"source":"runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"run-link","as":"linked-run"}]}],"compute":[{"as":"_issue-state-open","function":"equals-any","args":[{"field":"issue-state"},{"value":"OPEN"}]},{"as":"_issue-state-closed","function":"equals-any","args":[{"field":"issue-state"},{"value":"CLOSED"}]},{"as":"_issue-open-status","function":"if","args":[{"field":"_issue-state-open"},{"value":"Open"},{"value":"Unknown"}]},{"as":"issue-status","function":"if","args":[{"field":"_issue-state-closed"},{"value":"Closed"},{"field":"_issue-open-status"}]},{"as":"_issue-closing-reason","function":"coalesce","args":[{"field":"issue-state-reason"},{"value":"unknown"}]},{"as":"_issue-closing-reason-normalized","function":"lower","args":[{"field":"_issue-closing-reason"}]},{"as":"issue-closing-status","function":"title-case","args":[{"field":"_issue-closing-reason-normalized"}]},{"as":"_issue-closed-status-detail","function":"concat","args":[{"value":"Closed: "},{"field":"issue-closing-status"}]},{"as":"issue-status-detail","function":"if","args":[{"field":"_issue-state-closed"},{"field":"_issue-closed-status-detail"},{"field":"issue-status"}]}],"select":[{"field":"event-timestamp","as":"observed-at"},{"field":"github-entity-type"},{"field":"is-pull-request"},{"field":"safe-output-type"},{"field":"issue-state"},{"field":"issue-closed"},{"field":"issue-state-reason"},{"field":"issue-status"},{"field":"issue-closing-status"},{"field":"issue-status-detail"},{"field":"issue-closed-at"},{"field":"issue-status-observed-at"},{"field":"event-summary"},{"field":"correlation-id","as":"entity-url"},{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"linked-run","as":"run-link"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"entity-url","direction":"asc"}]},{"name":"issue-safe-output-label-options","subject":"List observed safe-output badges for the issue list Labels filter.","objective":"Choose retained safe-output types without scanning or filtering presented cards.","acceptance":"Return distinct observed badge values in ascending order; missing evidence is not an empty label inventory.","from":"issue-safe-outputs","aggregate":{"by":["safe-output-type"],"values":[{"field":"entity-url","as":"items","reducer":"count"}]},"order-by":[{"field":"safe-output-type","direction":"asc"}]},{"name":"issue-status-label-options","subject":"List observed status badges for the issue list Status filter.","objective":"Choose retained issue states and closing reasons without inferring resolution.","acceptance":"Return distinct observed status details in ascending order; Unknown remains distinct from Open and Closed.","from":"issue-safe-outputs","aggregate":{"by":["issue-status-detail"],"values":[{"field":"entity-url","as":"items","reducer":"count"}]},"order-by":[{"field":"issue-status-detail","direction":"asc"}]},{"name":"issue-repository-totals","subject":"Rank the ten repositories with the most retained GitHub issue safe outputs.","objective":"Locate repositories with the largest observed issue-safe-output volume for a bounded review of linked records.","acceptance":"Return at most ten repository coordinates ordered by retained issue-record count; ties or missing issue evidence must not imply a complete fleet ranking or unique issue count.","description":"Top repositories by retained issue safe-output count.","from":"issue-safe-outputs","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]}],"aggregate":{"by":["repository-coordinate"],"values":[{"field":"entity-url","as":"issues","reducer":"count"}]},"order-by":[{"field":"issues","direction":"desc"},{"field":"repository-coordinate","direction":"asc"}],"limit":10},{"name":"campaign-import-audit-count","subject":"Count retained audit identities for campaign inventory source quality.","objective":"Retain audit provenance without reconstructing run coverage.","acceptance":"Count canonical audit IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"audits","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-domain-count","subject":"Count retained domain identities for campaign inventory source quality.","objective":"Retain domain provenance without reconstructing run coverage.","acceptance":"Count canonical domain IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"domains","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-tool-count","subject":"Count retained tool identities for campaign inventory source quality.","objective":"Retain tool provenance without reconstructing run coverage.","acceptance":"Count canonical tool IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"tools","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-import-issue-count","subject":"Count retained issue identities for campaign inventory source quality.","objective":"Retain issue provenance without reconstructing run coverage.","acceptance":"Count canonical issue IDs; missing evidence stays unavailable and the count is not displayed as import coverage.","from":"issues","aggregate":{"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"campaign-workflow-import-evidence","subject":"Compose retained import-source quality for campaign workflow execution totals.","objective":"Preserve all four import dependencies without counting unused per-run or per-workflow coverage.","acceptance":"Compose audit, domain, tool, and issue availability, freshness, and completeness exactly as event-runs. The retained-record count carries source quality only; it is not displayed or used as horizon-specific import coverage, executions, or outcomes. Run and AI Credit totals retain their selected horizon.","from":"campaign-import-audit-count","union":["campaign-import-domain-count","campaign-import-tool-count","campaign-import-issue-count"],"time":{"range":"all"},"compute":[{"as":"import-scope","function":"literal","args":[{"value":"retained"}]}],"aggregate":{"by":["import-scope"],"values":[{"field":"records","as":"events","reducer":"sum"}]}},{"name":"campaign-workflow-execution-base","subject":"Summarize retained run attempts and AI Credits before campaign workflow enrichment.","objective":"Read run identity and recorded AI Credits together instead of enriching every run with import status.","acceptance":"Count distinct run-attempt identities and sum aic-total per organization, repository, and workflow; missing retained evidence is not proof of no execution or cost.","from":"runs","compute":[{"as":"import-scope","function":"literal","args":[{"value":"retained"}]},{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["organization","repository","workflow","import-scope"],"values":[{"field":"run-attempt-identity","as":"runs","reducer":"distinct-count"},{"field":"aic-total","as":"aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}}]}},{"name":"campaign-workflow-execution-totals","subject":"Attach retained import-evidence quality to compact workflow execution totals.","objective":"Preserve the public inventory's run and import availability composition after aggregating run evidence.","acceptance":"Keep runs and AI Credits unchanged; unavailable run evidence fails closed and optional import evidence degrades quality exactly as in run-import-status.","description":"Only source quality is consumed from import evidence. Join its compact retained-source summary after run aggregation; do not build unused run-level import coverage or change horizon-specific execution totals.","from":"campaign-workflow-execution-base","joins":[{"source":"campaign-workflow-import-evidence","type":"left","on":[{"left":"import-scope","right":"import-scope"}],"fields":[{"field":"events","as":"imported-events"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"runs"},{"field":"aic"}]},{"name":"campaign-workflow-declarations","subject":"Project reusable campaign workflow declarations without execution evidence.","objective":"Share declaration display fields between structural topology and execution inventory without joining runs or import evidence.","acceptance":"Preserve raw organization, repository, workflow and declaration fields for joins. Select orchestrator and worker roles once, retaining inactive and unknown declarations; only list consumers select active entries. 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do not fabricate sub-day totals or missing days.","from":"daily-run-counts","compute":[{"as":"day-midnight","function":"concat","args":[{"field":"day"},{"value":"T00:00:00Z"}]},{"as":"day-ms","function":"timestamp","args":[{"field":"day-midnight"}]},{"as":"start-ms","function":"timestamp","args":[{"context":"time-start"}]},{"as":"end-ms","function":"timestamp","args":[{"context":"time-end"}]},{"as":"before-start","function":"greater-than","args":[{"field":"start-ms"},{"field":"day-ms"}]},{"as":"before-end","function":"greater-than","args":[{"field":"end-ms"},{"field":"day-ms"}]}]},{"name":"repository-observed-run-counts","subject":"Count observed logical Runs by repository from persistent daily buckets.","objective":"Supply the run-volume chart without computing activity health, ingestion coverage, or workflow costs.","acceptance":"Sum daily totals, not attempts or retained detail. 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No GitHub acquisition, HTML loading or fabricated evidence on navigation.","from":"operational-value-evidence","time":{"range":"all"}},{"name":"value-contracts","subject":"One retained contract per repository, workflow and versioned native measure.","objective":"Compute each report independently before selecting current workflow results.","acceptance":"Preserve separate versions and exact report identity. 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Preserve campaign and role across Activity imports. Retain run and status evidence; missing closure details stay unknown and closure is not proof of resolution.","description":"Campaign-addressable issue outcomes restricted to declared worker workflows.","from":"outcomes","joins":[{"source":"workflows","type":"inner","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"workflow-role","as":"declared-workflow-role"}]}],"filter":{"predicates":[{"field":"outcome-category","equals":"issue"},{"field":"declared-workflow-role","equals":"worker"}]},"select":[{"field":"campaign"},{"field":"organization"},{"field":"repository"},{"field":"safe-output"},{"field":"outcome-number"},{"field":"outcome-title","as":"event-summary"},{"field":"outcome-title"},{"field":"outcome-summary"},{"field":"outcome-status"},{"field":"outcome-state"},{"field":"issue-state"},{"field":"issue-closed"},{"field":"issue-state-reason"},{"field":"issue-status"},{"field":"issue-closing-status"},{"field":"issue-status-detail"},{"field":"issue-closed-at"},{"field":"issue-status-observed-at"},{"field":"outcome-category","as":"safe-output-type"},{"field":"workflow"},{"field":"workflow-name"},{"field":"run"},{"field":"observed-at"},{"field":"issue-link"},{"field":"external-link"},{"field":"run-link"}],"order-by":[{"field":"observed-at","direction":"desc"}]},{"name":"campaign-issue-tab-counts","subject":"Count the retained worker issues available for each campaign Reports tab.","objective":"Decide whether a campaign has retained worker issue reports to inspect.","acceptance":"For each returned campaign, items equals the number of rows in campaign-worker-issues for that campaign in the same horizon; missing campaigns are not treated as zero issues or verified resolution.","description":"One campaign row with the number of retained issue outcomes produced by campaign workers.","from":"campaign-worker-issues","aggregate":{"by":["campaign"],"values":[{"field":"campaign","as":"items","reducer":"count"}]}},{"name":"campaign-readme-orchestrators","subject":"Resolve one repository link for each campaign README from its declared orchestrator workflow.","objective":"Locate the declared orchestrator repository to contextualize a campaign README.","acceptance":"Each returned campaign and repository link traces to a declared orchestrator workflow; missing or multiple declarations are reported as uncertain rather than inventing a canonical repository.","from":"workflows","filter":{"predicates":[{"field":"workflow-role","equals":"orchestrator"}]},"select":[{"field":"campaign"},{"field":"repository-link"}]},{"name":"campaign-readme-details","subject":"Present retained campaign README content with its repository-relative link context.","objective":"Open the campaign's retained README in its declared repository context before relying on its guidance.","acceptance":"The README text and path match the campaign record and any repository link resolves through a declared orchestrator; absent content or repository linkage remains unavailable, not inferred.","from":"campaigns","joins":[{"source":"campaign-readme-orchestrators","type":"left","on":[{"left":"campaign","right":"campaign"}],"fields":[{"field":"repository-link","as":"repository-link"}]}],"select":[{"field":"campaign"},{"field":"campaign-readme"},{"field":"campaign-readme-path"},{"field":"repository-link"}]},{"name":"campaign-memory-campaigns","subject":"Provide the registered campaigns whose repository memory can be browsed together.","objective":"Choose a registered campaign for repository-memory inspection.","acceptance":"Each campaign identity and display name matches the retained campaign registry in the selected scope; listing a campaign does not establish that memory observations exist or are complete.","description":"Registered campaigns ordered for the all-campaign repository-memory browser.","from":"campaigns","select":[{"field":"campaign"},{"field":"campaign-name"}],"order-by":[{"field":"campaign-name","direction":"asc"}]},{"name":"campaign-performance-baseline-totals","subject":"Establish a selected-horizon campaign baseline from concluded run attempts while keeping reliability, unverified production, and efficiency as separate facts.","objective":"Select campaigns whose retained run reliability, output production, or AI Credit efficiency merits closer examination.","acceptance":"Concluded and successful attempts, outputs, and mean AI Credits reconcile to filtered retained runs; absent denominators or costs stay unknown. Produced outputs are unverified, not operational value.","description":"Canonical campaign run attempts aggregated into bounded selected-horizon baseline totals without treating runtime success or produced outputs as operational value.","from":"campaign-runs","compute":[{"as":"run-attempt-identity","function":"concat","args":[{"field":"run"},{"value":":"},{"field":"run-attempt"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["campaign"],"values":[{"field":"run-attempt-identity","as":"concluded-runs","reducer":"count","filter":{"predicates":[{"field":"status","in":["success","failure","cancelled","timed-out","action-required","neutral","skipped","stale","startup-failure"]}]}},{"field":"run-attempt-identity","as":"successful-runs","reducer":"count","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"safe-items-count","as":"runs-with-output-evidence","reducer":"count","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"safe-items-count","as":"produced-outputs","reducer":"sum","filter":{"predicates":[{"field":"status","equals":"success"}]}},{"field":"aic-total","as":"aic-per-successful-run","reducer":"mean","filter":{"predicates":[{"field":"status","equals":"success"},{"field":"positive-aic","equals":true}]}}]}},{"name":"campaign-run-status-counts","subject":"Count retained workflow runs by observed status for each campaign.","objective":"Show the distribution of run statuses so failed or stalled campaign runs can be identified.","acceptance":"Each count reconciles to campaign-runs rows with a start time for the same campaign and status; an empty result is not proof of healthy execution.","description":"Worker-side status distribution of campaign-attributed workflow runs.","from":"campaign-runs","aggregate":{"by":["campaign","status"],"values":[{"field":"started-at","as":"runs","reducer":"count"}]}},{"name":"campaign-dispatch-failure-reasons","subject":"Count retained failed workflow dispatches by failure reason for each campaign.","objective":"Prioritize which failure reasons need investigation first.","acceptance":"Each count reconciles to failed, startup-failure, timed-out, or stale dispatches for the same campaign and reason; missing reasons stay unknown and an empty result is not proof of healthy dispatch.","description":"Worker-side distribution of failure reasons across campaign workflow dispatches.","from":"dispatches","filter":{"predicates":[{"field":"status","in":["failure","startup-failure","timed-out","stale"]}]},"aggregate":{"by":["campaign","status-detail"],"values":[{"field":"run","as":"failed-dispatches","reducer":"count"}]},"order-by":[{"field":"failed-dispatches","direction":"desc"}]},{"name":"campaign-performance-baseline","subject":"Turn each campaign's selected-horizon baseline totals into deterministic reliability and production signals with an explicit successful-run efficiency fact.","objective":"Decide which campaign baseline signal needs run- or output-level verification next.","acceptance":"Success-rate and signal labels follow the retained totals and their explicit denominators; no concluded attempts or output evidence is distinguished from zero verified impact, and AI Credits per successful run remain a separate cost fact rather than a value score.","description":"A bounded, explainable baseline that distinguishes runtime reliability, unverified output production, and AI Credit efficiency.","from":"campaign-performance-baseline-totals","compute":[{"as":"success-rate","function":"quotient","args":[{"field":"successful-runs"},{"field":"concluded-runs"}]},{"as":"success-rate-display","function":"format-percent","args":[{"field":"success-rate"}]},{"as":"success-rate-percent","function":"product","args":[{"field":"success-rate"},{"value":100}]},{"as":"has-concluded-runs","function":"greater-than","args":[{"field":"concluded-runs"},{"value":0}]},{"as":"has-unsuccessful-runs","function":"greater-than","args":[{"field":"concluded-runs"},{"field":"successful-runs"}]},{"as":"observed-reliability-signal","function":"if","args":[{"field":"has-unsuccessful-runs"},{"value":"Unsuccessful runs observed"},{"value":"No unsuccessful runs observed"}]},{"as":"reliability-signal","function":"if","args":[{"field":"has-concluded-runs"},{"field":"observed-reliability-signal"},{"value":"No concluded runs observed"}]},{"as":"has-output-evidence","function":"greater-than","args":[{"field":"runs-with-output-evidence"},{"value":0}]},{"as":"has-produced-outputs","function":"greater-than","args":[{"field":"produced-outputs"},{"value":0}]},{"as":"observed-production-signal","function":"if","args":[{"field":"has-produced-outputs"},{"value":"Outputs produced; acceptance unverified"},{"value":"No outputs observed"}]},{"as":"production-signal","function":"if","args":[{"field":"has-output-evidence"},{"field":"observed-production-signal"},{"value":"Output evidence unavailable"}]}],"select":[{"field":"campaign"},{"field":"concluded-runs"},{"field":"successful-runs"},{"field":"success-rate"},{"field":"success-rate-display"},{"field":"success-rate-percent"},{"field":"reliability-signal"},{"field":"produced-outputs"},{"field":"production-signal"},{"field":"aic-per-successful-run"}]},{"name":"campaign-problem-runs","subject":"List retained failed runs for campaign problem investigation.","objective":"Choose a recent failed campaign run to investigate with its diagnostic evidence.","acceptance":"Each row corresponds to a retained campaign run with a declared failure, startup-failure, stale, or timed-out status; campaign-problem-run-evidence orders matching rows newest first. Absence is not proof of healthy execution or complete ingestion.","description":"Private failed-run input with retained diagnostic metadata; the evidence consumer orders only runs matching current runtime problems.","from":"campaign-runs","filter":{"predicates":[{"field":"status","in":["failure","startup-failure","stale","timed-out"]}]}},{"name":"campaign-problem-runtime-failures","subject":"Select current failing runtime partitions without presentation ordering.","objective":"Retain the exact current-failure eligibility needed by the problem evidence join.","acceptance":"A latest failure streak is a nonnegative integer, so failure-count at least one is equivalent to has-current-failure; missing or incomplete runtime evidence remains unknown.","description":"Private unsorted failure partitions for problem evidence; ordering is supplied by the retained failed runs.","from":"campaign-runtime-health-groups","filter":{"predicates":[{"field":"failure-count","gte":1}]},"compute":[{"as":"problem-kind","function":"coalesce","args":[{"value":"failure"},{"value":"failure"}]}]},{"name":"campaign-problem-runtime-partitions","subject":"Project current runtime problem keys and diagnoses for the failed-run evidence join.","objective":"Avoid sorting and retaining unused runtime problem presentation fields.","acceptance":"Retain both current failures and unobserved orchestrators, including their metadata and duplicate-key failure semantics; this projection does not establish health or root cause.","description":"Private compact equivalent of campaign-runtime-problems for equality enrichment, not presentation.","from":"campaign-problem-runtime-failures","union":["campaign-unobserved-orchestrators"],"select":[{"field":"campaign"},{"field":"workflow"},{"field":"runtime-repository"},{"field":"failure-count"},{"field":"problem-kind"}]},{"name":"campaign-problem-run-evidence","subject":"Attach the current campaign runtime problem summary to each retained failed Run for that partition.","objective":"Inspect the failure count and problem kind alongside a failed run without inferring its root cause.","acceptance":"Each returned row joins a retained failed run to a runtime problem on campaign, workflow, and runtime repository; the inner join drops unmatched runs, so compare with campaign-problem-runs before interpreting absence as no problem.","description":"Failed campaign runs annotated with the failure-count and problem-kind of their active runtime problem, one row per retained failed Run.","from":"campaign-problem-runs","joins":[{"source":"campaign-problem-runtime-partitions","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"}],"fields":[{"field":"failure-count","as":"failure-count"},{"field":"problem-kind","as":"problem-kind"}]}],"order-by":[{"field":"started-at","direction":"desc"},{"field":"run","direction":"desc"}]},{"name":"campaign-problem-latest-target-runs","subject":"Identify the most recent retained failed Run for each campaign workflow target repository.","objective":"Select the latest retained failed run identity for each campaign workflow and target partition.","acceptance":"For every returned campaign, workflow, runtime repository, and target repository, latest-target-run agrees with the maximum retained failed run identity in that partition; a missing partition is not a healthy target.","description":"One row per campaign workflow and target repository with its most recent retained failed Run identity.","from":"campaign-problem-run-evidence","aggregate":{"by":["campaign","workflow","runtime-repository","target-repository"],"values":[{"field":"run","as":"latest-target-run","reducer":"max"}]}},{"name":"campaign-problem-error-groups","subject":"Cluster retained failed Run evidence by workflow, runtime repository, target repository, and error signature so repeated identical failures for one target collapse into one diagnosable group.","objective":"Rank repeated target-specific error signatures for investigation without merging unrelated failures.","acceptance":"Occurrence-count and latest-run match retained failed runs grouped by campaign, workflow, repositories, problem kind, and signature; unknown signatures may group together. Counts do not prove a root cause.","description":"One row per distinct target repository and error signature within a campaign runtime problem partition, with an occurrence count and the most recent matching Run identity for follow-up.","from":"campaign-problem-run-evidence","aggregate":{"by":["campaign","campaign-name","workflow","workflow-name","workflow-role","runtime-repository","target-repository","rollout-mode","failure-count","problem-kind","error-signature","error-signature-label"],"values":[{"field":"run","as":"occurrence-count","reducer":"count"},{"field":"run","as":"latest-run","reducer":"max"}]}},{"name":"campaign-current-problem-error-groups","subject":"Keep only the newest error signature for each campaign workflow target repository.","objective":"Focus investigation on the signature associated with the latest retained failed run per target.","acceptance":"Each returned group joins campaign-problem-latest-target-runs on campaign, workflow, runtime repository, and latest run ID; target repository is not a join key, so verify target identity against underlying runs before claiming one current signature per target.","description":"Current target-specific error groups whose representative Run is the target repository's most recent retained failed Run.","from":"campaign-problem-error-groups","joins":[{"source":"campaign-problem-latest-target-runs","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"},{"left":"latest-run","right":"latest-target-run"}],"fields":[{"field":"latest-target-run","as":"current-target-run"}]}]},{"name":"campaign-problem-items","subject":"Attach the most recent representative Run evidence to each distinct campaign runtime problem error signature.","objective":"Open the representative failed run and target for each current campaign problem group.","acceptance":"Check joined run-link, run ID, campaign, workflow, and runtime repository; verify target against run evidence (not a join key). Unobserved orchestrators need inventory review. Missing evidence remains unknown; rollout mode does not authorize policy changes.","description":"Current campaign runtime problems represented by the newest error signature for each target repository, with its effective rollout mode, an occurrence count, the most recent matching failed Run, and a repair prompt.","from":"campaign-current-problem-error-groups","joins":[{"source":"campaign-problem-run-evidence","type":"inner","on":[{"left":"campaign","right":"campaign"},{"left":"workflow","right":"workflow"},{"left":"runtime-repository","right":"runtime-repository"},{"left":"latest-run","right":"run"}],"fields":[{"field":"started-at","as":"started-at"},{"field":"run","as":"run"},{"field":"status","as":"status"},{"field":"status-detail","as":"status-detail"},{"field":"failure-job","as":"failure-job"},{"field":"failure-message","as":"failure-message"},{"field":"failure-step","as":"failure-step"},{"field":"failure-log","as":"failure-log"},{"field":"gh-aw-version","as":"gh-aw-version"},{"field":"engine","as":"engine"},{"field":"engine-version","as":"engine-version"},{"field":"requested-model","as":"requested-model"},{"field":"resolved-model","as":"resolved-model"},{"field":"run-link","as":"run-link"},{"field":"repository-link","as":"repository-link"},{"field":"workflow-link","as":"workflow-link"},{"field":"workflow-source-link","as":"workflow-source-link"}]}],"union":["campaign-unobserved-orchestrators"],"compute":[{"as":"problem-title","function":"coalesce","args":[{"field":"failure-message"},{"field":"status-detail"},{"field":"error-signature-label"},{"field":"workflow-name"}]},{"as":"_runtime-repository-encoded","function":"url-encode","args":[{"field":"runtime-repository"}]},{"as":"_runtime-repository-href","function":"concat","args":[{"value":"#page-repository-detail?repository="},{"field":"_runtime-repository-encoded"}]},{"as":"runtime-repository-link","function":"dashboard-link","args":[{"field":"repository-link"},{"field":"_runtime-repository-href"},{"field":"runtime-repository"},{"field":"runtime-repository"}]},{"as":"_target-repository-encoded","function":"url-encode","args":[{"field":"target-repository"}]},{"as":"_target-repository-href","function":"concat","args":[{"value":"#page-repository-detail?repository="},{"field":"_target-repository-encoded"}]},{"as":"target-repository-link","function":"dashboard-link","args":[{"field":"target-repository"},{"field":"_target-repository-href"},{"field":"target-repository"}]}],"order-by":[{"field":"workflow-name","direction":"asc"},{"field":"runtime-repository","direction":"asc"},{"field":"occurrence-count","direction":"desc"},{"field":"started-at","direction":"desc"}]},{"name":"campaign-problem-tab-counts","subject":"Count the current runtime problem items available for each campaign Problems tab.","objective":"Determine whether the campaign has current retained failure groups requiring review.","acceptance":"For every returned campaign, items equals the number of campaign-problem-items rows in the same horizon; a missing count does not establish zero failures or healthy execution.","description":"One campaign row with the number of current runtime problem groups.","from":"campaign-problem-items","aggregate":{"by":["campaign"],"values":[{"field":"campaign","as":"items","reducer":"count"}]}},{"name":"campaign-baseline-successful-runs","subject":"Project successful concluded attempts from the selected-horizon campaign baseline.","objective":"Show the successful share of concluded runs without implying verified impact.","acceptance":"Counts reconcile to campaign-performance-baseline-totals; missing campaigns do not imply zero runs.","from":"campaign-performance-baseline-totals","compute":[{"as":"outcome","function":"concat","args":[{"value":"Successful attempts"},{"value":""}]}],"select":[{"field":"campaign"},{"field":"outcome"},{"field":"successful-runs","as":"runs"}]},{"name":"campaign-baseline-other-runs","subject":"Project non-successful concluded attempts from the selected-horizon campaign baseline.","objective":"Show the remaining concluded runs for reliability review.","acceptance":"Runs equal concluded-runs minus successful-runs; the category includes every other concluded status, not just failures.","from":"campaign-performance-baseline-totals","compute":[{"as":"outcome","function":"concat","args":[{"value":"Other concluded attempts"},{"value":""}]},{"as":"other-runs","function":"difference","args":[{"field":"concluded-runs"},{"field":"successful-runs"}]}],"select":[{"field":"campaign"},{"field":"outcome"},{"field":"other-runs","as":"runs"}]},{"name":"campaign-baseline-outcome-distribution","subject":"Compare successful and other concluded attempts in the selected horizon.","objective":"Spot campaign run reliability that needs inspection.","acceptance":"Successful and other counts sum to concluded attempts; neither runtime result nor output production establishes operational value.","from":"campaign-baseline-successful-runs","union":["campaign-baseline-other-runs"]},{"name":"campaign-audit-summary-plot-inventory","subject":"Describe the rendered audit-summary chart using the shared campaign Insights plot contract.","objective":"Find campaigns with retained high- or medium-severity audit summaries worth reviewing.","acceptance":"Each campaign's bucket count equals its retained audit-event-summary-buckets rows; the count describes displayed groups, not distinct incidents or confirmed harm, and missing buckets are not proof of safety.","description":"One plot-inventory row per campaign when its high- and medium-severity audit summary chart has data.","from":"audit-event-summary-buckets","aggregate":{"by":["campaign"],"values":[{"field":"event-summary","as":"buckets","reducer":"count"}]}},{"name":"campaign-insight-plot-inventory","subject":"Inventory every plot rendered on each campaign Insights page through one reusable plot contract.","objective":"Choose an available campaign Insights plot to inspect its underlying evidence.","acceptance":"Each plot entry is supplied by the audit summary plot inventory for the same campaign; experimental operational-value evidence is excluded, no plot count is treated as outcome quality, and unavailable evidence is not synthesized into a plot.","description":"One campaign row per rendered Insights plot, independent of the plot's data source or renderer.","from":"campaign-audit-summary-plot-inventory"},{"name":"campaign-insight-tab-counts","subject":"Count the plots declared by the shared campaign Insights plot inventory.","objective":"Determine whether a campaign has evidence-backed Insights plots to inspect.","acceptance":"For every returned campaign, items equals its rows in campaign-insight-plot-inventory for the same horizon; absent rows do not establish absent value, and plot counts do not measure impact.","description":"One campaign row with the number of rendered Insights plots, independent of plot type.","from":"campaign-insight-plot-inventory","aggregate":{"by":["campaign"],"values":[{"field":"campaign","as":"items","reducer":"count"}]}},{"name":"workflow-ordered-runs","subject":"Order retained run attempts within each workflow by their observed start time.","objective":"Identify each workflow's latest execution without importing event coverage or outcome totals.","acceptance":"The first chronological attempt in each workflow partition has no preceding run delta; break timestamp ties by run ID and attempt, and use creation time for queued runs.","from":"runs","compute":[{"as":"latest-run-at","function":"coalesce","args":[{"field":"started-at"},{"field":"created-at"}]}],"window":[{"operation":"change","field":"run","as":"preceding-run-delta","mode":"absolute","groupby":["organization","repository","workflow"],"order-by":[{"field":"latest-run-at","direction":"desc"},{"field":"run","direction":"desc"},{"field":"run-attempt","direction":"desc"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"latest-run-at"},{"field":"run-status"},{"field":"run-conclusion"},{"field":"preceding-run-delta"},{"field":"run-link"}]},{"name":"workflow-latest-runs","subject":"Project the latest retained run attempt for each workflow.","objective":"Expose each workflow's latest observed execution state without implying aggregate outcomes.","acceptance":"Select only the first chronologically ordered attempt per workflow; preserve queued and in-progress states instead of treating unknown conclusions as failures.","from":"workflow-ordered-runs","filter":{"predicates":[{"field":"preceding-run-delta","equals":"unknown"}]},"compute":[{"as":"observed-conclusion","function":"coalesce","args":[{"field":"run-conclusion"},{"value":"unknown"}]},{"as":"completed","function":"equals-any","args":[{"field":"run-status"},{"value":"completed"}]},{"as":"latest-run-status","function":"if","args":[{"field":"completed"},{"field":"observed-conclusion"},{"field":"run-status"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"latest-run-at"},{"field":"latest-run-status"},{"field":"run-link"}]},{"name":"workflow-list-preview","subject":"Show workflow declarations while latest-run evidence is still loading.","objective":"Make workflow identities and drill links available before retained runs are evaluated.","acceptance":"Preserve every declared workflow and its drill link; leave latest-run fields absent until the complete projection arrives.","from":"workflows","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-label","function":"concat","args":[{"field":"repository-coordinate"},{"value":":"},{"field":"workflow"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"declared-role","function":"coalesce","args":[{"field":"workflow-role"},{"value":"standalone"}]},{"as":"declared-mode","function":"coalesce","args":[{"field":"rollout-mode"},{"value":"unknown"}]},{"as":"declared-registration","function":"coalesce","args":[{"field":"workflow-active"},{"value":"unknown"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-label"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-display-name"},{"field":"workflow-label"}]}],"select":[{"field":"organization"},{"field":"repository-coordinate","as":"repository"},{"field":"workflow"},{"field":"workflow-display-name","as":"workflow-name"},{"field":"workflow-label"},{"field":"campaign-name"},{"field":"declared-role","as":"workflow-role"},{"field":"declared-mode","as":"rollout-mode"},{"field":"declared-registration","as":"workflow-active"},{"field":"repository-link"},{"field":"workflow-dashboard-link","as":"workflow-link"}],"order-by":[{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"workflow-list","subject":"List declared workflows in latest observed run order.","objective":"Open a dedicated workflow page from a lightweight inventory with its latest execution status.","acceptance":"Preserve textual run identities and keep unobserved workflows last with an explicit missing-run state; use only workflow declarations and retained runs, not event coverage or aggregate success/failure counters.","from":"workflows","joins":[{"source":"workflow-latest-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"run","as":"latest-run"},{"field":"latest-run-at","as":"latest-run-at"},{"field":"latest-run-status","as":"observed-run-status"},{"field":"run-link","as":"run-link"}]}],"compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-label","function":"concat","args":[{"field":"repository-coordinate"},{"value":":"},{"field":"workflow"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"declared-role","function":"coalesce","args":[{"field":"workflow-role"},{"value":"standalone"}]},{"as":"declared-mode","function":"coalesce","args":[{"field":"rollout-mode"},{"value":"unknown"}]},{"as":"declared-registration","function":"coalesce","args":[{"field":"workflow-active"},{"value":"unknown"}]},{"as":"observed-run-id","function":"coalesce","args":[{"field":"latest-run"},{"value":"0"}]},{"as":"has-observed-run","function":"greater-than","args":[{"field":"observed-run-id"},{"value":0}]},{"as":"latest-run-status","function":"coalesce","args":[{"field":"observed-run-status"},{"value":"No observed run"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-label"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-display-name"},{"field":"workflow-label"}]}],"select":[{"field":"organization"},{"field":"repository-coordinate","as":"repository"},{"field":"workflow"},{"field":"workflow-display-name","as":"workflow-name"},{"field":"workflow-label"},{"field":"campaign-name"},{"field":"declared-role","as":"workflow-role"},{"field":"declared-mode","as":"rollout-mode"},{"field":"declared-registration","as":"workflow-active"},{"field":"latest-run"},{"field":"latest-run-at"},{"field":"latest-run-status"},{"field":"has-observed-run"},{"field":"repository-link"},{"field":"workflow-dashboard-link","as":"workflow-link"},{"field":"run-link"}],"order-by":[{"field":"has-observed-run","direction":"desc"},{"field":"latest-run-at","direction":"desc"},{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"runs-daily-health-buckets","subject":"Select whole UTC start-day buckets against the requested time bounds.","objective":"Expose UTC bucket boundaries for declarative daily time selection.","acceptance":"Compute bounds from observed execution-start days only; missing request bounds remain unset and no sub-day totals or missing days are fabricated.","from":"daily-run-counts","compute":[{"as":"day-midnight","function":"concat","args":[{"field":"day"},{"value":"T00:00:00Z"}]},{"as":"day-ms","function":"timestamp","args":[{"field":"day-midnight"}]},{"as":"start-ms","function":"timestamp","args":[{"context":"time-start"}]},{"as":"end-ms","function":"timestamp","args":[{"context":"time-end"}]},{"as":"before-start","function":"greater-than","args":[{"field":"start-ms"},{"field":"day-ms"}]},{"as":"before-end","function":"greater-than","args":[{"field":"end-ms"},{"field":"day-ms"}]}]},{"name":"runs-daily-health-totals","subject":"Sum observed daily run health across the selected scope.","objective":"Keep daily activity counts independent of detail retention.","acceptance":"Sum only daily counts, never retained Runs. UTC start-day buckets are selected by midnight; sub-day totals are unsupported. Missing or undated evidence remains unavailable or partial.","from":"runs-daily-health-buckets","filter":{"predicates":[{"field":"before-start","in":[false,null]},{"field":"before-end","in":[true,null]}]},"aggregate":{"by":["day"],"values":[{"field":"successful","as":"successful","reducer":"sum"},{"field":"failed","as":"failed","reducer":"sum"},{"field":"approval","as":"approval","reducer":"sum"},{"field":"pending","as":"pending","reducer":"sum"},{"field":"other","as":"other","reducer":"sum"}]}},{"name":"runs-daily-successful","subject":"Observed daily successful run counts.","objective":"Expose the successful class for the daily runtime-health chart.","acceptance":"Project successful counts from scoped daily totals without re-reading detail; runtime success does not imply accepted outcomes.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Successful"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"successful","as":"runs"}]},{"name":"runs-daily-failed","subject":"Observed daily failed run counts.","objective":"Expose the failed class for the daily runtime-health chart.","acceptance":"Project failed counts from scoped daily totals, preserving zero counts and aggregate coverage without deriving incidents.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Failed"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"failed","as":"runs"}]},{"name":"runs-daily-approval","subject":"Observed daily approval-required run counts.","objective":"Expose approval-required observations in the daily runtime-health chart.","acceptance":"Project approval counts from scoped daily totals without treating approval-required observations as successes or failures.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Approval required"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"approval","as":"runs"}]},{"name":"runs-daily-pending","subject":"Observed daily pending run counts.","objective":"Expose last-observed pending state in the daily runtime-health chart.","acceptance":"Project pending counts from scoped daily totals; counts describe last-observed evidence, not a live execution census.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Pending"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"pending","as":"runs"}]},{"name":"runs-daily-other","subject":"Observed daily unclassified terminal or missing-status run counts.","objective":"Expose the remaining runtime-health class without implying success.","acceptance":"Project other counts from scoped daily totals; preserve zeros and coverage without interpreting skipped, cancelled, or unknown evidence as success.","from":"runs-daily-health-totals","compute":[{"as":"runtime-health","function":"literal","args":[{"value":"Other"}]}],"select":[{"field":"day"},{"field":"runtime-health"},{"field":"other","as":"runs"}]},{"name":"runs-daily-conclusions","subject":"Daily observed runtime health classes for the Runs chart.","objective":"Investigate daily activity independently of retained run detail.","acceptance":"Classes sum to observed dated Runs, not attempts or verified outcomes. Pending is last-observed state; Other is not success. Select whole UTC start-day buckets by midnight, not sub-day totals. Preserve partial or unavailable coverage.","from":"runs-daily-successful","union":["runs-daily-failed","runs-daily-approval","runs-daily-pending","runs-daily-other"],"order-by":[{"field":"day","direction":"asc"},{"field":"runtime-health","direction":"asc"}]},{"name":"entity-events","subject":"Project all run-owned records for reusable cards and run drill-down.","objective":"Expose run-owned event identity, status, provenance, timestamp, and available navigation links for inspection.","acceptance":"Projected event fields and fallback URL trace to the source record; a missing link or event is not proof of no output, and event status alone does not verify downstream impact.","from":"event-base","compute":[{"as":"event-url","function":"coalesce","args":[{"field":"safe-output-url"},{"field":"correlation-id"},{"field":"implementation-pull-request-url"}]}],"select":[{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"run"},{"field":"run-attempt"},{"field":"event"},{"field":"event-source"},{"field":"event-type"},{"field":"event-summary"},{"field":"event-status"},{"field":"github-entity-type"},{"field":"safe-output-type"},{"field":"event-url"},{"field":"event-timestamp","as":"observed-at"},{"field":"run-link"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"event","direction":"asc"}]},{"name":"runs-table","subject":"Show observed workflow runs in a table with execution, repository, workflow, engine, model, and navigation details.","objective":"Locate observed runs whose recorded status or conclusion needs closer inspection.","acceptance":"Show recorded run identity, status, conclusion, scope, execution metadata, and source links in newest-first order; absent runs require a freshness and coverage check, and a successful run is not proof of accepted outcomes.","description":"Observed workflow runs ordered from newest to oldest.","from":"runs","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]}],"select":[{"field":"run"},{"field":"run-status"},{"field":"run-conclusion"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"rollout-mode"},{"field":"engine"},{"field":"engine-version"},{"field":"gh-aw-version"},{"field":"requested-model"},{"field":"resolved-model"},{"field":"started-at"},{"field":"repository-link"},{"field":"workflow-link"},{"field":"run-link"}],"order-by":[{"field":"started-at","direction":"desc"}]},{"name":"workflow-aic-per-run","subject":"List declared workflows with recorded positive AI Credit costs and their average cost per run.","objective":"Identify workflows with observed run AIC averages worth investigating alongside run evidence.","acceptance":"Include only declared workflows with at least one run attempt reporting positive AIC; exclude zero and missing telemetry from the average and ranking, without interpreting missing telemetry as free execution.","description":"Workflow AI Credit averages limited to run attempts with recorded positive AIC.","from":"workflows","joins":[{"source":"workflow-aic-run-totals","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"runs","as":"observed-runs"},{"field":"aic-runs","as":"observed-aic-runs"},{"field":"aic","as":"observed-aic"}]}],"compute":[{"as":"repository-slug","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-display-name","function":"coalesce","args":[{"field":"workflow-name"},{"field":"workflow"}]},{"as":"workflow-identity","function":"concat","args":[{"field":"repository-slug"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-identity"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-display-name"},{"value":" workflow dashboard"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"field":"workflow-link"},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-identity"}]},{"as":"aic-per-run","function":"quotient","args":[{"field":"observed-aic"},{"field":"observed-aic-runs"}]}],"filter":{"predicates":[{"field":"observed-aic-runs","gte":1}]},"select":[{"field":"workflow-identity","as":"workflow-label"},{"field":"workflow-dashboard-link","as":"workflow-link"},{"field":"aic-per-run"}],"order-by":[{"field":"aic-per-run","direction":"desc"}],"limit":10},{"name":"dashboard-ingestion-health","subject":"Expose the current collection state for the global ingestion indicator.","objective":"Distinguish reported ingestion failure or recovery from the age of retained workflow evidence.","acceptance":"Use the authorized server collection-health classification, not cumulative failures or browser refresh time. Missing or unauthorized health remains unknown and static dashboards do not request this source.","from":"collection-health","select":[{"field":"configured"},{"field":"health"}],"limit":1},{"name":"dashboard-data-freshness","subject":"Find the newest workflow activity timestamp in retained canonical data.","objective":"Warn globally when the ingested workflow evidence has not advanced for 24 hours.","acceptance":"Use upstream updated-at, falling back to created-at, never browser import or refresh time. Missing or invalid timestamps remain unknown; inactivity alone does not prove an ingestion failure.","from":"runs","compute":[{"as":"data-at","function":"coalesce","args":[{"field":"updated-at"},{"field":"created-at"}]},{"as":"data-at-ms","function":"timestamp","args":[{"field":"data-at"}]}],"aggregate":{"values":[{"field":"data-at-ms","as":"latest-data-at","reducer":"max"}]}},{"name":"indexing-shards","subject":"List retained Activity shard import receipts.","objective":"Inspect which shards were ingested, when, and how many records they committed.","acceptance":"Show shard scope, phase, import status, import timestamp, counts and payload identity from retained receipts. Import time is not upstream freshness and missing receipts do not prove complete coverage.","from":"transactions","filter":{"predicates":[{"field":"kind","in":["ingest-normalized-jsonl","ingest-jsonl","ingest-jsonl-failed","runs","records"]}]},"select":[{"field":"id"},{"field":"payloadScope","as":"shard"},{"field":"kind"},{"field":"activity-status","as":"status"},{"field":"createdAt","as":"ingested-at"},{"field":"committedRecords","as":"committed-records"},{"field":"rawRuns","as":"workflow-runs"},{"field":"payloadHash","as":"payload-hash"}],"order-by":[{"field":"ingested-at","direction":"desc"}]},{"name":"ingestion-queued","subject":"Label the shared collection task queue depth for the administrator queue chart.","objective":"Identify total ready and scheduled collection work, including backfill tasks.","acceptance":"Show the observed shared queue depth only when collection is configured; missing or unauthorized health data is not zero pending work.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"Ready and scheduled"},{"value":"Ready and scheduled"}]}],"select":[{"field":"queue"},{"field":"queue-depth","as":"tasks"}]},{"name":"ingestion-inflight","subject":"Label current in-flight collection tasks for the administrator queue chart.","objective":"Distinguish leased collection tasks from work awaiting collection.","acceptance":"Show the observed pending task count only when collection is configured; do not infer a count from an unavailable source.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"In flight"},{"value":"In flight"}]}],"select":[{"field":"queue"},{"field":"pending-tasks","as":"tasks"}]},{"name":"ingestion-backfill","subject":"Label cumulative backfill run admissions for the administrator ingestion chart.","objective":"Compare historically admitted run tasks with current outstanding work without treating admissions as a live backlog.","acceptance":"Show the cumulative run task admissions only when collection is configured; this value does not decrease as tasks complete and missing health data does not imply completed backfill.","from":"collection-health","filter":{"predicates":[{"field":"configured","equals":true}]},"compute":[{"as":"queue","function":"coalesce","args":[{"value":"Backfill admitted (total)"},{"value":"Backfill admitted (total)"}]}],"select":[{"field":"queue"},{"field":"backfill-queued-run-tasks","as":"tasks"}]},{"name":"ingestion-queue-sizes","subject":"Compare current shared queue pressure, in-flight tasks, and cumulative historical backfill admissions from the administrator-only server snapshot.","objective":"Spot a growing backlog without treating past backfill admissions as outstanding work.","acceptance":"Current queue sizes and cumulative admissions come only from an authorized collection-health snapshot; unavailable state is not zero.","from":"ingestion-queued","union":["ingestion-inflight","ingestion-backfill"],"select":[{"field":"queue"},{"field":"tasks"}]},{"name":"ingestion-webhook-status","subject":"Inspect live webhook delivery counters for the current server process.","objective":"Distinguish signature validation, acknowledgements, rejections and failures without polling GitHub.","acceptance":"Show only authorized process-local counters, including in-flight requests, duplicate acknowledgements and signed pings. Counters reset on restart, are not replica totals, and do not establish GitHub-side webhook registration or completed collection. Refresh the active subscription even without canonical data changes.","from":"webhook-status","compute":[{"as":"configuration","function":"if","args":[{"field":"configured"},{"value":"Configured"},{"value":"Not configured"}]}],"limit":1},{"name":"ingestion-health","subject":"Show the current Redis-backed webhook and collection health snapshot.","objective":"Determine whether the reported collection, webhook, queue, and backfill state warrants inspecting ingestion diagnostics.","acceptance":"Report the observed health, queue, failure, success, and projection timestamps together; verify freshness and configuration before calling collection healthy, and treat missing state as unknown rather than zero.","from":"collection-health","select":[{"field":"configured"},{"field":"health"},{"field":"queue-depth"},{"field":"pending-tasks"},{"field":"dead-letters"},{"field":"oldest-pending-age"},{"field":"backfill"},{"field":"backfill-failures"},{"field":"backfill-queued-run-tasks"},{"field":"webhook-load"},{"field":"collection-load"},{"field":"failure-load"},{"field":"last-projected"},{"field":"last-webhook-at"},{"field":"last-failure-at"},{"field":"last-failure-code"},{"field":"last-success-at"},{"field":"webhook-received"},{"field":"webhook-duplicate"},{"field":"webhook-admission-failed"},{"field":"task-queued"},{"field":"task-coalesced"},{"field":"collection-succeeded"},{"field":"collection-failed"},{"field":"collection-retried"},{"field":"collection-dead-lettered"}]},{"name":"github-api-usage","subject":"Show retained GitHub API quota usage per bucket and in aggregate over the last 24 hours.","objective":"Determine whether any GitHub App installation or the CAO fleet as a whole is approaching its GitHub API rate limit.","acceptance":"Report peak usage percentages with their limits, used, and reserved counts; treat a slot without observations as unknown rather than idle, and never infer credentials from bucket identity.","from":"github-quota-usage","select":[{"field":"observed-at"},{"field":"scope"},{"field":"bucket"},{"field":"app"},{"field":"installation"},{"field":"resource"},{"field":"buckets"},{"field":"limit"},{"field":"used"},{"field":"reserved"},{"field":"usage-percent"}]},{"name":"marketplace-directory","subject":"Browse packages from configured marketplace registries.","objective":"Present a stable alphabetical directory that can be loaded in bounded pages.","acceptance":"Preserve resolver-produced provenance and package metadata. Order by package name and immutable source so continuation pages neither skip nor duplicate entries; discovery grants no installation authority.","from":"marketplace-packages","order-by":[{"field":"package-name","direction":"asc"},{"field":"package-source","direction":"asc"}]},{"name":"marketplace-package-detail","subject":"Expose normalized marketplace package records for source-coordinate lookup by the detail view.","objective":"Locate the resolver-produced package record for a source coordinate supplied by the consuming view.","acceptance":"Use the returned package-source, registry, ref, and resolved-commit fields when inspecting a matching record; the query itself does not filter by coordinate, and an absent match is not proof of package nonexistence or approval.","from":"marketplace-packages"},{"name":"friction-by-workflow","subject":"Rank workflows by observed gh-aw audit friction AI Credit totals for investigation.","objective":"Identify which repository and workflow combinations have the largest measured friction totals in retained observations.","acceptance":"Compare friction-aic and distinct runs with the underlying measurement states and attribution evidence; do not equate a ranking with avoidable cost or a validated saving.","description":"Total gh-aw audit friction cost grouped by repository and workflow.","from":"friction","compute":[{"as":"positive-aic","function":"greater-than","args":[{"field":"aic"},{"value":0}]},{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["workflow-coordinate","repository-coordinate","workflow"],"values":[{"field":"aic","as":"friction-aic","reducer":"sum","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"run","as":"runs","reducer":"distinct-count"}]},"order-by":[{"field":"friction-aic","direction":"desc"},{"field":"workflow-coordinate","direction":"asc"}]},{"name":"friction-observations","subject":"List retained gh-aw audit friction measurements with their run context and attribution totals.","objective":"Trace each reported friction measurement to a run and distinguish counted, suppressed, and unattributed occurrences.","acceptance":"Preserve native AIC, total-run AIC, measurement state, timestamps, links, and occurrence counts; missing or unattributed evidence remains uncertain, not a verified opportunity for savings.","description":"Newest friction measurements first, preserving the native audit values and uncertainty state.","from":"friction","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"friction-percent","function":"format-percent","args":[{"field":"friction-ratio"}]}],"select":[{"field":"event-timestamp","as":"observed-at"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"run"},{"field":"run-link"},{"field":"measurement-state"},{"field":"aic"},{"field":"total-run-aic"},{"field":"friction-percent"},{"field":"counted-occurrences"},{"field":"suppressed-occurrences"},{"field":"unattributed-occurrences"}],"order-by":[{"field":"observed-at","direction":"desc"},{"field":"run","direction":"desc"}]},{"name":"indexing-shard-dates","subject":"Read the activity date encoded in each retained transaction's shard filename.","objective":"Separate source shard dates from ingestion timestamps.","acceptance":"Keep every transaction and leave absent, invalid, or structural shard dates unknown; never substitute import time.","from":"transactions","compute":[{"as":"shard-day","function":"activity-shard-day","args":[{"field":"payloadScope"}]},{"as":"missing-shard-day","function":"equals-any","args":[{"field":"shard-day"},{"value":null}]}]},{"name":"indexing-shard-entry-counts","subject":"Count retained ingestion entries for each valid shard activity date.","objective":"Expose coincident ingestion density as circle area without changing individual run counts.","acceptance":"Count dated transaction identities across all kinds, including zero and unavailable run counts. This is retained ingestion evidence, not distinct runs, bytes, or upstream coverage.","from":"indexing-shard-dates","filter":{"predicates":[{"field":"missing-shard-day","equals":false}]},"aggregate":{"by":["shard-day"],"values":[{"field":"id","as":"shard-entry-count","reducer":"count"}]}},{"name":"indexing-ingestion-runs","subject":"Show retained ingestion transactions at the activity date encoded in their shard filename.","objective":"Compare reported run counts by source shard activity date, independently of import time, and expose coincident ingestion density.","acceptance":"Preserve all dated transactions without grouping, limits or page filters. Size by retained entries on the shard day, not distinct runs or coverage. Never substitute import time. Missing run counts remain labeled zero-position placeholders, not measured zeroes.","from":"indexing-shard-dates","joins":[{"source":"indexing-shard-entry-counts","type":"left","on":[{"left":"shard-day","right":"shard-day"}],"fields":[{"field":"shard-entry-count","as":"shard-entry-count"}]}],"filter":{"predicates":[{"field":"missing-shard-day","equals":false}]},"compute":[{"as":"workflow-runs","function":"coalesce","args":[{"field":"rawRuns"},{"value":0}]},{"as":"missing-run-count","function":"equals-any","args":[{"field":"rawRuns"},{"value":null}]},{"as":"run-count-status","function":"if","args":[{"field":"missing-run-count"},{"value":"Run count unavailable (shown at 0)"},{"value":"Reported run count"}]}],"select":[{"field":"id"},{"field":"kind"},{"field":"createdAt"},{"field":"shard-day"},{"field":"rawRuns"},{"field":"workflow-runs"},{"field":"shard-entry-count"},{"field":"run-count-status"}],"order-by":[{"field":"shard-day","direction":"asc"},{"field":"id","direction":"asc"}]},{"name":"indexing-daily-run-counts","subject":"Inspect admitted daily logical Run counts independently of retained detail and shard receipts.","objective":"Make the daily run-count projection visible as an ingestion diagnostic.","acceptance":"Sum daily buckets by observed UTC execution-start day across repositories and workflows, without page filters, detail fallback, fabricated days or zero populations. Preserve aggregate coverage and partial or unavailable evidence; counts do not prove upstream completeness.","from":"daily-run-counts","aggregate":{"by":["day"],"values":[{"field":"total","as":"runs","reducer":"sum"}]},"select":[{"field":"day","as":"date"},{"field":"runs"}],"order-by":[{"field":"date","direction":"asc"}]},{"name":"indexing-campaigns-table-count","subject":"Count retained campaigns rows in the dashboard database.","objective":"Provide the retained campaigns row count for the table-count diagnostic.","acceptance":"Label the result campaigns and count campaign rows in the current database; absence or zero does not establish completeness or expected campaign coverage.","from":"campaigns","compute":[{"as":"table","function":"literal","args":[{"value":"campaigns"}]}],"aggregate":{"by":["table"],"values":[{"field":"campaign","as":"records","reducer":"count"}]}},{"name":"indexing-repositories-table-count","subject":"Count retained repositories rows in the dashboard database.","objective":"Provide the retained repositories row count for the table-count diagnostic.","acceptance":"Label the result repositories and count repository rows in the current database; absence or zero does not establish completeness or expected repository coverage.","from":"repositories","compute":[{"as":"table","function":"literal","args":[{"value":"repositories"}]}],"aggregate":{"by":["table"],"values":[{"field":"repository","as":"records","reducer":"count"}]}},{"name":"indexing-workflows-table-count","subject":"Count retained workflows rows in the dashboard database.","objective":"Provide the retained workflows row count for the table-count diagnostic.","acceptance":"Label the result workflows and count workflow rows in the current database; absence or zero does not establish completeness or expected workflow coverage.","from":"workflows","compute":[{"as":"table","function":"literal","args":[{"value":"workflows"}]}],"aggregate":{"by":["table"],"values":[{"field":"workflow","as":"records","reducer":"count"}]}},{"name":"indexing-runs-table-count","subject":"Count retained workflow runs rows in the dashboard database.","objective":"Provide the retained workflow runs row count for the table-count diagnostic.","acceptance":"Label the result workflow runs and count run rows in the current database; absence or zero does not establish completeness or expected execution volume.","from":"runs","compute":[{"as":"table","function":"literal","args":[{"value":"runs"}]}],"aggregate":{"by":["table"],"values":[{"field":"run","as":"records","reducer":"count"}]}},{"name":"indexing-domains-table-count","subject":"Count retained network domains rows in the dashboard database.","objective":"Provide the retained network domains row count for the table-count diagnostic.","acceptance":"Label the result network domains and count domain event rows in the current database; absence or zero does not prove no network activity.","from":"domains","compute":[{"as":"table","function":"literal","args":[{"value":"domains"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-tools-table-count","subject":"Count retained tool events rows in the dashboard database.","objective":"Provide the retained tool events row count for the table-count diagnostic.","acceptance":"Label the result tool events and count tool event rows in the current database; absence or zero does not prove no tool use.","from":"tools","compute":[{"as":"table","function":"literal","args":[{"value":"tools"}]}],"aggregate":{"by":["table"],"values":[{"field":"table","as":"records","reducer":"count"}]}},{"name":"indexing-audits-table-count","subject":"Count retained audit events rows in the dashboard database.","objective":"Provide the retained audit events row count for the table-count diagnostic.","acceptance":"Label the result audit events and count audit event rows in the current database; absence or zero does not prove no audit findings.","from":"audits","compute":[{"as":"table","function":"literal","args":[{"value":"audits"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-issues-table-count","subject":"Count retained issue events rows in the dashboard database.","objective":"Provide the retained issue events row count for the table-count diagnostic.","acceptance":"Label the result issue events and count issue event rows in the current database; absence or zero does not prove no issues exist.","from":"issues","compute":[{"as":"table","function":"literal","args":[{"value":"issues"}]}],"aggregate":{"by":["table"],"values":[{"field":"event","as":"records","reducer":"count"}]}},{"name":"indexing-operational-values-table-count","subject":"Count retained operational values rows in the dashboard database.","objective":"Provide the retained operational values row count for the table-count diagnostic.","acceptance":"Label the result operational values and count operational-value rows in the current database; absence or zero does not imply zero value or an evaluated outcome.","from":"operational-values","compute":[{"as":"table","function":"literal","args":[{"value":"operationalValues"}]}],"aggregate":{"by":["table"],"values":[{"field":"operational-value","as":"records","reducer":"count"}]}},{"name":"indexing-transactions-table-count","subject":"Count retained ingestion transactions rows in the dashboard database.","objective":"Provide the retained ingestion transactions row count for the table-count diagnostic.","acceptance":"Label the result ingestion transactions and count transaction IDs in the current database; absence or zero does not establish whether upstream ingestion ran.","from":"transactions","compute":[{"as":"table","function":"literal","args":[{"value":"transactions"}]}],"aggregate":{"by":["table"],"values":[{"field":"id","as":"records","reducer":"count"}]}},{"name":"indexing-database-table-counts","subject":"Count retained canonical dashboard database rows by table.","objective":"Compare the retained table row counts to identify tables needing further ingestion or coverage investigation.","acceptance":"Union the named table-count projections and report their table labels and counts; check source availability, retention, and separate transaction evidence before interpreting an empty or small table as an ingestion defect.","from":"indexing-campaigns-table-count","union":["indexing-repositories-table-count","indexing-workflows-table-count","indexing-runs-table-count","indexing-domains-table-count","indexing-tools-table-count","indexing-audits-table-count","indexing-issues-table-count","indexing-operational-values-table-count","indexing-transactions-table-count"],"order-by":[{"field":"records","direction":"desc"},{"field":"table","direction":"asc"}]},{"name":"indexing-transactions","subject":"Prepare retained ingestion transactions for card presentation.","objective":"Expose transaction identity, kind, timestamp, committed-record count, and payload hash for ingestion traceability.","acceptance":"Projected fields match retained transactions without implying successful upstream coverage from a committed count or hash alone; missing transactions require a freshness and availability check.","from":"transactions","select":[{"field":"id"},{"field":"kind"},{"field":"createdAt","as":"created-at"},{"field":"committedRecords","as":"committed-records"},{"field":"payloadHash","as":"payload-hash"}]},{"name":"engines-models-sample-distribution","subject":"Describe agent and model combinations in the seven-day statistical run sample.","objective":"Find sampled combinations to investigate without scanning the full retained run history.","acceptance":"Count unweighted selected Runs after frame selection. Keep statistical-frame-id in grouped rows and frame metadata on empty results. Zero-allocation strata are not population zeros. Preserve unknown identifiers; failure reserves can alter composition. Never mix sample counts with exact usage or infer population shares.","description":"Unweighted composition of the seven-day statistical sample; not a population estimate. Failure outcomes may be oversampled.","from":"statistical-runs","compute":[{"as":"summary","function":"concat","args":[{"field":"agent-id"},{"value":" / "},{"field":"model-id"}]}],"aggregate":{"by":["summary","statistical-frame-id"],"values":[{"field":"run","as":"sampled-runs","reducer":"count"}]},"order-by":[{"field":"sampled-runs","direction":"desc"},{"field":"summary","direction":"asc"}]},{"name":"engines-models-usage","subject":"Summarize run-level AIC and token usage by agent and model identifiers without treating unavailable telemetry as zero.","objective":"Locate agent and model combinations whose observed per-run AIC or token usage merits checking against individual runs.","acceptance":"Report run counts and native minimum, mean, and maximum values only for reported metrics; inspect underlying runs for per-metric telemetry coverage and context before comparing combinations, and infer neither efficiency nor outcome value from usage alone.","description":"Observed workflow runs grouped by agent ID and model ID. AIC statistics use only positive-AIC runs; token statistics use runs that reported each token metric.","from":"runs","compute":[{"as":"summary","function":"concat","args":[{"field":"agent-id"},{"value":" / "},{"field":"model-id"}]},{"as":"positive-aic","function":"greater-than","args":[{"field":"aic-total"},{"value":0}]}],"aggregate":{"by":["summary"],"values":[{"field":"run","as":"runs","reducer":"count"},{"field":"aic-total","as":"minimum-aic-per-run","reducer":"min","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"average-aic-per-run","reducer":"mean","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"aic-total","as":"maximum-aic-per-run","reducer":"max","filter":{"predicates":[{"field":"positive-aic","equals":true}]}},{"field":"input-tokens","as":"minimum-input-tokens-per-run","reducer":"min"},{"field":"input-tokens","as":"average-input-tokens-per-run","reducer":"mean"},{"field":"input-tokens","as":"maximum-input-tokens-per-run","reducer":"max"},{"field":"output-tokens","as":"minimum-output-tokens-per-run","reducer":"min"},{"field":"output-tokens","as":"average-output-tokens-per-run","reducer":"mean"},{"field":"output-tokens","as":"maximum-output-tokens-per-run","reducer":"max"},{"field":"cache-read-tokens","as":"minimum-cache-read-tokens-per-run","reducer":"min"},{"field":"cache-read-tokens","as":"average-cache-read-tokens-per-run","reducer":"mean"},{"field":"cache-read-tokens","as":"maximum-cache-read-tokens-per-run","reducer":"max"},{"field":"cache-write-tokens","as":"minimum-cache-write-tokens-per-run","reducer":"min"},{"field":"cache-write-tokens","as":"average-cache-write-tokens-per-run","reducer":"mean"},{"field":"cache-write-tokens","as":"maximum-cache-write-tokens-per-run","reducer":"max"},{"field":"reasoning-tokens","as":"minimum-reasoning-tokens-per-run","reducer":"min"},{"field":"reasoning-tokens","as":"average-reasoning-tokens-per-run","reducer":"mean"},{"field":"reasoning-tokens","as":"maximum-reasoning-tokens-per-run","reducer":"max"}]},"select":[{"field":"summary"},{"field":"runs"},{"field":"average-aic-per-run"},{"field":"minimum-aic-per-run"},{"field":"maximum-aic-per-run"},{"field":"minimum-input-tokens-per-run"},{"field":"average-input-tokens-per-run"},{"field":"maximum-input-tokens-per-run"},{"field":"minimum-output-tokens-per-run"},{"field":"average-output-tokens-per-run"},{"field":"maximum-output-tokens-per-run"},{"field":"minimum-cache-read-tokens-per-run"},{"field":"average-cache-read-tokens-per-run"},{"field":"maximum-cache-read-tokens-per-run"},{"field":"minimum-cache-write-tokens-per-run"},{"field":"average-cache-write-tokens-per-run"},{"field":"maximum-cache-write-tokens-per-run"},{"field":"minimum-reasoning-tokens-per-run"},{"field":"average-reasoning-tokens-per-run"},{"field":"maximum-reasoning-tokens-per-run"}],"order-by":[{"field":"runs","direction":"desc"},{"field":"summary","direction":"asc"}]},{"name":"skill-invocations","subject":"Select observed skill invocations for skill usage analytics.","objective":"Expose skill event identity, scope, invocation counts, and failed counts for downstream usage analysis.","acceptance":"Keep each observed event and its repository/workflow attribution with native counts; missing records or failed counts alone do not establish whether a skill was useful or available.","from":"skills","select":[{"field":"event","as":"id"},{"field":"name","as":"skill"},{"field":"organization"},{"field":"repository"},{"field":"workflow"},{"field":"invocation-count"},{"field":"failed-count"}]},{"name":"skill-invocations-by-skill","subject":"Rank skills by their observed invocation count.","objective":"Identify skills with the highest observed invocation totals for follow-up inspection.","acceptance":"Sum observed invocation counts by skill and retain the rank as a usage description; do not equate popularity with effectiveness or infer unobserved invocations.","from":"skill-invocations","aggregate":{"by":["skill"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]},"order-by":[{"field":"invocations","direction":"desc"},{"field":"skill","direction":"asc"}]},{"name":"skill-invocations-by-workflow-totals","subject":"Rank workflows by their observed skill invocation count.","objective":"Produce repository-scoped workflow invocation totals for downstream skill-usage comparison.","acceptance":"Sum observed invocation counts by organization, repository, and workflow; totals describe recorded usage only, not success or expected adoption.","from":"skill-invocations","aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]}},{"name":"skill-invocations-by-workflow","subject":"Present workflow skill invocation totals with drill-through navigation to the workflow dashboard.","objective":"Expose observed workflow skill invocation totals with a link to inspect each workflow.","acceptance":"Each projected workflow coordinate, link, and invocation total traces to the grouped source; using a link to investigate does not establish that usage caused an outcome.","from":"skill-invocations-by-workflow-totals","compute":[{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-coordinate"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-coordinate"},{"value":" workflow dashboard"}]},{"as":"workflow-link","function":"dashboard-link","args":[{"value":""},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-coordinate"}]}],"select":[{"field":"workflow-coordinate"},{"field":"workflow-link"},{"field":"invocations"}],"order-by":[{"field":"invocations","direction":"desc"},{"field":"workflow-coordinate","direction":"asc"}]},{"name":"skill-workflow-totals","subject":"Count observed invocations for each skill and workflow.","objective":"Produce skill-by-workflow invocation totals for the downstream inventory.","acceptance":"Sum observed invocation counts by skill, organization, repository, and workflow; missing combinations are not evidence that a skill could not run.","from":"skill-invocations","aggregate":{"by":["skill","organization","repository","workflow"],"values":[{"field":"invocation-count","as":"invocations","reducer":"sum"}]}},{"name":"skill-workflow-inventory","subject":"List observed skills by workflow with drill-through navigation to the workflow dashboard.","objective":"Identify observed skill/workflow combinations and provide a workflow link for inspecting their runs.","acceptance":"Show the repository, workflow, skill, link, and observed invocation total from the grouped evidence; an absent row does not prove non-use, and a high count does not prove effectiveness.","from":"skill-workflow-totals","compute":[{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-coordinate"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-coordinate"},{"value":" workflow dashboard"}]},{"as":"workflow-link","function":"dashboard-link","args":[{"value":""},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-coordinate"}]}],"select":[{"field":"skill"},{"field":"repository-coordinate"},{"field":"workflow"},{"field":"workflow-link"},{"field":"invocations"}],"order-by":[{"field":"invocations","direction":"desc"},{"field":"skill","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"experiment-assignment-coverage","subject":"Count observed run assignments for each experiment and workflow without inferring a completion target.","objective":"Expose assignment counts by experiment and workflow for investigating observed experiment coverage.","acceptance":"Count retained assignment rows in each experiment/workflow group, not distinct runs; do not invent a target, infer missing assignments from absent groups, or treat assignments as eval or grader outcomes.","from":"experiment-assignments","compute":[{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"aggregate":{"by":["workflow-coordinate","experiment"],"values":[{"field":"run","as":"assignments","reducer":"count"}]}},{"name":"eval-status-ledger","subject":"Inspect every explicitly classified eval answer, including UNKNOWN.","objective":"Expose retained eval observations with their workflow, run evidence and observation time.","acceptance":"Keep recorded YES, NO and UNKNOWN answers distinct; unknown or absent evidence must not imply success or failure, and historical answers are not current verdicts or validated operational outcomes.","from":"eval-observations","compute":[{"as":"_recorded-run-href","function":"link-href","args":[{"field":"evidence-link"}]},{"as":"_eval-run-href","function":"coalesce","args":[{"field":"_recorded-run-href"},{"field":"evidence-link"}]},{"as":"run-link","function":"link","args":[{"field":"_eval-run-href"},{"field":"run"}]}],"filter":{"predicates":[{"field":"eval-result","in":["YES","NO","UNKNOWN"]}]}},{"name":"eval-answer-counts","subject":"Count recorded YES, NO and UNKNOWN answers for each workflow-scoped eval.","objective":"Provide complete answer denominators before expanding each eval into three bars.","acceptance":"Keep canonical eval identities separate and count only explicitly classified observations. Select at most 33 complete eval groups, never truncate an answer group.","from":"eval-status-ledger","aggregate":{"by":["organization","repository","workflow","eval"],"values":[{"field":"eval-result","as":"answers","reducer":"count"},{"field":"eval-result","as":"yes","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"YES"}]}},{"field":"eval-result","as":"no","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"NO"}]}},{"field":"eval-result","as":"unknown","reducer":"count","filter":{"predicates":[{"field":"eval-result","equals":"UNKNOWN"}]}}]},"order-by":[{"field":"eval","direction":"asc"},{"field":"organization","direction":"asc"},{"field":"repository","direction":"asc"},{"field":"workflow","direction":"asc"}],"limit":33},{"name":"eval-yes-shares","subject":"Compute the YES share of each eval's recorded answers.","objective":"Expose recorded YES proportions for comparing answer categories without inferring verified operational outcomes.","acceptance":"Emit one YES row per retained canonical eval group, including zero YES counts; answer-share is yes / answers across recorded YES, NO and UNKNOWN observations. Do not count absent observations.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"YES"}]},{"as":"answer-order","function":"literal","args":[{"value":0}]},{"as":"answer-share","function":"quotient","args":[{"field":"yes"},{"field":"answers"}]}]},{"name":"eval-no-shares","subject":"Compute the NO share of each eval's recorded answers.","objective":"Expose recorded NO proportions for comparing answer categories without treating historical answers as current verdicts.","acceptance":"Emit one NO row per retained canonical eval group, including zero NO counts; answer-share is no / answers across recorded YES, NO and UNKNOWN observations. Do not count absent observations.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"NO"}]},{"as":"answer-order","function":"literal","args":[{"value":1}]},{"as":"answer-share","function":"quotient","args":[{"field":"no"},{"field":"answers"}]}]},{"name":"eval-unknown-shares","subject":"Compute the explicit UNKNOWN share of each eval's recorded answers.","objective":"Expose explicitly recorded UNKNOWN proportions without conflating absent observations with classified uncertainty.","acceptance":"Emit one UNKNOWN row per retained canonical eval group, including zero UNKNOWN counts; answer-share is unknown / answers across recorded YES, NO and UNKNOWN observations. Missing observations are not UNKNOWN answers.","from":"eval-answer-counts","compute":[{"as":"eval-result","function":"literal","args":[{"value":"UNKNOWN"}]},{"as":"answer-order","function":"literal","args":[{"value":2}]},{"as":"answer-share","function":"quotient","args":[{"field":"unknown"},{"field":"answers"}]}]},{"name":"eval-answer-distribution","subject":"Compare YES, NO and UNKNOWN percentages within each eval.","objective":"Show three horizontal bars per eval that together account for all recorded answers.","acceptance":"Emit all three answer categories, including zero shares; percentages sum to 100 per canonical eval. Missing observations are not UNKNOWN answers. Preserve workflow and repository attribution.","from":"eval-yes-shares","union":["eval-no-shares","eval-unknown-shares"],"compute":[{"as":"answer-percent","function":"product","args":[{"field":"answer-share"},{"value":100}]},{"as":"eval-label","function":"concat","args":[{"field":"eval"},{"value":" | "},{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]}],"order-by":[{"field":"eval-label","direction":"asc"},{"field":"answer-order","direction":"asc"}]},{"name":"grader-observed-maxima","subject":"Find each workflow-scoped grader's maximum retained value in the selected data.","objective":"Provide an observed normalization denominator without mixing grader identities or claiming a theoretical maximum.","acceptance":"Group by canonical grader identity, not display name; ignore missing values and preserve zero or negative maxima without substituting a denominator.","from":"grader-observations","aggregate":{"by":["grader-id"],"values":[{"field":"value","as":"max-grader-value","reducer":"max"}]}},{"name":"grader-normalized-observations","subject":"Normalize each grader observation by that grader's observed maximum.","objective":"Compare relative grader values over time while preserving native measurements and run provenance.","acceptance":"Compute value / max-grader-value without clamping or inverting lower-is-better measures; zero or missing denominators produce null, never a fabricated zero or infinity.","from":"grader-observations","joins":[{"source":"grader-observed-maxima","type":"left","on":[{"left":"grader-id","right":"grader-id"}],"fields":[{"field":"max-grader-value","as":"max-grader-value"}]}],"compute":[{"as":"normalized-value","function":"quotient","args":[{"field":"value"},{"field":"max-grader-value"}]},{"as":"_observation-time","function":"timestamp","args":[{"field":"observed-at"}]},{"as":"_unplottable-value","function":"equals-any","args":[{"field":"normalized-value"},{"value":null}]},{"as":"_unplottable-time","function":"equals-any","args":[{"field":"_observation-time"},{"value":null}]},{"as":"grader-series","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":" / "},{"field":"workflow"},{"value":" / "},{"field":"grader"}]}]},{"name":"grader-value-scatter","subject":"Plot timed grader observations with a defined value-to-observed-maximum ratio.","objective":"Show relative grader measurements at their recorded observation times.","acceptance":"Keep each eligible observation and its run link; omit missing ratios or observation times from the plot while retaining those records in the native-value ledger. Ratios are not eval answers or evidence of improvement.","from":"grader-normalized-observations","filter":{"predicates":[{"field":"_unplottable-value","equals":false},{"field":"_unplottable-time","equals":false}]},"order-by":[{"field":"observed-at","direction":"asc"}]},{"name":"grader-status-ledger","subject":"Report grader measurements, units and explicit statuses without confusing them with binary eval answers.","objective":"Preserve numeric grader evidence and distinguish explicit per-observation pass and fail verdicts from unknown statuses.","acceptance":"Retain native grader values, units and statuses. Map only pass/passed to YES and fail/failed to NO in the auxiliary verdict field, leaving all other statuses unknown; never infer an eval answer, current success, causation or policy authority from a grader score.","from":"grader-observations","compute":[{"as":"is-pass","function":"equals-any","args":[{"field":"status"},{"value":"pass"},{"value":"passed"}]},{"as":"is-fail","function":"equals-any","args":[{"field":"status"},{"value":"fail"},{"value":"failed"}]},{"as":"non-pass-verdict","function":"if","args":[{"field":"is-fail"},{"value":"NO"},{"value":"unknown"}]},{"as":"verdict","function":"if","args":[{"field":"is-pass"},{"value":"YES"},{"field":"non-pass-verdict"}]}]},{"name":"routing-session-observations","subject":"Read metadata-only unified-session routing evidence.","objective":"Keep routing analytics independent of native logs and inferred run totals.","acceptance":"Only recognized session events contribute; event clocks remain absent when unrecorded.","from":"audits","filter":{"predicates":[{"field":"event-type","in":["session.format","workflow.info","workflow.job_result","agent.execution","firewall.model_routing","firewall.token_usage","usage.report","firewall.steering","firewall.upstream_error","model.config","model.baseline_estimate","model.resolution","model_routing.outcome","model_endpoint.mismatch","session.collection","session.collection_warning","subagent.request","subagent.started","subagent.configured","subagent.completed","subagent.failed","subagent.model_unavailable"]}]},"compute":[{"as":"record-clock","function":"timestamp","args":[{"field":"event-timestamp"}]},{"as":"event-clock","function":"coalesce","args":[{"field":"routing-session-clock"},{"field":"record-clock"}]},{"as":"routing-run-key","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"run"}]},{"as":"agent-phase","function":"equals-any","args":[{"field":"phase"},{"value":"agent"}]},{"as":"proxy-selection","function":"equals-any","args":[{"field":"routing-stage"},{"value":"selection"}]},{"as":"proxy-failure","function":"equals-any","args":[{"field":"routing-stage"},{"value":"failure"}]},{"as":"has-agent-name","function":"greater-than","args":[{"field":"routing-agent-name"},{"value":""}]}]},{"name":"routing-session-attempts","from":"routing-session-observations","subject":"Identify available session files and their earliest recorded clocks.","objective":"Keep rerun attempts from multiplying routing denominators.","acceptance":"Attempt order is only a tie-breaker after the recorded session clock.","aggregate":{"by":["routing-run-key","run-attempt"],"values":[{"field":"event-clock","as":"session-clock","reducer":"min"}]}},{"name":"routing-session-order","from":"routing-session-attempts","subject":"Order duplicate run sessions by run time and attempt.","objective":"Keep the latest file for each repository/run identity.","acceptance":"Only one attempt contributes to routing facts.","window":[{"operation":"row-number","field":"run-attempt","as":"session-position","groupby":["routing-run-key"],"order-by":[{"field":"session-clock","direction":"desc"},{"field":"run-attempt","direction":"desc"}]}]},{"name":"routing-latest-sessions","from":"routing-session-order","subject":"Retain one authoritative session attempt per run.","objective":"Avoid mixing picks or accounting from reruns.","acceptance":"Duplicate attempts remain available in session coverage.","filter":{"predicates":[{"field":"session-position","equals":1}]}},{"name":"routing-session-events","from":"routing-session-observations","subject":"Read routing metadata from the latest session file per run.","objective":"Deduplicate rerun attempts before any metric.","acceptance":"Earlier attempts never add cost or change the selected pick.","joins":[{"source":"routing-latest-sessions","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"},{"left":"run-attempt","right":"run-attempt"}],"fields":[{"field":"session-clock","as":"session-clock"}]}]},{"name":"routing-run-facts","subject":"Collect per-session source facts without interpreting absence as success.","objective":"Resolve routing states and coverage from runner and proxy evidence.","acceptance":"Agent-phase proxy selection wins over failure and harness status; untimed observations keep unknown time.","from":"routing-session-events","aggregate":{"by":["routing-run-key","organization","repository","workflow","run"],"values":[{"field":"event-clock","as":"run-clock","reducer":"min"},{"field":"run-link","as":"run-link","reducer":"unique"},{"field":"engine","as":"engine","reducer":"unique"},{"field":"event","as":"workflow-info-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"},{"field":"required","equals":true}]}},{"field":"event-status","as":"session-format","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"session.format"}]}},{"field":"event","as":"selection-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"selection"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"failure-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"failure"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"local-effort-failures","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"failure"},{"field":"code","equals":"unsupported_reasoning_effort"}]}},{"field":"event","as":"proxy-record-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"agent-accounting-count","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"firewall.token_usage"},{"field":"phase","equals":"agent"}]}},{"field":"event","as":"subagent-count","reducer":"count","filter":{"predicates":[{"field":"event-type","in":["subagent.started","subagent.request","subagent.configured","subagent.completed","subagent.failed","subagent.model_unavailable"]}]}},{"field":"routing-status","as":"harness-status","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-enabled","as":"configured-enabled","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-selected-model","as":"harness-model","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"telemetry-model","as":"workflow-model","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-selected-effort","as":"harness-effort","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-mode","as":"harness-mode","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-awf-version","as":"session-awf-version","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.info"}]}},{"field":"routing-goal","as":"configured-goal","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-configured-mode","as":"configured-routing-mode","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"routing-max-credits","as":"configured-max-credits","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"model.config"}]}},{"field":"event-status","as":"agent-result","reducer":"unique","filter":{"predicates":[{"field":"event-type","equals":"workflow.job_result"},{"field":"name","equals":"agent"},{"field":"event-status","in":["success","failure","cancelled","skipped"]}]}},{"field":"event","as":"warnings","reducer":"count","filter":{"predicates":[{"field":"event-type","equals":"session.collection_warning"}]}}]}},{"name":"routing-ordered-selections","subject":"Order proxy selections within each session.","objective":"Use the last selection by normalized clock and file order.","acceptance":"Harness and advisory picks never override proxy selections.","from":"routing-session-events","filter":{"predicates":[{"field":"event-type","equals":"firewall.model_routing"},{"field":"routing-stage","equals":"selection"},{"field":"phase","equals":"agent"}]},"window":[{"operation":"row-number","field":"source-sequence","as":"selection-position","groupby":["routing-run-key"],"order-by":[{"field":"event-timestamp","direction":"desc"},{"field":"source-sequence","direction":"desc"}]}]},{"name":"routing-selections","subject":"Retain one authoritative proxy pick per run.","objective":"Avoid multiplying requests or run counts after re-selection.","acceptance":"One row per identified run uses the final proxy 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medians and comparisons.","acceptance":"A complete phase has its selected accounting source, no missing AIC and no unaccounted nonlocal 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complete or explicitly partial agent-phase costs.","objective":"Keep detection and evals out of agent-phase comparisons.","acceptance":"Classifier remains part of agent-phase cost.","filter":{"predicates":[{"field":"phase","equals":"agent"}]}},{"name":"routing-detection-costs","from":"routing-phase-costs","subject":"Retain detection-phase cost completeness separately.","objective":"Do not count detection as classifier or agent traffic.","acceptance":"Missing detection evidence remains unknown, not zero.","filter":{"predicates":[{"field":"phase","equals":"detection"}]}},{"name":"routing-cost-runs","from":"routing-resolved-runs","subject":"Attach accounting completeness to identified routing runs.","objective":"Provide comparable costs only for complete runs.","acceptance":"An absent cost stays unknown and never inherits aggregate run AIC.","joins":[{"source":"routing-runs","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"main-aic","as":"main-aic"},{"field":"baseline-model","as":"baseline-model"},{"field":"baseline-aic","as":"baseline-aic"},{"field":"baseline-complete","as":"baseline-complete"}]},{"source":"routing-agent-costs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"complete-aic","as":"complete-aic"},{"field":"complete","as":"cost-complete"},{"field":"missing-count","as":"missing-cost-records"}]},{"source":"routing-detection-costs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"complete-aic","as":"detection-aic"},{"field":"complete","as":"detection-complete"}]}],"compute":[{"as":"run-cost-complete","function":"if","args":[{"field":"cost-complete"},{"field":"detection-complete"},{"value":false}]},{"as":"run-aic","function":"sum","args":[{"field":"complete-aic"},{"field":"detection-aic"}]},{"as":"budget-use","function":"quotient","args":[{"field":"run-aic"},{"field":"configured-max-credits"}]}]},{"name":"routing-run-summary","from":"routing-runs","subject":"Keep the selected Run's compact routing and baseline evidence visible.","objective":"Preserve the comparison when shorter-lived Audit detail expires.","acceptance":"Retained aggregate costs and baseline evidence survive Audit expiry; absent phase details stay unknown.","joins":[{"source":"routing-cost-runs","type":"left","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"cost-complete","as":"cost-complete"},{"field":"missing-cost-records","as":"missing-cost-records"},{"field":"detection-aic","as":"detection-aic"},{"field":"run-aic","as":"run-aic"},{"field":"budget-use","as":"budget-use"}]}]},{"name":"routing-weekly-cost-totals","from":"routing-runs","subject":"Summarize complete agent-phase costs by UTC ISO week and routing state.","objective":"Expose trends without including partial costs.","acceptance":"Untimed runs cannot enter time buckets.","filter":{"predicates":[{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","routing-state"],"values":[{"field":"run","as":"runs","reducer":"count"},{"field":"complete-aic","as":"complete-runs","reducer":"count"},{"field":"complete-aic","as":"observed-median","reducer":"median"}]}},{"name":"routing-weekly-accounting-cost","from":"routing-weekly-cost-totals","subject":"Gate weekly medians by complete sample size.","objective":"Keep sparse weeks from implying meaningful cost trends.","acceptance":"Weeks below the configurable minimum display insufficient data.","parameters":[{"name":"minimum-sample","type":"number"}],"compute":[{"as":"cost-series","function":"concat","args":[{"value":"Agent-phase accounting: "},{"field":"routing-state"}]},{"as":"sample-floor","function":"difference","args":[{"parameter":"minimum-sample"},{"value":1}]},{"as":"enough-samples","function":"greater-than","args":[{"field":"complete-runs"},{"field":"sample-floor"}]},{"as":"median-aic","function":"if","args":[{"field":"enough-samples"},{"field":"observed-median"},{"value":null}]},{"as":"sample-status","function":"if","args":[{"field":"enough-samples"},{"value":"observational"},{"value":"insufficient data"}]}],"order-by":[{"field":"week","direction":"asc"}]},{"name":"routing-resolutions","from":"routing-session-events","subject":"Read runner-written configured-model resolutions for scoped routing runs.","objective":"Explain what each workflow role's configured model resolved to before the engine launched.","acceptance":"Only model.resolution facts from latest scoped attempts contribute; missing or unsafe values and failed null resolutions remain unknown.","joins":[{"source":"routing-runs","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"run-clock","as":"run-clock"},{"field":"observed-at","as":"run-observed-at"},{"field":"full-repository","as":"full-repository"},{"field":"routing-dashboard-link","as":"routing-dashboard-link"},{"field":"routing-state","as":"run-routing-state"}]}],"filter":{"predicates":[{"field":"event-type","equals":"model.resolution"}]},"compute":[{"as":"resolution-engine","function":"coalesce","args":[{"field":"telemetry-engine"},{"value":"unknown"}]},{"as":"resolution-role-label","function":"coalesce","args":[{"field":"resolution-role"},{"value":"unknown"}]},{"as":"configured-model","function":"coalesce","args":[{"field":"resolution-configured-model"},{"value":"unknown"}]},{"as":"resolved-model-label","function":"coalesce","args":[{"field":"resolution-resolved-model"},{"value":"unknown"}]},{"as":"resolution-provider","function":"coalesce","args":[{"field":"provider"},{"value":"unknown"}]},{"as":"resolution-status","function":"coalesce","args":[{"field":"event-status"},{"value":"unknown"}]},{"as":"failed-resolution","function":"equals-any","args":[{"field":"event-status"},{"value":"failed"}]},{"as":"failure-cause","function":"coalesce","args":[{"field":"code"},{"value":"unknown"}]},{"as":"resolution-cause","function":"if","args":[{"field":"failed-resolution"},{"field":"failure-cause"},{"field":"code"}]},{"as":"unknown-resolved-model","function":"equals-any","args":[{"field":"resolution-resolved-model"},{"value":null}]},{"as":"untimed","function":"equals-any","args":[{"field":"run-clock"},{"value":null}]},{"as":"configured-to-resolved","function":"concat","args":[{"field":"configured-model"},{"value":" 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routing health shares per repository and workflow.","objective":"Tell whether routing is on and working from selection, failure or fallback, pick adherence, known outcomes and complete cost.","acceptance":"A zero denominator or no complete cost is unknown, never zero; unknown job outcomes are excluded from the success rate.","from":"routing-health-totals","compute":[{"as":"estimated-cost-vs-baseline","function":"quotient","args":[{"field":"paired-main-aic"},{"field":"paired-baseline-aic"}]},{"as":"estimated-cost-percent","function":"format-percent","args":[{"field":"estimated-cost-vs-baseline"}]},{"as":"selected-share","function":"quotient","args":[{"field":"selected-runs"},{"field":"routed-runs"}]},{"as":"failure-share","function":"quotient","args":[{"field":"failure-runs"},{"field":"routed-runs"}]},{"as":"followed-share","function":"quotient","args":[{"field":"followed-runs"},{"field":"adherence-known-runs"}]},{"as":"success-rate","function":"quotient","args":[{"field":"successes"},{"field":"known-outcomes"}]},{"as":"selected-percent","function":"format-percent","args":[{"field":"selected-share"}]},{"as":"failure-percent","function":"format-percent","args":[{"field":"failure-share"}]},{"as":"followed-percent","function":"format-percent","args":[{"field":"followed-share"}]},{"as":"success-percent","function":"format-percent","args":[{"field":"success-rate"}]}],"order-by":[{"field":"routed-runs","direction":"desc"},{"field":"full-repository","direction":"asc"},{"field":"workflow","direction":"asc"}]},{"name":"routing-weekly-models","from":"routing-runs","subject":"Count proxy-selected runs by UTC ISO week and picked model.","objective":"Show what the router chooses over time.","acceptance":"Only selected runs with a known pick model and a recorded run clock contribute; an unrecorded effort does not exclude a run.","filter":{"predicates":[{"field":"routing-state","equals":"selected"},{"field":"unknown-pick-model","equals":false},{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","pick-model"],"values":[{"field":"run","as":"runs","reducer":"count"}]},"order-by":[{"field":"week","direction":"asc"},{"field":"pick-model","direction":"asc"}]},{"name":"routing-weekly-paired-totals","from":"routing-runs","subject":"Weekly paired complete main-request costs by baseline model.","objective":"Compare routing cost trends with each named baseline using identical main-request populations.","acceptance":"Only timed runs with complete positive baseline estimates and matching known main-request costs contribute to both medians.","filter":{"predicates":[{"field":"paired","equals":true},{"field":"run-clock","gte":0}]},"compute":[{"as":"week","function":"date-bucket","args":[{"field":"observed-at"},{"value":"week"}]}],"aggregate":{"by":["week","baseline-model"],"values":[{"field":"run","as":"complete-runs","reducer":"count"},{"field":"paired-main-aic","as":"observed-main-median","reducer":"median"},{"field":"paired-baseline-aic","as":"baseline-estimate-median","reducer":"median"}]}},{"name":"routing-weekly-paired-cost","from":"routing-weekly-paired-totals","subject":"Paired main-request samples that meet the chosen evidence floor.","objective":"Avoid changing routing policy based on insufficient paired evidence.","acceptance":"Observed and estimated series share the same complete-run count and configurable minimum sample.","parameters":[{"name":"minimum-sample","type":"number"}],"compute":[{"as":"sample-floor","function":"difference","args":[{"parameter":"minimum-sample"},{"value":1}]},{"as":"enough-samples","function":"greater-than","args":[{"field":"complete-runs"},{"field":"sample-floor"}]}]},{"name":"routing-weekly-main-observed","from":"routing-weekly-paired-cost","subject":"Observed main-request AIC for the same eligible runs as each baseline.","objective":"Identify weeks when routed main-request costs exceed the matching baseline estimate.","acceptance":"Observed medians exclude classifier and sub-agent costs and remain unknown below the paired sample floor.","compute":[{"as":"cost-series","function":"concat","args":[{"value":"Main requests observed (baseline: 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main-agent requests to an explicitly estimated baseline.","objective":"Change routing goal or mode when paired observed cost exceeds the named baseline.","acceptance":"Keep agent-phase accounting separate, baseline models distinct and sparse weeks as gaps.","order-by":[{"field":"week","direction":"asc"},{"field":"cost-series","direction":"asc"}]},{"name":"routing-failure-problems","from":"routing-runs","subject":"Runs whose routing failure codes require investigation.","objective":"Investigate routing configuration or execution failures before changing rollout.","acceptance":"Emit one row per run with recorded routing failure identifiers, excluding upstream errors handled by their own kind.","filter":{"predicates":[{"field":"routing-failure-codes","gte":""}]},"compute":[{"as":"problem-kind","function":"literal","args":[{"value":"routing 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rows.","joins":[{"source":"routing-runs","type":"inner","on":[{"left":"routing-run-key","right":"routing-run-key"}],"fields":[{"field":"run","as":"run"},{"field":"full-repository","as":"full-repository"},{"field":"workflow","as":"workflow"},{"field":"run-clock","as":"run-clock"},{"field":"observed-at","as":"observed-at"},{"field":"routing-dashboard-link","as":"routing-dashboard-link"}]}],"compute":[{"as":"untimed","function":"equals-any","args":[{"field":"run-clock"},{"value":null}]}],"order-by":[{"field":"untimed","direction":"asc"},{"field":"run-clock","direction":"desc"},{"field":"run","direction":"desc"},{"field":"problem-kind","direction":"asc"}]},{"name":"simulator-database-inputs","subject":"Model daily run volume and 30-day retained detail from user-supplied scenario inputs.","objective":"Compare hypothetical workload choices without treating results as observed activity.","acceptance":"Each simulated day uses the selected inputs; skipped runs retain summaries and detailed records have a 30-day lifetime.","description":"Each simulated day includes all accumulated run summaries; tools and issues belong only to non-skipped runs and expire after 30 days.","from":"simulation-days","parameters":[{"name":"repositories","type":"number"},{"name":"runs-per-day","type":"number"},{"name":"tools-per-run","type":"number"},{"name":"issues-per-run","type":"number"},{"name":"skip-rate","type":"number"}],"compute":[{"as":"runs-daily","function":"product","args":[{"parameter":"repositories"},{"parameter":"runs-per-day"}]},{"as":"skip-fraction","function":"quotient","args":[{"parameter":"skip-rate"},{"value":100}]},{"as":"active-fraction","function":"difference","args":[{"value":1},{"field":"skip-fraction"}]},{"as":"summary-runs","function":"product","args":[{"field":"day"},{"field":"runs-daily"}]},{"as":"past-ttl","function":"greater-than","args":[{"field":"day"},{"value":30}]},{"as":"detail-days","function":"if","args":[{"field":"past-ttl"},{"value":30},{"field":"day"}]},{"as":"detail-runs","function":"product","args":[{"field":"detail-days"},{"field":"runs-daily"},{"field":"active-fraction"}]},{"as":"tools-per-run","function":"literal","args":[{"parameter":"tools-per-run"}]},{"as":"issues-per-run","function":"literal","args":[{"parameter":"issues-per-run"}]}]},{"name":"simulator-run-size","subject":"Estimate retained run-summary table size at 512 bytes per run.","objective":"Show modeled accumulation of run summaries.","acceptance":"Summary size includes every simulated run at 512 bytes and is not presented as measured storage.","from":"simulator-database-inputs","compute":[{"as":"table","function":"literal","args":[{"value":"Run summaries"}]},{"as":"bytes","function":"product","args":[{"field":"summary-runs"},{"value":512}]}],"select":[{"field":"day"},{"field":"table"},{"field":"bytes"}]},{"name":"simulator-tool-size","subject":"Estimate retained tool table size at 256 bytes per tool on non-skipped runs.","objective":"Show modeled tool-record growth under the selected workload.","acceptance":"Tool size uses only non-skipped simulated runs and 256 bytes per tool over the retained period.","from":"simulator-database-inputs","compute":[{"as":"table","function":"literal","args":[{"value":"Tools (30-day 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missing inventory is not treated as zero eligible targets.","from":"overview-registered-repository-summary","compute":[{"as":"coverage-key","function":"concat","args":[{"value":"repository-coverage"},{"value":""}]}],"select":[{"field":"registered-repositories"},{"field":"coverage-key"}]},{"name":"overview-rhythm","subject":"Compare all workflow runs by weekday, layering this week over last week.","objective":"Show the observed weekday pattern across both calendar weeks, regardless of status or conclusion.","acceptance":"Verify weekday order, counts including unsuccessful and in-flight runs, and reached-day flags. Missing rhythm is unavailable, not zero activity; do not attribute changes to workflow improvements.","from":"overview-runs","time":{"range":"15d"},"compute":[{"as":"rhythm-point","function":"calendar-week-point","args":[{"field":"started-at"},{"context":"time-end"},{"value":true}]}],"aggregate":{"values":[{"field":"rhythm-point","as":"rhythm","reducer":"calendar-week-rhythm"}]}},{"name":"overview-repository-coverage-summary","subject":"Aggregate reached and total repositories across the resolved organization scope.","objective":"Pair observed reached-repositories and registered-repositories-total for a comparable coverage denominator.","acceptance":"Both totals come from their named input queries and share the resolved scope; verify the left-joined inventory source independently before interpreting a zero total, since a missing join can aggregate to zero.","from":"overview-delivery-coverage-input","joins":[{"source":"overview-registered-repository-coverage-input","type":"left","on":[{"left":"coverage-key","right":"coverage-key"}],"fields":[{"field":"registered-repositories","as":"registered-repositories-total"}]}],"aggregate":{"values":[{"field":"delivered-repositories","as":"reached-repositories","reducer":"sum"},{"field":"registered-repositories-total","as":"registered-repositories-total","reducer":"sum"}]}},{"name":"overview-repository-coverage","subject":"Measure registered repository reach from successful worker execution.","objective":"Present observed successful-worker repository reach as a ratio alongside numerator and denominator.","acceptance":"repository-coverage is reached-repositories divided by registered-repositories-total when available; preserve the counts and undefined denominator, and do not call reach successful outcomes.","from":"overview-repository-coverage-summary","compute":[{"as":"repository-coverage","function":"quotient","args":[{"field":"reached-repositories"},{"field":"registered-repositories-total"}]}],"select":[{"field":"repository-coverage"},{"field":"reached-repositories"},{"field":"registered-repositories-total"}]},{"name":"overview-workflow-health-groups","subject":"Assess current runtime failures for every workflow across CAO and targeted repositories.","objective":"Compute the latest consecutive completed-run failure streak for each repository-scoped workflow without requiring campaign membership.","acceptance":"Group by organization, repository, and workflow; in-flight retries do not clear failures, and later non-failing completed runs reset the streak within the selected horizon.","from":"overview-runs","filter":{"predicates":[{"field":"run-status","equals":"completed"}]},"compute":[{"as":"is-runtime-failure","function":"equals-any","args":[{"field":"run-conclusion"},{"value":"failure"},{"value":"startup-failure"},{"value":"stale"},{"value":"timed-out"}]},{"as":"runtime-failure-streak-point","function":"failure-streak-point","args":[{"field":"started-at"},{"field":"run"},{"field":"is-runtime-failure"}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"runtime-failure-streak-point","as":"failure-count","reducer":"latest-failure-streak"}]}},{"name":"overview-workflow-health-summary","subject":"Count all registered workflows and those without current observed runtime failures.","objective":"Provide Factory health numerator and denominator across CAO and targeted repositories, including standalone and campaign workflows.","acceptance":"Each repository-scoped workflow counts once regardless of campaign or role; no retained failure is not proof of successful execution, missing inventory remains unavailable, and missing run evidence marks the result incomplete.","from":"workflows","joins":[{"source":"overview-workflow-health-groups","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"failure-count","as":"observed-failures"}]}],"compute":[{"as":"normalized-failures","function":"coalesce","args":[{"field":"observed-failures"},{"value":0}]},{"as":"problem-present","function":"greater-than","args":[{"field":"normalized-failures"},{"value":0}]}],"aggregate":{"values":[{"field":"workflow","as":"workflows","reducer":"count"},{"field":"workflow","as":"healthy-workflows","reducer":"count","filter":{"predicates":[{"field":"problem-present","equals":false}]}}]}},{"name":"overview-workflow-health-presentation-input","subject":"Prepare all-workflow health counts for Overview presentation.","objective":"Carry Factory health counts into the header and station presentation.","acceptance":"Both counts match overview-workflow-health-summary and preserve missing evidence metadata.","from":"overview-workflow-health-summary","compute":[{"as":"overview-presentation-key","function":"concat","args":[{"value":"overview"},{"value":"-presentation"}]}],"select":[{"field":"overview-presentation-key"},{"field":"workflows"},{"field":"healthy-workflows"}]},{"name":"overview-factory-health-presentation","subject":"Produce presentation-ready Factory health values for the Overview header and floor.","objective":"Display the ratio of workflows without current observed runtime failures to all registered workflows with both underlying counts.","acceptance":"The percentage and detail agree with healthy-workflows and workflows; 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observed-runs still counts all retained attempts.","description":"Observed AI Credit totals divided by positive-AIC run attempts for each declared workflow.","from":"workflow-aic-run-totals","filter":{"predicates":[{"field":"aic-runs","gte":1}]},"compute":[{"as":"aic-per-run","function":"quotient","args":[{"field":"aic"},{"field":"aic-runs"}]},{"as":"repository-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"}]},{"as":"workflow-coordinate","function":"concat","args":[{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"encoded-workflow","function":"url-encode","args":[{"field":"workflow-coordinate"}]},{"as":"workflow-dashboard-href","function":"concat","args":[{"value":"#page-workflow-runtime?workflow="},{"field":"encoded-workflow"}]},{"as":"workflow-dashboard-label","function":"concat","args":[{"value":"View "},{"field":"workflow-coordinate"},{"value":" workflow dashboard"}]},{"as":"workflow-dashboard-link","function":"dashboard-link","args":[{"value":""},{"field":"workflow-dashboard-href"},{"field":"workflow-dashboard-label"},{"field":"workflow-coordinate"}]}],"select":[{"field":"repository-coordinate"},{"field":"workflow"},{"field":"workflow-coordinate"},{"field":"workflow-dashboard-link"},{"field":"runs","as":"observed-runs"},{"field":"aic-per-run"}],"order-by":[{"field":"aic-per-run","direction":"desc"}]},{"name":"failure-run-base","subject":"Select retained runs with failure, startup-failure, stale, or timed-out conclusions for the failed-run ledger and streak inputs.","objective":"Provide one consistent failure-conclusion evidence set to downstream Overview queries.","acceptance":"Each selected run has one of the four declared conclusions within the selected horizon; other conclusions remain outside this set, and missing run coverage is not interpreted as no failures.","from":"runs","filter":{"predicates":[{"field":"run-conclusion","in":["failure","startup-failure","stale","timed-out"]}]}},{"name":"failed-runs","subject":"List failed workflow runs that need operator attention.","objective":"Give operators the most recent observed failed runs to inspect in GitHub.","acceptance":"Unprojected run rows retain available conclusion, started-at, and run evidence fields in descending started-at order; inspect source logs and missing links before attributing a cause or declaring resolution.","from":"failure-run-base","order-by":[{"field":"started-at","direction":"desc"}]},{"name":"overview-failing-runs","subject":"Identify failed runs in the selected snapshot horizon so subsequent streak logic can use the same declarative failure definition.","objective":"Project distinct failure-run counts by organization, repository, workflow, and run for streak joins.","acceptance":"Each grouped run identity has a failing-runs count derived from failure-run-base in the selected horizon; this stage does not assert a consecutive streak or require action.","from":"failure-run-base","aggregate":{"by":["organization","repository","workflow","run"],"values":[{"field":"run","as":"failing-runs","reducer":"distinct-count"}]}},{"name":"overview-failing-workflows","subject":"Identify only workflows that have at least one failed run in the selected snapshot horizon before computing streaks.","objective":"Provide workflow identities with observed failed runs for the streak computation.","acceptance":"Each organization/repository/workflow group has a distinct failing-runs count from overview-failing-runs; the count covers observed failures, not the latest consecutive streak.","from":"overview-failing-runs","aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"run","as":"failing-runs","reducer":"distinct-count"}]}},{"name":"overview-repeated-failure-groups","subject":"Group each workflow's latest consecutive failing run sequence in the selected snapshot horizon, resetting the group after any successful run.","objective":"Project the latest observed consecutive failure-count per workflow for downstream blocked-work matching.","acceptance":"failure-count follows run ordering and the declared latest-failure-streak reducer, with non-failing runs breaking the streak; missing earlier runs or incomplete snapshots limit the observed sequence.","from":"runs","joins":[{"source":"overview-failing-workflows","type":"inner","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"failing-runs","as":"failing-runs"}]},{"source":"overview-failing-runs","type":"left","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"},{"left":"run","right":"run"}],"fields":[{"field":"failing-runs","as":"run-failing-count"}]}],"compute":[{"as":"failure-streak-point","function":"failure-streak-point","args":[{"field":"started-at"},{"field":"run"},{"field":"run-failing-count"}]}],"aggregate":{"by":["organization","repository","workflow"],"values":[{"field":"failure-streak-point","as":"failure-count","reducer":"latest-failure-streak"}]}},{"name":"overview-repeated-failure-candidates","subject":"Attach selected-horizon failure counts to each workflow's latest canonical work item.","objective":"Pair blocked work items with observed workflow failure streaks and retained run evidence before attention filtering.","acceptance":"Candidates are filtered to blocked items with a matching organization/repository/workflow streak; is-repeated reflects failure-count greater than one, while selected evidence-link and run-link can be absent or refer to the work item rather than the latest failed run.","from":"work-items","joins":[{"source":"overview-repeated-failure-groups","type":"inner","on":[{"left":"organization","right":"organization"},{"left":"repository","right":"repository"},{"left":"workflow","right":"workflow"}],"fields":[{"field":"failure-count","as":"failure-count"}]}],"filter":{"predicates":[{"field":"lifecycle-state","equals":"blocked"}]},"compute":[{"as":"is-repeated","function":"greater-than","args":[{"field":"failure-count"},{"value":1}]},{"as":"attention-signal-id","function":"concat","args":[{"value":"repeated-failure:"},{"field":"organization"},{"value":"/"},{"field":"repository"},{"value":":"},{"field":"workflow"}]},{"as":"kind","function":"coalesce","args":[{"value":"Repeated workflow failures"},{"value":"Repeated workflow failures"}]},{"as":"title","function":"coalesce","args":[{"field":"workflow"},{"value":"Workflow"}]},{"as":"attention-reason","function":"concat","args":[{"field":"failure-count"},{"value":" failed runs in the selected horizon"}]},{"as":"action","function":"coalesce","args":[{"value":"Open latest failed run on GitHub"},{"value":"Open latest failed run on GitHub"}]},{"as":"icon","function":"coalesce","args":[{"value":"x-circle"},{"value":"x-circle"}]},{"as":"tone","function":"coalesce","args":[{"value":"critical"},{"value":"critical"}]},{"as":"priority","function":"number","args":[{"value":0}]}],"select":[{"field":"is-repeated"},{"field":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"attention-reason","as":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"},{"field":"failure-count"}]},{"name":"overview-repeated-failure-attention","subject":"Keep only unresolved workflows with two or more failures in the selected horizon.","objective":"Surface blocked workflow items with observed repeated failures for bounded run investigation.","acceptance":"Every row inherits a blocked item with is-repeated true and projects evidence-link and run-link when available; verify run order, links, and current state before treating the failure as still unresolved.","from":"overview-repeated-failure-candidates","filter":{"predicates":[{"field":"is-repeated","equals":true}]},"select":[{"field":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"},{"field":"failure-count"}]},{"name":"overview-review-attention","subject":"Select only unresolved outputs explicitly awaiting human review with their retained GitHub evidence destination.","objective":"Present review-state work items and their retained GitHub destination to a human reviewer.","acceptance":"Rows are filtered to lifecycle-state review and project the work-item ID as attention-signal-id, plus reason, evidence-link, and run-link where present; reviewer disposition must be checked at source.","from":"work-items","filter":{"predicates":[{"field":"lifecycle-state","equals":"review"}]},"compute":[{"as":"kind","function":"coalesce","args":[{"value":"Human review required"},{"value":"Human review required"}]},{"as":"title","function":"coalesce","args":[{"field":"objective"},{"value":"Produced output"}]},{"as":"action","function":"coalesce","args":[{"value":"Open review item on GitHub"},{"value":"Open review item on GitHub"}]},{"as":"icon","function":"coalesce","args":[{"value":"eye"},{"value":"eye"}]},{"as":"tone","function":"coalesce","args":[{"value":"action"},{"value":"action"}]},{"as":"priority","function":"number","args":[{"value":1}]}],"select":[{"field":"work-item-id","as":"attention-signal-id"},{"field":"kind"},{"field":"title"},{"field":"scope"},{"field":"reason"},{"field":"observed-at"},{"field":"action"},{"field":"evidence-link"},{"field":"run-link"},{"field":"icon"},{"field":"tone"},{"field":"priority"}]},{"name":"overview-needs-attention","subject":"Combine grouped repeated failures and unresolved review outputs without introducing ordinary activity or duplicate work items.","objective":"Prioritize observed blocked repeated-failure work and review-state outputs for investigation.","acceptance":"Rows come only from the repeated-failure or review inputs and retain their source reasons, links, and ordering; confirm fresh source status before acting, and do not equate a missing row with resolved work.","from":"overview-repeated-failure-attention","union":["overview-review-attention"],"order-by":[{"field":"priority","direction":"asc"},{"field":"observed-at","direction":"desc"},{"field":"attention-signal-id","direction":"asc"}]},{"name":"domain-route-record","subject":"Project the selected domain header and one retained run link.","objective":"Identify the selected domain and open a retained run before investigating its traffic evidence.","acceptance":"The route header preserves the selected domain and a run link from its retained observations; missing observations or links remain unavailable, and a header does not establish access policy or traffic completeness.","from":"domains","select":[{"field":"domain"},{"field":"run-link"}]},{"name":"domain-run-records","subject":"Retained run-linked observations for the selected domain.","objective":"Find related runs without returning the unscoped domain collection alongside the paginated view.","acceptance":"Preserve every domain observation field, exact route scope, filtering, ordering, total count, provenance and related-run links; only the bounded view payload crosses the worker boundary.","from":"domains"},{"name":"tool-route-record","subject":"Project the selected MCP tool header and one retained run link.","objective":"Identify the selected MCP tool and open a retained run before investigating its call evidence.","acceptance":"The route header preserves the selected MCP tool label and a run link from its retained calls; absent calls or links remain unavailable and do not imply zero usage or tool effectiveness.","from":"mcp-tool-calls","select":[{"field":"mcp-tool-label"},{"field":"run-link"}]},{"name":"audit-route-record","subject":"Project the selected audit summary header and one retained run link.","objective":"Identify the selected audit summary and open a retained run before investigating its observations.","acceptance":"The route header preserves the selected event summary and a run link from its retained audit observations; absent evidence remains unavailable and neither the header nor its absence establishes incident severity or a clean audit.","from":"audits","select":[{"field":"event-summary"},{"field":"run-link"}]},{"name":"domain-entity-insights","subject":"Summarize one domain entity for its dedicated Insights view.","objective":"Identify domain decisions with request volume worth investigating before considering any egress change.","acceptance":"For the selected domain, request totals match the retained domain observations grouped by decision; missing data or blocked traffic does not establish a need for access, which requires underlying request and policy review.","from":"domains","aggregate":{"by":["domain","decision"],"values":[{"field":"request-count","as":"requests","reducer":"sum"}]},"order-by":[{"field":"requests","direction":"desc"},{"field":"decision","direction":"asc"}]},{"name":"tool-entity-insights","subject":"Summarize one tool entity for its dedicated Insights view.","objective":"Select a tool and status combination whose recorded call volume merits investigation.","acceptance":"For the selected tool, observation counts match retained MCP call observations grouped by server, tool, and status; missing calls are not zero usage and status counts do not establish effectiveness or cause.","from":"mcp-tool-calls","aggregate":{"by":["mcp-tool-label","mcp-server","mcp-tool","mcp-status"],"values":[{"field":"mcp-observation","as":"observations","reducer":"count"}]},"order-by":[{"field":"observations","direction":"desc"},{"field":"mcp-status","direction":"asc"}]},{"name":"audit-entity-insights","subject":"Summarize one audit event entity for its dedicated Insights view.","objective":"Select an audit summary and status requiring closer review of underlying observations.","acceptance":"For the selected summary, counts agree with retained audit observation IDs grouped by event status; repeated observations are not silently treated as distinct incidents, and absence does not prove no findings.","from":"audits","aggregate":{"by":["event-summary","event-status"],"values":[{"field":"id","as":"observations","reducer":"count"}]},"order-by":[{"field":"observations","direction":"desc"},{"field":"event-status","direction":"asc"}]}]
diff --git a/dashboard/site/src/components/factory-floor.js b/dashboard/site/src/components/factory-floor.js
index eff3eb02a..d8117cc78 100644
--- a/dashboard/site/src/components/factory-floor.js
+++ b/dashboard/site/src/components/factory-floor.js
@@ -38,7 +38,7 @@ const STATION_DEFINITIONS = {
   },
   'value-gains': {
     icon: 'trophy',
-    label: 'Value gains',
+    label: 'Grader observations',
     href: '#page-graders',
     format: 'count',
     unavailableDetail: '',
diff --git a/dashboard/site/test/e2e/canonical-data.spec.js b/dashboard/site/test/e2e/canonical-data.spec.js
index 07b0ebbe0..2d1586eaf 100644
--- a/dashboard/site/test/e2e/canonical-data.spec.js
+++ b/dashboard/site/test/e2e/canonical-data.spec.js
@@ -553,7 +553,7 @@ for (const width of [1200, 390]) {
     await expect(page.locator('#page-overview')).toContainText('partial collection');
     await expect(page.locator('#page-overview')).not.toContainText('Your factory');
     await expect(page.locator('#page-overview')).not.toContainText(/\d+\/\d+ healthy workflows/);
-    await expect(page.locator('#page-overview')).not.toContainText('Value gains');
+    await expect(page.locator('#page-overview')).not.toContainText('Grader observations');
     for (const id of ['repositories', 'workflows', 'runs', 'cost']) {
       if (width < 768) await page.getByRole('button', { name: 'Select view', exact: true }).click();
       else if (!await page.locator(`a[href="#page-${id}"]:visible`).first().isVisible()) {
diff --git a/dashboard/site/test/e2e/overview.spec.js b/dashboard/site/test/e2e/overview.spec.js
index 336772895..2886bf027 100644
--- a/dashboard/site/test/e2e/overview.spec.js
+++ b/dashboard/site/test/e2e/overview.spec.js
@@ -60,7 +60,7 @@ const sources = {
   'overview-value-station': source('overview-value-station', [{
     value: 1, detail: 'Observed grader results', description: '1 observed grader results, not verified improvements'
   }]),
-  'overview-factory-status': source('overview-factory-status', [{ 'factory-heading': 'Your factory is delivering value.' }]),
+  'overview-factory-status': source('overview-factory-status', [{ 'factory-heading': 'Your factory has grader observations.' }]),
   'overview-header-presentation': source('overview-header-presentation', [{ heading: 'Your factory needs attention.' }]),
   'overview-factory-station': source('overview-factory-station', [{
     value: 0.5,
@@ -198,7 +198,7 @@ test('declarative Overview views preserve desktop and mobile behavior', async ({
     const stations = factory.locator('.factory-station');
     await expect(stations).toHaveCount(4);
     await expect(stations.locator(':scope > span:nth-child(2)')).toHaveText([
-      'Factory health', 'Repository coverage', 'Issues & PRs', 'Value gains'
+      'Factory health', 'Repository coverage', 'Issues & PRs', 'Grader observations'
     ]);
     await expect(stations.locator('strong')).toHaveText(['50%', '50%', '5', '1']);
     await expect(stations.nth(2).getByRole('link', { name: '5', exact: true })).toHaveAttribute('href', '#page-issues');
diff --git a/dashboard/site/test/unit/data-queries.test.js b/dashboard/site/test/unit/data-queries.test.js
index d700edffa..d6b7b7dfb 100644
--- a/dashboard/site/test/unit/data-queries.test.js
+++ b/dashboard/site/test/unit/data-queries.test.js
@@ -303,7 +303,7 @@ describe('declarative dashboard queries', () => {
   });
 
   it.each([
-    ['delivering value', { successes: 0, failures: 0, active: 0, graders: 1 }, 'Your factory is delivering value.'],
+    ['grader observations', { successes: 0, failures: 0, active: 0, graders: 1 }, 'Your factory has grader observations.'],
     ['active', { successes: 0, failures: 2, active: 1, graders: 0 }, 'Your factory is humming.'],
     ['under strain', { successes: 1, failures: 2, active: 0, graders: 0 }, 'Your factory is under strain.'],
     ['needs attention', { successes: 2, failures: 1, active: 0, graders: 0 }, 'Your factory needs attention.'],
@@ -458,7 +458,7 @@ describe('declarative dashboard queries', () => {
     );
 
     expect(result['overview-header-presentation'].rows).toEqual([{
-      heading: 'Your factory is delivering value.'
+      heading: 'Your factory has grader observations.'
     }]);
     expect(result['overview-factory-station'].rows).toEqual([{
       value: 1,
diff --git a/dashboard/site/test/unit/workflow-value-view-contract.test.js b/dashboard/site/test/unit/workflow-value-view-contract.test.js
index 70e56aa61..d699e2ccf 100644
--- a/dashboard/site/test/unit/workflow-value-view-contract.test.js
+++ b/dashboard/site/test/unit/workflow-value-view-contract.test.js
@@ -14,6 +14,7 @@ import { evidencePacketSelection, readEvidencePackets } from '../../src/data/que
 import { operationalValueEvidenceId, operationalValueEvidenceRows } from '../../src/data/model/operational-value-evidence.js';
 import { workflowValueCollectionId } from '../../src/data/model/workflow-value-collection.js';
 import { measurementSelection, readMeasurements } from '../../src/data/queries/measurement-selection.js';
+import { installSqliteIndexedDB } from '../../src/data/storage/sqlite-indexeddb.js';
 
 const dashboard = authoritativeDashboard.dashboard;
 const repository = resolve('../..');
@@ -172,6 +173,43 @@ function fileLedger(direction = 'decrease') {
 }
 
 describe('native workflow value production contract', () => {
+  it('keeps worker Value cards, health and evidence routes identical over browser and SQLite storage', async () => {
+    const packet = await publish();
+    const health = readFileSync(join(repository, 'dashboard/site/test/fixtures/workflow-value-collection.jsonl'), 'utf8');
+    await ingestCachedGhAwJsonl(indexedDB, health, { now: Date.parse('2026-10-23T14:00:00Z') });
+    const snapshot = packet.facts.find((/** @type {Record<string, unknown>} */ fact) => fact['fact-kind'] === 'snapshot');
+    const pages = [
+      ['value', {}],
+      ['workflow-value', { workflow: contract.route }],
+      ['value-report', { report: packet.id }],
+      ['value-snapshot', { snapshot: `${packet.id}|${snapshot['fact-id']}` }]
+    ];
+    const browser = await Promise.all(pages.map(async ([page, parameters]) =>
+      (await execute(String(page), /** @type {Record<string, string>} */ (parameters))).map(source => source.rows)));
+    expect(browser[0][0][0]['overview-href']).toContain('#page-value-report?report=');
+    expect(browser[1][0][0]['collection-state']).toBe('deferred');
+    expect(browser[1][0][0]['last-attempt-outcome']).toBe('failed');
+    expect(browser[1][0][0]['captured-at']).not.toEqual(browser[1][0][0]['last-attempt-at']);
+    expect(browser[2][0][0]['movement']).toBe('Better');
+    expect(browser[3][1]).toHaveLength(1);
+
+    const browserDatabase = globalThis.indexedDB;
+    const browserKeyRange = globalThis.IDBKeyRange;
+    const sqlite = installSqliteIndexedDB(join(directory, 'value.sqlite'));
+    try {
+      await ingestCachedGhAwJsonl(sqlite, readFileSync(join(directory, 'report-0-evidence.jsonl'), 'utf8'),
+        { now: Date.parse(String(packet.observedAt)) });
+      await ingestCachedGhAwJsonl(sqlite, health, { now: Date.parse('2026-10-23T14:00:00Z') });
+      for (const [index, [page, parameters]] of pages.entries()) {
+        const sources = await execute(String(page), /** @type {Record<string, string>} */ (parameters));
+        expect(sources.map(source => source.rows), String(page)).toEqual(browser[index]);
+      }
+    } finally {
+      globalThis.indexedDB = browserDatabase;
+      globalThis.IDBKeyRange = browserKeyRange;
+    }
+  });
+
   it('bounds compound identity allocation before expanding oversized snapshot histories', async () => {
     const packet = await publish(fileLedger());
     const header = packet.facts.find((/** @type {Record<string, unknown>} */ fact) => fact['fact-kind'] === 'contract');
diff --git a/docs/dashboard-language-specification.md b/docs/dashboard-language-specification.md
index ab07e4135..1e3005cfa 100644
--- a/docs/dashboard-language-specification.md
+++ b/docs/dashboard-language-specification.md
@@ -1744,11 +1744,12 @@ An element that presents counted summary boxes may declare `config.labels`, a ma
 `factory-header` and `factory-floor` are independently loading named elements. Their page shell does not wait for a combined page projection: each declared presentation query is bound to the view separately. An unresolved source places only its dependent widget in a loading state; resolving or refreshing one source updates only widgets that consume that source. A page-level subscription must not emit aliases for independently bound sources it did not request.
 
 The Overview floor shows campaign health, repository coverage, **Issues & PRs**,
-and **Value gains**. The restored issue counter counts retained canonical issue
-and pull request safe-output records and links to Issues. The legacy Value gains
-counter counts observed grader results and links to Graders; its supporting text
-explicitly identifies observations rather than verified improvements. Both
-counters receive bounded, presentation-ready Dashboard Language query results.
+and **Grader observations**. The issue counter counts retained canonical issue and
+pull request safe-output records and links to Issues. The `value-gains` station
+identifier remains for compatibility, but its label names observed grader results
+and links to Graders; these observations are not verified repository Value. The
+shared `factory-floor` element fixes station headings; `config.labels` controls
+counter quantity labels, not headings. Both use bounded Dashboard Language results.
 Missing or unavailable evidence remains unavailable, distinct from an observed
 zero. Four stations form one row on desktop and two rows on narrow screens.
 
diff --git a/docs/dashboard-overview-components.md b/docs/dashboard-overview-components.md
index 6f49fa40e..c1d754c45 100644
--- a/docs/dashboard-overview-components.md
+++ b/docs/dashboard-overview-components.md
@@ -68,5 +68,5 @@ requiring campaign membership. The station links to Workflows; campaign
 navigation remains separate.
 
 The other stations show repository coverage, retained Issues & PRs, and
-observed grader results under Value gains. Observed grader results are not
-verified improvements.
\ No newline at end of file
+Grader observations. Observed grader results are not verified improvements
+or repository Value.
\ No newline at end of file
diff --git a/docs/dashboard-overview-status-header.md b/docs/dashboard-overview-status-header.md
index a92154eb5..f35d2d167 100644
--- a/docs/dashboard-overview-status-header.md
+++ b/docs/dashboard-overview-status-header.md
@@ -8,8 +8,9 @@ The status header gives you the overall shape of the factory right now.
 ## What it shows
 
 - **Work in motion** appears when runs are queued or in progress.
-- The heading classifies the available evidence as idle, humming, needing
-  attention, under strain, or delivering value.
+- The heading classifies the available run evidence as idle, humming, needing
+  attention, or under strain. When grader observations are present, it names
+  those observations without claiming verified repository Value.
 
 Treat the heading as a signal, not a health score. Follow an unexpected state
 into the relevant run, output, or value view before deciding what happened.
diff --git a/docs/dashboard-overview.md b/docs/dashboard-overview.md
index 9d7312f18..1f4f3fcdd 100644
--- a/docs/dashboard-overview.md
+++ b/docs/dashboard-overview.md
@@ -27,7 +27,7 @@ not stages in a conversion funnel.
 | **Factory health** | The share of all registered workflows across CAO and targeted repositories without current observed runtime failures. | Workflows to investigate failing execution. |
 | **Repositories (coverage station)** | Registered repositories that received a successful worker delivery against the total registered scope. | Repositories for the complete inventory and delivery evidence. |
 | **Issues & PRs** | Retained issue and pull request safe outputs. | Issues for the underlying safe outputs. |
-| **Value gains** | Observed grader results, not verified improvements. | Graders for the retained observations. |
+| **Grader observations** | Observed grader results, not verified improvements or repository Value. | Graders for the retained observations. |
 
 The selected dashboard time range applies before Overview calculates these
 values. The start time is inclusive and the end time is exclusive. Weekly
diff --git a/docs/operational-value.md b/docs/operational-value.md
index 528c44be1..b1ac94e89 100644
--- a/docs/operational-value.md
+++ b/docs/operational-value.md
@@ -61,6 +61,36 @@ See [authentication and command details](cao-cli.md#publish-and-refresh-workflow
 Static dashboards receive the same envelope through Activity publication,
 not a direct database connection.
 
+### Verify publication in each deployment
+
+Use the **same exact repository and workflow** when comparing deployments.
+First confirm that the frozen definition and original packet were validated;
+an evaluation artifact by itself is not a published dashboard result.
+
+- **Pages:** Confirm that the default-branch Activity run accepted the packet
+  and that the subsequent CAO Dashboard build deployed its snapshot. If another
+  workflow owns Pages (as with Documentation Pages), confirm that it mounted
+  that dashboard artifact too. Open **Value** and the workflow report on the
+  deployed site, not a local preview. A completed collector run or dashboard
+  build without a successful deployment does not establish Pages freshness.
+- **Hosted PostgreSQL:** Publish through the authenticated Value API above and
+  confirm that the receipt advanced the canonical revision (`updated: true`)
+  or was an exact idempotent retry (`updated: false`). Open the same workflow's
+  Value card and report on the Go-hosted origin. The active view requeries on
+  committed revisions; the browser must not read the Pages cache if the hosted
+  query fails. Local Go/SQLite can query a downloaded snapshot but cannot
+  accept direct Value publication.
+
+Compare the report identity, native unit and direction, original capture,
+evidence cutoff, collection decision and last actual attempt in both views.
+The decision may be newer than the accepted evidence; matching UI text alone
+does not prove matching snapshot revisions. Missing or partial evidence stays
+unavailable, not zero. Hosted recurring native acquisition is an **additional
+explicit deployment choice**: the documented Azure collector template leaves
+`CAO_COLLECT_NATIVE_VALUES` unset. Do not enable it, broaden Activity scope or
+register every workflow merely to populate the dashboard. Select only verified
+collectors under reviewed exact-pair policy with their required quota admission.
+
 ## Recurring collection after opt-in
 
 The skill designs the measurement once. **Once the frozen function and bounded
diff --git a/server/internal/postgresx/value_scope_test.go b/server/internal/postgresx/value_scope_test.go
index 0b5edf599..56e7eca2e 100644
--- a/server/internal/postgresx/value_scope_test.go
+++ b/server/internal/postgresx/value_scope_test.go
@@ -2,6 +2,7 @@ package postgresx
 
 import (
 	"encoding/json"
+	"os"
 	"slices"
 	"strings"
 	"testing"
@@ -10,6 +11,101 @@ import (
 	"github.com/githubnext/gh-cao/server/internal/query"
 )
 
+func valueViewDefinitions(t *testing.T) []query.Definition {
+	t.Helper()
+	content, err := os.ReadFile("../../../dashboard/site/dashboard-fragments/workflow-value.json")
+	if err != nil {
+		t.Fatal(err)
+	}
+	var fragment struct {
+		Queries []query.Definition `json:"queries"`
+	}
+	if err := json.Unmarshal(content, &fragment); err != nil {
+		t.Fatal(err)
+	}
+	return append(canonicalProjectionDefinitions(t), fragment.Queries...)
+}
+
+func TestValueViewsExecuteAgainstHostedEvidence(t *testing.T) {
+	definitions := valueViewDefinitions(t)
+	names := []string{"value-workflow-overview", "value-collection-health", "value-report-summary", "value-review-overview"}
+	reader := &readTransaction{store: &Store{namespace: "value-views"}}
+	if _, err := query.CompileSQL(definitions, names, reader.entitySQLSource); err != nil {
+		t.Fatal(err)
+	}
+
+	store, _ := nativeTestStore(t)
+	packet := evidencePacket(t)
+	health := collectionFixture(t)
+	nativeSeed(t.Context(), t, store, map[string][]model.Row{
+		"$repositories": {
+			{"id": packet["repositoryId"], "owner": "octo", "name": "example"},
+		},
+		"$workflows": {
+			{"id": packet["workflowId"], "repositoryId": packet["repositoryId"],
+				"path": packet["sourcePath"], "name": "Verify bugs", "role": "standalone", "state": "unknown"},
+		},
+		"$operationalValueEvidence": {packet},
+		"$workflowValueCollections": {health},
+	})
+	sources, metrics, err := store.ExecuteSQLPlan(t.Context(), definitions, names)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if !slices.Contains(metrics.PushedDown, "sql-plan") || len(metrics.FallbackOperations) != 0 {
+		t.Fatalf("Value view queries must execute in hosted SQL: %+v", metrics)
+	}
+	route := "octo/example:.github/workflows/verify-bugs.md"
+	for _, name := range names {
+		if sources[name].Metadata["availability"] == "unavailable" {
+			t.Fatalf("%s is unavailable: %+v", name, sources[name].Metadata)
+		}
+	}
+	var overview model.Row
+	for _, row := range sources["value-workflow-overview"].Rows {
+		if row["workflow-route"] == route {
+			overview = row
+		}
+	}
+	href, _ := overview["overview-href"].(string)
+	if !strings.HasPrefix(href, "#page-value-report?report=") ||
+		overview["overview-state"] != "deferred" || overview["trend-movement"] != "Better" {
+		t.Fatalf("hosted Value card lost the canonical evidence and collection state: %+v", overview)
+	}
+	healthRows := sources["value-collection-health"].Rows
+	if len(healthRows) != 1 || healthRows[0]["workflow-route"] != route ||
+		healthRows[0]["collection-state"] != "deferred" ||
+		healthRows[0]["last-attempt-outcome"] != "failed" {
+		t.Fatalf("collection decision changed the accepted capture clocks: %+v", healthRows)
+	}
+	for projected, original := range map[string]string{
+		"captured-at": "observedAt", "evidence-cutoff": "windowEnd",
+		"checked-at": "observedAt", "last-attempt-at": "lastAttemptAt",
+	} {
+		got, gotErr := evidenceTime(healthRows[0][projected])
+		source := packet
+		if projected == "checked-at" || projected == "last-attempt-at" {
+			source = health
+		}
+		want, wantErr := evidenceTime(source[original])
+		if gotErr != nil || wantErr != nil || !got.Equal(want) {
+			t.Fatalf("hosted %s differs from the accepted evidence: %+v", projected, healthRows[0])
+		}
+	}
+	if healthRows[0]["captured-at"] == healthRows[0]["last-attempt-at"] {
+		t.Fatalf("hosted capture and failed attempt must stay distinct: %+v", healthRows[0])
+	}
+	report := sources["value-report-summary"].Rows
+	if len(report) != 1 || report[0]["movement"] != "Better" ||
+		report[0]["report-href"] != overview["overview-href"] {
+		t.Fatalf("hosted report differs from the Value card: %+v", report)
+	}
+	review := sources["value-review-overview"].Rows
+	if !slices.ContainsFunc(review, func(row model.Row) bool { return row["workflow-route"] == route }) {
+		t.Fatal("deferred collection with a retained result must still need review")
+	}
+}
+
 func TestNativeMeasurementSourceContract(t *testing.T) {
 	reader := &readTransaction{store: &Store{namespace: "measurement-projections"}}
 	if _, err := query.CompileSQL(canonicalProjectionDefinitions(t), []string{"workflow-value-measurements"},
diff --git a/tests/e2e/dashboard-query-parity.mjs b/tests/e2e/dashboard-query-parity.mjs
index 3cc3e90c3..6980cd95d 100644
--- a/tests/e2e/dashboard-query-parity.mjs
+++ b/tests/e2e/dashboard-query-parity.mjs
@@ -360,7 +360,7 @@ async function executeMcpBackend(factory, dashboardPath, names) {
 }
 
 async function callGoMcp(method, params = {}) {
-  const response = await fetch(`${serverURL}/mcp`, {
+  const request = {
     method: "POST",
     headers: {
       authorization: ["Bearer", accessToken].join(" "),
@@ -383,10 +383,23 @@ async function callGoMcp(method, params = {}) {
         },
       },
     }),
-  });
-  const body = await response.json();
-  if (!response.ok) throw new Error(`Go MCP ${method} failed (${response.status}): ${JSON.stringify(body)}`);
-  return body;
+  };
+  for (let attempt = 0; attempt < 2; attempt++) {
+    const response = await fetch(`${serverURL}/mcp`, request);
+    const body = await response.json();
+    if (response.status === 429 && attempt === 0) {
+      const retryAfter = Number(response.headers.get("Retry-After"));
+      if (Number.isInteger(retryAfter) && retryAfter >= 1 && retryAfter <= 60) {
+        await new Promise((resolve) => setTimeout(resolve, retryAfter * 1000));
+        continue;
+      }
+    }
+    if (!response.ok) {
+      throw new Error(`Go MCP ${method} failed (${response.status}): ${JSON.stringify(body)}`);
+    }
+    return body;
+  }
+  throw new Error(`Go MCP ${method} remained rate limited after Retry-After`);
 }
 
 async function callNodeMcp(factory, dashboardDocumentPath, method, params = {}) {