From 2add34be1a88957654fe5c9fe14b0503190de6e9 Mon Sep 17 00:00:00 2001 From: Cedric Vidal Date: Mon, 12 Oct 2026 18:16:36 +0200 Subject: [PATCH] feat(taxonomy): restack readout handler on DAG foundation Restore the taxonomy-specific layer after fast-forwarding to PR #1147, reconcile current migrations and OpenAPI artifacts, and adapt the worker to the current Copilot SDK permission contract. Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: addea2af-c951-4473-90bc-0a7356c29862 --- AGENTS.md | 2 + ENV_VARIABLES.md | 28 ++ .../openapi-snapshot.test.ts.snap | 63 +++++ apps/api/src/archive-har.test.ts | 42 ++- apps/api/src/archive-har.ts | 29 +- apps/api/src/index.ts | 2 + apps/api/src/routes/requests/taxonomy.test.ts | 107 ++++++++ apps/api/src/routes/requests/taxonomy.ts | 30 +++ apps/portal/src/components/TaxonomyTab.tsx | 248 ++++++++++++++++++ apps/portal/src/lib/api.ts | 10 + apps/portal/src/pages/RunDetail.tsx | 10 + apps/portal/src/types.ts | 1 + apps/scheduler/src/handler-dispatcher.test.ts | 22 +- apps/scheduler/src/notify-routes.test.ts | 8 +- apps/workers/taxonomy/Dockerfile | 50 ++++ apps/workers/taxonomy/handler.yaml | 11 + apps/workers/taxonomy/package.json | 24 ++ apps/workers/taxonomy/src/cli.ts | 206 +++++++++++++++ apps/workers/taxonomy/src/index.ts | 30 +++ apps/workers/taxonomy/src/prompt.ts | 88 +++++++ .../taxonomy/src/taxonomy-generator.ts | 202 ++++++++++++++ .../taxonomy/src/taxonomy-queue-processor.ts | 190 ++++++++++++++ apps/workers/taxonomy/src/tools.ts | 154 +++++++++++ apps/workers/taxonomy/tsconfig.json | 8 + docker-compose.dev.yml | 20 ++ docker-compose.yml | 46 ++++ docs/architecture/db-migrations.md | 2 +- docs/architecture/overview.md | 1 + docs/architecture/post-processing.md | 89 +++++-- package.json | 5 +- .../031-migrate-services-to-handler-dag.ts | 2 +- .../032-add-handler-status-index.ts | 8 + packages/shared/src/index.ts | 1 + packages/shared/src/schemas/index.ts | 1 + packages/shared/src/schemas/request.ts | 1 + packages/shared/src/schemas/taxonomy.test.ts | 180 +++++++++++++ packages/shared/src/schemas/taxonomy.ts | 104 ++++++++ .../src/scripts/register-handler.test.ts | 6 +- packages/shared/src/types/types.ts | 4 +- pnpm-lock.yaml | 40 ++- website/src/openapi/scope-openapi.json | 2 +- 41 files changed, 2033 insertions(+), 44 deletions(-) create mode 100644 apps/api/src/routes/requests/taxonomy.test.ts create mode 100644 apps/api/src/routes/requests/taxonomy.ts create mode 100644 apps/portal/src/components/TaxonomyTab.tsx create mode 100644 apps/workers/taxonomy/Dockerfile create mode 100644 apps/workers/taxonomy/handler.yaml create mode 100644 apps/workers/taxonomy/package.json create mode 100644 apps/workers/taxonomy/src/cli.ts create mode 100644 apps/workers/taxonomy/src/index.ts create mode 100644 apps/workers/taxonomy/src/prompt.ts create mode 100644 apps/workers/taxonomy/src/taxonomy-generator.ts create mode 100644 apps/workers/taxonomy/src/taxonomy-queue-processor.ts create mode 100644 apps/workers/taxonomy/src/tools.ts create mode 100644 apps/workers/taxonomy/tsconfig.json create mode 100644 packages/shared/src/schemas/taxonomy.test.ts create mode 100644 packages/shared/src/schemas/taxonomy.ts diff --git a/AGENTS.md b/AGENTS.md index 409016367..d51fc5f64 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -19,6 +19,7 @@ apps/ coder-acp-copilot/ # GitHub Copilot worker (ACP SDK) coder-acp-claude-code/ # Claude Code worker (ACP SDK) report-generator/ # Post-run report generation + taxonomy/ # Post-run taxonomy generation model-scanners/ # Feature detection for Copilot and Anthropic models version-checkers/ # Poll for new agent/tool releases key-updaters/ # GitHub auth cookie management for VS Code Web @@ -69,6 +70,7 @@ Each worker implements the same queue-processor interface but adapts a different | `coder-acp-copilot` | GitHub Copilot | ACP SDK v0.14.1 | | `coder-acp-claude-code` | Claude Code | ACP SDK v0.13.1 | | `report-generator` | — | Copilot SDK | +| `taxonomy` | — | Copilot SDK | Workers consume tasks from Azure Storage Queues (named `queue-`) and write results to MongoDB and Blob Storage. Each has its own Dockerfile and docker-compose profile. diff --git a/ENV_VARIABLES.md b/ENV_VARIABLES.md index e65080b09..61114ee74 100644 --- a/ENV_VARIABLES.md +++ b/ENV_VARIABLES.md @@ -889,6 +889,34 @@ Timeout for the Copilot SDK session used by the report-generator worker. If the Git commit hash embedded in reporter metadata. Automatically set during CI/CD builds. Used to track which version of the report-generator produced a given report. +## Taxonomy Handler Configuration + +### AZURE_STORAGE_QUEUE_TAXONOMY +**Default:** `pp-taxonomy-queue` +**Type:** string + +Azure Storage Queue name for taxonomy-generation jobs. The scheduler enqueues `{ type: "taxonomy", requestId, runId }` messages here after the `pp-atif` dependency completes, and the taxonomy worker polls this queue. + +### TAXONOMY_MODEL +**Default:** `gpt-5.4` +**Type:** string + +The LLM model used by the taxonomy worker (via the Copilot SDK) to generate structured taxonomy JSON from run metadata and ATIF trajectories. + +> **Model choice matters for taxonomy quality.** A/B testing across nine models on a multi-iteration run with a real defect (agent lost context in iteration 2) showed the verdict ranged from 72 to 100 depending on the model. `gpt-4.1` (the previous default) missed action items and, on harder runs, produced the thinnest output; weaker models rubber-stamped a buggy run with a perfect score. `gpt-5.4` was the best value: it correctly caught the critical defect while using the fewest tokens and lowest cost of the models tested. Stronger alternatives (e.g. `claude-opus-4-7`) yield richer evidence at higher token cost; avoid `gpt-5.3-codex` as a default (≈1M tokens / ~7 min per run). + +### SCOPE_MT_API_URL +**Default:** `http://localhost:3001` (local), `http://api:80` (Docker) +**Type:** URL string + +Base URL of the Scope API. The taxonomy worker calls this to fetch the request document and active run state through its Copilot tools. + +### SESSION_TIMEOUT_MS +**Default:** `300000` (5 minutes) +**Type:** integer (milliseconds) + +Timeout for the Copilot SDK session used by the taxonomy worker. If the model does not finish generating a valid taxonomy JSON document within this window, the worker marks `run.handlerStatus.pp-taxonomy` as failed. + ## Scheduler Configuration ### SCHEDULER_POLL_INTERVAL_MS diff --git a/apps/api/src/__snapshots__/openapi-snapshot.test.ts.snap b/apps/api/src/__snapshots__/openapi-snapshot.test.ts.snap index 49b9f80b3..dc0b322a9 100644 --- a/apps/api/src/__snapshots__/openapi-snapshot.test.ts.snap +++ b/apps/api/src/__snapshots__/openapi-snapshot.test.ts.snap @@ -3267,6 +3267,9 @@ exports[`OpenAPI spec snapshot > matches the committed snapshot 1`] = ` ], "type": "string", }, + "taxonomyUrl": { + "type": "string", + }, "tokenUsage": { "$ref": "#/components/schemas/TokenUsage", }, @@ -10309,6 +10312,40 @@ exports[`OpenAPI spec snapshot > matches the committed snapshot 1`] = ` ], }, }, + "/api/v1/requests/{id}/runs/{runId}/taxonomy": { + "get": { + "parameters": [ + { + "in": "path", + "name": "id", + "required": true, + "schema": { + "type": "string", + }, + }, + { + "in": "path", + "name": "runId", + "required": true, + "schema": { + "type": "string", + }, + }, + ], + "responses": { + "200": { + "description": "Taxonomy v1 JSON document (scorecard, behavior analysis, action list)", + }, + "404": { + "description": "Not found — taxonomy not yet generated", + }, + }, + "summary": "Download taxonomy JSON for a specific attempt", + "tags": [ + "Requests", + ], + }, + }, "/api/v1/requests/{id}/runs/{runId}/tool-calls": { "get": { "parameters": [ @@ -10411,6 +10448,32 @@ exports[`OpenAPI spec snapshot > matches the committed snapshot 1`] = ` ], }, }, + "/api/v1/requests/{id}/taxonomy": { + "get": { + "parameters": [ + { + "in": "path", + "name": "id", + "required": true, + "schema": { + "type": "string", + }, + }, + ], + "responses": { + "200": { + "description": "Taxonomy v1 JSON document (scorecard, behavior analysis, action list)", + }, + "404": { + "description": "Not found — taxonomy not yet generated", + }, + }, + "summary": "Download taxonomy JSON for the run", + "tags": [ + "Requests", + ], + }, + }, "/api/v1/requests/{id}/tool-calls": { "get": { "parameters": [ diff --git a/apps/api/src/archive-har.test.ts b/apps/api/src/archive-har.test.ts index 9d01fc261..af8205f2b 100644 --- a/apps/api/src/archive-har.test.ts +++ b/apps/api/src/archive-har.test.ts @@ -99,6 +99,17 @@ describe("rewriteHarUrlsForArchive", () => { expect(result.run!.turns![1].toolCallsUrl).toBe("iteration-2.tool-calls.jsonl"); expect(result.run!.turns![2].toolCallsUrl).toBeUndefined(); }); + + it("rewrites run.taxonomyUrl to taxonomy.json", () => { + const resource = { + run: { + taxonomyUrl: "https://storage.blob.core.windows.net/snapshots/abc123/runs/attempt-1/taxonomy.json", + turns: [], + }, + }; + const result = rewriteHarUrlsForArchive(resource); + expect(result.run!.taxonomyUrl).toBe("taxonomy.json"); + }); }); // --- blobNameFromSnapshotsUrl --- @@ -902,7 +913,36 @@ describe("packRunIntoTar", () => { await packRunIntoTar(p, run, container, "run-011", () => true); p.finalize(); await entriesPromise; - expect(run.codebase!.archiveUrl).toBe(blobUrl); }); + + it("bundles run-level taxonomy.json and rewrites taxonomyUrl", async () => { + const { pack } = await import("tar-stream"); + const p = pack(); + const taxonomyData = Buffer.from('{"topics":["agent"]}'); + const container = makeMockBlobContainer({ + "run-012/runs/attempt-1/taxonomy.json": { body: taxonomyData, length: taxonomyData.length }, + }); + + const run: ArchivableRun = { + _id: "run-012", + run: { + taxonomyUrl: "https://storage.blob.core.windows.net/snapshots/run-012/runs/attempt-1/taxonomy.json", + turns: [], + }, + }; + + const entriesPromise = collectPackEntries(p); + await packRunIntoTar(p, run, container, "run-012", () => true); + p.finalize(); + + const entries = await entriesPromise; + const names = entries.map(e => e.name); + expect(names).toContain("run-012/taxonomy.json"); + expect(entries.find(e => e.name === "run-012/taxonomy.json")!.data).toEqual(taxonomyData); + + const yaml = entries.find(e => e.name === "run-012/run.yaml")!.data.toString(); + expect(yaml).toContain("taxonomy.json"); + expect(yaml).not.toContain("blob.core.windows.net"); + }); }); diff --git a/apps/api/src/archive-har.ts b/apps/api/src/archive-har.ts index 204eaf124..c28658aea 100644 --- a/apps/api/src/archive-har.ts +++ b/apps/api/src/archive-har.ts @@ -41,11 +41,12 @@ export function blobNameFromLogsUrl(url: string): string | null { /** * Deep-clone a run resource and rewrite `harUrl`, `rawChatUrl`, - * `chatResultUrl`, and `toolCallsUrl` fields to relative archive paths. + * `taxonomyUrl`, `chatResultUrl`, and `toolCallsUrl` fields to relative archive paths. * * - `run.harUrl` → `"run.har"` * - Per-turn `harUrl` → `"iteration-{N}.har"` * - `run.rawChatUrl` → `"run.chat-export.json"` + * - `run.taxonomyUrl` → `"taxonomy.json"` * - Per-turn `rawChatUrl` → `"iteration-{N}.chat-export.json"` * - Per-turn `chatResultUrl` → `"iteration-{N}.chat-result.json"` * - Per-turn `toolCallsUrl` → `"iteration-{N}.tool-calls.jsonl"` @@ -54,6 +55,7 @@ export function rewriteHarUrlsForArchive; [key: string]: unknown; }; @@ -66,6 +68,9 @@ export function rewriteHarUrlsForArchive ({ + checkMigrations: vi.fn().mockResolvedValue({ ready: true, applied: ["001", "002"], pending: [] }), +})); + +vi.hoisted(() => { + process.env.STORAGE_CONNECTION_STRING = "DefaultEndpointsProtocol=https;AccountName=mockaccount;AccountKey=bW9jaw==;EndpointSuffix=core.windows.net"; +}); + +vi.mock("../../llm.js", () => ({ isLlmAvailable: vi.fn().mockReturnValue(false) })); +vi.mock("../../prompt-feature-llm.js", () => ({ isLlmAvailable: vi.fn().mockReturnValue(false) })); +vi.mock("../../task-prompt-llm.js", () => ({ isTaskPromptLlmAvailable: vi.fn().mockReturnValue(false) })); + +const { mockDownload, mockGetProperties, mockGetBlockBlobClient, mockGetBlobClient, mockGetContainerClient } = vi.hoisted(() => { + const mockDownload = vi.fn(); + const mockGetProperties = vi.fn(); + const mockGetBlockBlobClient = vi.fn().mockReturnValue({ download: mockDownload, getProperties: mockGetProperties }); + const mockGetBlobClient = vi.fn().mockReturnValue({ download: mockDownload, getProperties: mockGetProperties }); + const mockGetContainerClient = vi.fn().mockReturnValue({ getBlockBlobClient: mockGetBlockBlobClient, getBlobClient: mockGetBlobClient }); + return { mockDownload, mockGetProperties, mockGetBlockBlobClient, mockGetBlobClient, mockGetContainerClient }; +}); + +vi.mock("@azure/storage-blob", async (importOriginal) => { + const original = await importOriginal(); + return { + ...original, + BlobServiceClient: { fromConnectionString: vi.fn().mockReturnValue({ getContainerClient: mockGetContainerClient }) }, + }; +}); + +describe("taxonomy endpoints", () => { + let mocks: ReturnType; + + beforeAll(() => { + mocks = createAllMockDependencies(); + _injectTestDependencies(mocks); + }); + + beforeEach(() => { + vi.clearAllMocks(); + mocks = createAllMockDependencies(); + _injectTestDependencies(mocks); + rewireBlobMocks({ mockDownload, mockGetProperties, mockGetBlockBlobClient, mockGetBlobClient, mockGetContainerClient }); + mockDownload.mockResolvedValue({ readableStreamBody: readableFrom('{"status":"ok"}'), contentLength: 15 }); + mockGetProperties.mockResolvedValue({ contentLength: 15 }); + }); + + describe.each(VARIANTS)("$label", (variant) => { + const taxonomyUrl = (id: string) => variant.url(id) + "taxonomy"; + + it("returns 404 when request not found", async () => { + (mocks.collection.findOne as ReturnType).mockResolvedValue(null); + const res = await supertest(app).get(taxonomyUrl("missing")); + expect(res.status).toBe(404); + expect(res.body).toMatchObject({ error: "Request not found" }); + }); + + it("returns 404 when taxonomyUrl is not set", async () => { + variant.mockRequest(mocks, "req-1", { _id: "run-1", attemptNumber: 1, status: "done" }); + const res = await supertest(app).get(taxonomyUrl("req-1")); + expect(res.status).toBe(404); + expect(res.body).toMatchObject({ error: "Taxonomy not yet generated for this run" }); + }); + + it("returns taxonomy JSON when taxonomyUrl is set", async () => { + variant.mockRequest(mocks, "req-1", { + _id: "run-1", + attemptNumber: 1, + status: "done", + taxonomyUrl: blobUrl("req-1/taxonomy.json"), + }); + + const res = await supertest(app).get(taxonomyUrl("req-1")).buffer(true).parse(rawParser); + expect(res.status).toBe(200); + expect(res.headers["content-type"]).toMatch("application/json"); + expect(res.headers["content-disposition"]).toContain("req-1-taxonomy.json"); + expect(mockGetBlockBlobClient).toHaveBeenCalledWith("req-1/taxonomy.json"); + }); + }); + + it("works with per-run variant", async () => { + RUN_LEVEL.mockRequest(mocks, "req-1", { + _id: "run-1", + attemptNumber: 1, + status: "done", + taxonomyUrl: blobUrl("req-1/runs/run-1/taxonomy.json"), + }); + + const res = await supertest(app).get(RUN_LEVEL.url("req-1") + "taxonomy").buffer(true).parse(rawParser); + expect(res.status).toBe(200); + expect(res.headers["content-disposition"]).toContain("req-1-taxonomy.json"); + expect(mockGetBlockBlobClient).toHaveBeenCalledWith("req-1/runs/run-1/taxonomy.json"); + }); +}); diff --git a/apps/api/src/routes/requests/taxonomy.ts b/apps/api/src/routes/requests/taxonomy.ts new file mode 100644 index 000000000..e74d303f6 --- /dev/null +++ b/apps/api/src/routes/requests/taxonomy.ts @@ -0,0 +1,30 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import type { RouteContext } from "../../route-context.js"; +import { downloadBlobToResponse } from "./blob-helpers.js"; +import { registerArtifactRoutes } from "./artifact-route.js"; + +export function registerRequestsTaxonomyRoutes(ctx: RouteContext): void { + registerArtifactRoutes(ctx, { + path: "taxonomy", + summary: "Download taxonomy JSON for the run", + perRunSummary: "Download taxonomy JSON for a specific attempt", + responseDescription: "Taxonomy v1 JSON document (scorecard, behavior analysis, action list)", + errorResponses: { 404: { description: "Not found — taxonomy not yet generated" } }, + blobNotFoundMessage: "Taxonomy file not found — the blob may have been deleted or is no longer available", + handler: async (ctx, _req, res, targetRun, id) => { + const taxonomyUrl = targetRun.taxonomyUrl; + if (!taxonomyUrl) { + res.status(404).json({ error: "Taxonomy not yet generated for this run" }); + return; + } + + await downloadBlobToResponse(ctx, res, taxonomyUrl, { + contentType: "application/json", + filename: `${id}-taxonomy.json`, + label: "Taxonomy", + }); + }, + }); +} diff --git a/apps/portal/src/components/TaxonomyTab.tsx b/apps/portal/src/components/TaxonomyTab.tsx new file mode 100644 index 000000000..e97c8c8c4 --- /dev/null +++ b/apps/portal/src/components/TaxonomyTab.tsx @@ -0,0 +1,248 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { useQuery } from "@tanstack/react-query"; +import { api } from "@/lib/api"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { Badge } from "@/components/ui/badge"; +import { Button } from "@/components/ui/button"; +import { Loader2, Download, ChevronDown, ChevronRight } from "lucide-react"; +import { useState } from "react"; + +interface TaxonomyDimension { + name: string; + score: number; + maxScore: number; + justification: string; +} + +interface BehaviorPattern { + id: string; + category: string; + observation: string; + evidence: string[]; + impact: "positive" | "negative" | "neutral"; +} + +interface ActionItem { + id: string; + priority: "high" | "medium" | "low"; + title: string; + description: string; + category: string; +} + +interface TaxonomyData { + meta?: { + schemaVersion?: string; + generatedAt?: string; + requestId?: string; + runId?: string; + model?: string; + }; + scorecard?: { + overall?: number; + dimensions?: TaxonomyDimension[]; + }; + behaviorAnalysis?: { + patterns?: BehaviorPattern[]; + }; + actionList?: { + items?: ActionItem[]; + }; +} + +function ScoreBar({ score, maxScore }: { score: number; maxScore: number }) { + const pct = Math.round((score / maxScore) * 100); + const color = pct >= 80 ? "bg-green-500" : pct >= 50 ? "bg-yellow-500" : "bg-red-500"; + return ( +
+
+
+
+ {score}/{maxScore} +
+ ); +} + +function ImpactBadge({ impact }: { impact: string }) { + const variant = impact === "positive" ? "default" : impact === "negative" ? "destructive" : "secondary"; + return {impact}; +} + +function PriorityBadge({ priority }: { priority: string }) { + const colors: Record = { + high: "bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-300", + medium: "bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-300", + low: "bg-blue-100 text-blue-800 dark:bg-blue-900/30 dark:text-blue-300", + }; + return {priority}; +} + +function CollapsibleSection({ title, defaultOpen = true, children }: { title: string; defaultOpen?: boolean; children: React.ReactNode }) { + const [open, setOpen] = useState(defaultOpen); + return ( +
+ + {open &&
{children}
} +
+ ); +} + +export function TaxonomyTab({ runId, attemptRunId }: { runId: string; attemptRunId?: string }) { + const url = attemptRunId ? api.runTaxonomyUrl(runId, attemptRunId) : api.taxonomyUrl(runId); + + const { data: taxonomy, isLoading, error } = useQuery({ + queryKey: ["run-taxonomy", runId, attemptRunId], + queryFn: async () => { + const res = await fetch(url); + if (!res.ok) { + if (res.status === 404) return null; + throw new Error(`Failed to fetch taxonomy: ${res.statusText}`); + } + return res.json(); + }, + }); + + if (isLoading) { + return ( +
+ + Loading taxonomy… +
+ ); + } + + if (error) { + return ( +
+

Failed to load taxonomy: {(error as Error).message}

+
+ ); + } + + if (!taxonomy) { + return ( +
+

Taxonomy not yet generated for this run.

+

It will appear here once post-processing completes.

+
+ ); + } + + const { meta, scorecard, behaviorAnalysis, actionList } = taxonomy; + + return ( +
+ {/* Header with download */} +
+
+

Run Taxonomy

+ {meta?.generatedAt && ( +

+ Generated {new Date(meta.generatedAt).toLocaleString()} + {meta.model && <> · Model: {meta.model}} +

+ )} +
+ +
+ + {/* Scorecard */} + {scorecard && ( + + + + Scorecard + {scorecard.overall !== undefined && ( + {scorecard.overall}% + )} + + + + {scorecard.dimensions?.map((dim) => ( +
+
+ {dim.name} +
+ +

{dim.justification}

+
+ ))} + + + )} + + {/* Behavior Analysis */} + {behaviorAnalysis?.patterns && behaviorAnalysis.patterns.length > 0 && ( + + + + Behavior Analysis ({behaviorAnalysis.patterns.length}) + + + + +
+ {behaviorAnalysis.patterns.map((pattern) => ( +
+
+ {pattern.category} + +
+

{pattern.observation}

+ {pattern.evidence.length > 0 && ( +
    + {pattern.evidence.map((e, i) =>
  • {e}
    • )} +
+ )} +
+ ))} +
+ + + + )} + + {/* Action List */} + {actionList?.items && actionList.items.length > 0 && ( + + + + Action Items ({actionList.items.length}) + + + + +
+ {actionList.items.map((item) => ( +
+ +
+

{item.title}

+

{item.description}

+ {item.category} +
+
+ ))} +
+ + + + )} + + {/* Raw JSON fallback — collapsed by default */} + + 
+          {JSON.stringify(taxonomy, null, 2)}
+
+ +
+ ); +} diff --git a/apps/portal/src/lib/api.ts b/apps/portal/src/lib/api.ts index 96cd39566..fa3e2945c 100644 --- a/apps/portal/src/lib/api.ts +++ b/apps/portal/src/lib/api.ts @@ -355,6 +355,16 @@ export const api = { return `${BASE}/requests/${id}/atif${qs}`; }, + /** Get taxonomy JSON URL for a request (latest run) */ + taxonomyUrl: (id: string): string => { + return `${BASE}/requests/${id}/taxonomy`; + }, + + /** Get taxonomy JSON URL for a specific attempt */ + runTaxonomyUrl: (requestId: string, runId: string): string => { + return `${BASE}/requests/${requestId}/runs/${runId}/taxonomy`; + }, + /** Download a batch archive of multiple runs as a single .tar.gz */ batchArchive: async (ids: string[]): Promise => { const resp = await apiClient(`${BASE}/requests/archive`, { diff --git a/apps/portal/src/pages/RunDetail.tsx b/apps/portal/src/pages/RunDetail.tsx index 77ac6b0fa..0d08189b3 100644 --- a/apps/portal/src/pages/RunDetail.tsx +++ b/apps/portal/src/pages/RunDetail.tsx @@ -24,6 +24,7 @@ import { CriteriaGraphView } from "@/components/CriteriaGraphView"; import { HarNetworkViewer } from "@/components/HarNetworkViewer"; import { ConversationView } from "@/components/ConversationView"; import { VideoPlayer } from "@/components/VideoPlayer"; +import { TaxonomyTab } from "@/components/TaxonomyTab"; import { useLogStream } from "@/hooks/use-log-stream"; import { useAllTurnsToolCalls } from "@/hooks/useHarExtraction"; import { MarkdownRenderer } from "@/components/MarkdownRenderer"; @@ -523,6 +524,7 @@ export function RunDetail() { } const hasHarData = !!(activeRun?.harUrl || activeRun?.turns?.some(t => t.harUrl)); + const hasTaxonomy = !!activeRun?.taxonomyUrl; const hasVideoData = !!(activeRun?.videoUrls?.length || activeRun?.setupVideoUrls?.length || activeRun?.turns?.some(t => t.videoUrls?.length)); const videoCount = (activeRun?.setupVideoUrls?.length ?? 0) + (activeRun?.videoUrls?.length ?? 0) @@ -958,6 +960,7 @@ export function RunDetail() { )} {hasHarData && Network} {hasHarData && Tool Calls} + {hasTaxonomy && Taxonomy} {hasVideoData && } Logs @@ -1032,6 +1035,13 @@ export function RunDetail() { )} + {/* Taxonomy tab — structured scorecard + behavior analysis + action items */} + {hasTaxonomy && ( + + + + )} + {/* Video tab — session recording player */} {hasVideoData && ( diff --git a/apps/portal/src/types.ts b/apps/portal/src/types.ts index dd4db49f5..239684fb5 100644 --- a/apps/portal/src/types.ts +++ b/apps/portal/src/types.ts @@ -115,6 +115,7 @@ export interface RunState { resumedAt?: string; postProcessorVersion?: number; postProcessorStatus?: "queued" | "processing" | "done" | "failed"; + taxonomyUrl?: string; } export interface Run { diff --git a/apps/scheduler/src/handler-dispatcher.test.ts b/apps/scheduler/src/handler-dispatcher.test.ts index 32d954243..847e6be90 100644 --- a/apps/scheduler/src/handler-dispatcher.test.ts +++ b/apps/scheduler/src/handler-dispatcher.test.ts @@ -16,11 +16,11 @@ const HANDLERS: HandlerServiceDocument[] = [ dependsOn: [], }, { - _id: "pp-example", + _id: "pp-taxonomy", type: "post-process-handler", version: 1, - queue: "pp-example-queue", - selector: "example", + queue: "pp-taxonomy-queue", + selector: "taxonomy", autoBackfill: false, dependsOn: ["pp-atif"], }, @@ -87,7 +87,7 @@ describe("HandlerDispatcher — drain detection", () => { it("is drained when all handlers are done", () => { expect( - isDrained(HANDLERS, { "pp-atif": { status: "done" }, "pp-example": { status: "done" } }), + isDrained(HANDLERS, { "pp-atif": { status: "done" }, "pp-taxonomy": { status: "done" } }), ).toBe(true); }); @@ -99,13 +99,13 @@ describe("HandlerDispatcher — drain detection", () => { expect( isDrained(HANDLERS, { "pp-atif": { status: "done" }, - "pp-example": { status: "processing" }, + "pp-taxonomy": { status: "processing" }, }), ).toBe(false); }); it("is drained when a failed dependency blocks its descendant", () => { - // pp-atif failed → pp-example can never run (blocked) → terminal. + // pp-atif failed → pp-taxonomy can never run (blocked) → terminal. expect(isDrained(HANDLERS, { "pp-atif": { status: "failed" } })).toBe(true); }); @@ -113,7 +113,7 @@ describe("HandlerDispatcher — drain detection", () => { expect( isDrained(HANDLERS, { "pp-atif": { status: "done" }, - "pp-example": { status: "failed" }, + "pp-taxonomy": { status: "failed" }, }), ).toBe(true); }); @@ -143,7 +143,7 @@ describe("HandlerDispatcher — maybeTriggerReports", () => { run: { _id: "run-1", status: "done", - handlerStatus: { "pp-atif": { status: "done" }, "pp-example": { status: "done" } }, + handlerStatus: { "pp-atif": { status: "done" }, "pp-taxonomy": { status: "done" } }, }, }); collection.findOneAndUpdate.mockResolvedValue({ _id: "req-1" }); // claim succeeds @@ -203,7 +203,7 @@ describe("HandlerDispatcher — maybeTriggerReports", () => { run: { _id: "run-2", status: "done", - handlerStatus: { "pp-atif": { status: "done" }, "pp-example": { status: "done" } }, + handlerStatus: { "pp-atif": { status: "done" }, "pp-taxonomy": { status: "done" } }, }, }); @@ -220,7 +220,7 @@ describe("HandlerDispatcher — maybeTriggerReports", () => { run: { _id: "run-1", status: "done", - handlerStatus: { "pp-atif": { status: "done" }, "pp-example": { status: "done" } }, + handlerStatus: { "pp-atif": { status: "done" }, "pp-taxonomy": { status: "done" } }, }, }); collection.findOneAndUpdate.mockResolvedValue(null); // another path claimed it first @@ -237,7 +237,7 @@ describe("HandlerDispatcher — maybeTriggerReports", () => { run: { _id: "run-1", status: "done", - handlerStatus: { "pp-atif": { status: "done" }, "pp-example": { status: "done" } }, + handlerStatus: { "pp-atif": { status: "done" }, "pp-taxonomy": { status: "done" } }, }, }); collection.findOneAndUpdate.mockResolvedValue({ _id: "req-1" }); diff --git a/apps/scheduler/src/notify-routes.test.ts b/apps/scheduler/src/notify-routes.test.ts index 2d7ef741b..b942faeee 100644 --- a/apps/scheduler/src/notify-routes.test.ts +++ b/apps/scheduler/src/notify-routes.test.ts @@ -173,11 +173,11 @@ describe("createHttpServer", () => { servers.push(server); const doc = { - _id: "pp-example", + _id: "pp-taxonomy", type: "post-process-handler", version: 1, - queue: "pp-example-queue", - selector: "example", + queue: "pp-taxonomy-queue", + selector: "taxonomy", autoBackfill: false, dependsOn: ["pp-atif"], }; @@ -189,7 +189,7 @@ describe("createHttpServer", () => { }); expect(response.status).toBe(200); - expect(await response.json()).toEqual({ ok: true, handlerId: "pp-example" }); + expect(await response.json()).toEqual({ ok: true, handlerId: "pp-taxonomy" }); expect(handler.registerHandler).toHaveBeenCalledWith(doc); }); diff --git a/apps/workers/taxonomy/Dockerfile b/apps/workers/taxonomy/Dockerfile new file mode 100644 index 000000000..b6be8f2ad --- /dev/null +++ b/apps/workers/taxonomy/Dockerfile @@ -0,0 +1,50 @@ +FROM node:22.22.0-slim AS builder + +RUN corepack enable && corepack prepare pnpm@10.29.1 --activate + +WORKDIR /app + +COPY package.json pnpm-workspace.yaml pnpm-lock.yaml ./ +COPY tsconfig.base.json ./ +COPY packages/shared/package.json ./packages/shared/ +COPY apps/workers/taxonomy/package.json ./apps/workers/taxonomy/ + +RUN pnpm install --frozen-lockfile + +COPY packages/shared/tsconfig.json ./packages/shared/ +COPY packages/shared/src ./packages/shared/src/ +COPY apps/workers/taxonomy/tsconfig.json ./apps/workers/taxonomy/ +COPY apps/workers/taxonomy/src ./apps/workers/taxonomy/src/ +COPY apps/workers/taxonomy/handler.yaml ./apps/workers/taxonomy/ + +RUN pnpm --filter shared build && pnpm --filter taxonomy-handler build + +# --- Dev stage: hot reload with tsx watch --- +FROM builder AS dev +ENV NODE_ENV=development +ENV SERVICE_DIR=workers/taxonomy +COPY scripts/dev-entrypoint.sh /app/scripts/dev-entrypoint.sh +EXPOSE 80 +ENV PORT=80 +CMD ["/app/scripts/dev-entrypoint.sh"] + +# --- Production stage --- +FROM node:22.22.0-slim + +RUN corepack enable && corepack prepare pnpm@10.29.1 --activate + +WORKDIR /app + +COPY package.json pnpm-workspace.yaml pnpm-lock.yaml ./ +COPY packages/shared/package.json ./packages/shared/ +COPY apps/workers/taxonomy/package.json ./apps/workers/taxonomy/ + +RUN pnpm install --frozen-lockfile --prod + +COPY --from=builder /app/packages/shared/dist ./packages/shared/dist/ +COPY --from=builder /app/apps/workers/taxonomy/dist ./apps/workers/taxonomy/dist/ +COPY --from=builder /app/apps/workers/taxonomy/handler.yaml ./apps/workers/taxonomy/handler.yaml + +WORKDIR /app/apps/workers/taxonomy + +CMD ["node", "dist/index.js"] diff --git a/apps/workers/taxonomy/handler.yaml b/apps/workers/taxonomy/handler.yaml new file mode 100644 index 000000000..b479f905e --- /dev/null +++ b/apps/workers/taxonomy/handler.yaml @@ -0,0 +1,11 @@ +# Post-process handler registration metadata. +# Read by the generic register-handler script and POSTed to the +# scheduler's POST /handlers/register endpoint on deploy. +_id: pp-taxonomy +type: post-process-handler +version: 1 +queue: pp-taxonomy-queue +selector: taxonomy +autoBackfill: false +dependsOn: + - pp-atif diff --git a/apps/workers/taxonomy/package.json b/apps/workers/taxonomy/package.json new file mode 100644 index 000000000..52cdd6b2f --- /dev/null +++ b/apps/workers/taxonomy/package.json @@ -0,0 +1,24 @@ +{ + "name": "taxonomy-handler", + "version": "1.0.0", + "type": "module", + "main": "dist/index.js", + "scripts": { + "build": "tsc", + "dev": "tsx watch src/index.ts", + "start": "node dist/index.js", + "taxonomy": "tsx src/cli.ts", + "lint": "eslint src/" + }, + "dependencies": { + "shared": "workspace:*", + "@azure/storage-queue": "^12.25.0", + "@github/copilot-sdk": "^0.1.17", + "dotenv": "^16.4.5" + }, + "devDependencies": { + "@types/node": "^22.7.0", + "tsx": "^4.19.0", + "typescript": "^5.6.2" + } +} diff --git a/apps/workers/taxonomy/src/cli.ts b/apps/workers/taxonomy/src/cli.ts new file mode 100644 index 000000000..a5f51f600 --- /dev/null +++ b/apps/workers/taxonomy/src/cli.ts @@ -0,0 +1,206 @@ +#!/usr/bin/env npx tsx +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +/** + * Taxonomy post-processor developer CLI. + * + * Invokes the taxonomy generation loop directly against an existing requestId, + * streams the Copilot SDK session events live, and saves the validated taxonomy + * to a local JSON file. This is a developer/troubleshooting tool only — it never + * writes to Mongo (handlerStatus) or blob storage (taxonomy.json) and does not + * notify the scheduler. + * + * Usage: + * npx tsx src/cli.ts [options] + * pnpm taxonomy [options] + * + * Options: + * --run, -r Run id for the prompt/logging (default: active run from API). + * --model Override TAXONOMY_MODEL (e.g. a reasoning model). + * --timeout Override SESSION_TIMEOUT_MS (per-attempt session timeout). + * --output, -o Output file path (default: taxonomy-.json). + * --stdout Also print the taxonomy JSON to stdout. + * --quiet Suppress live session-event streaming on stderr. + * --help, -h Show this help. + */ +import "dotenv/config"; +import { writeFile } from "node:fs/promises"; +import { resolve } from "node:path"; +import { SessionEvent } from "@github/copilot-sdk"; +import { TokenManagerClient, type LogEvent, type RequestDocument } from "shared"; +import { generateTaxonomy } from "./taxonomy-generator.js"; + +interface CliArgs { + requestId: string; + runId?: string; + model?: string; + timeoutMs?: number; + output?: string; + stdout: boolean; + quiet: boolean; +} + +function printHelp(): void { + process.stderr.write( + [ + "Taxonomy post-processor developer CLI", + "", + "Usage: npx tsx src/cli.ts [options]", + "", + "Options:", + " --run, -r Run id for the prompt/logging (default: active run from API)", + " --model Override TAXONOMY_MODEL", + " --timeout Override SESSION_TIMEOUT_MS (per-attempt session timeout)", + " --output, -o Output file path (default: taxonomy-.json)", + " --stdout Also print the taxonomy JSON to stdout", + " --quiet Suppress live session-event streaming on stderr", + " --help, -h Show this help", + "", + ].join("\n"), + ); +} + +function parseArgs(argv: string[]): CliArgs | undefined { + const args: Partial & { stdout: boolean; quiet: boolean } = { stdout: false, quiet: false }; + const positionals: string[] = []; + + for (let i = 0; i < argv.length; i += 1) { + const arg = argv[i]; + switch (arg) { + case "--help": + case "-h": + printHelp(); + return undefined; + case "--run": + case "-r": + args.runId = argv[++i]; + break; + case "--model": + args.model = argv[++i]; + break; + case "--timeout": + args.timeoutMs = Number(argv[++i]); + break; + case "--output": + case "-o": + args.output = argv[++i]; + break; + case "--stdout": + args.stdout = true; + break; + case "--quiet": + args.quiet = true; + break; + default: + if (arg.startsWith("-")) { + throw new Error(`Unknown option: ${arg}`); + } + positionals.push(arg); + } + } + + const requestId = positionals[0]; + if (!requestId) { + throw new Error("Missing required argument"); + } + if (args.timeoutMs !== undefined && Number.isNaN(args.timeoutMs)) { + throw new Error("--timeout must be a number (milliseconds)"); + } + + return { ...args, requestId }; +} + +async function resolveRunId(apiBaseUrl: string, requestId: string, explicit?: string): Promise { + if (explicit) return explicit; + try { + const response = await fetch(`${apiBaseUrl}/api/v1/requests/${requestId}`); + if (response.ok) { + const request: RequestDocument = await response.json(); + if (request.run?._id) return request.run._id; + } + } catch { + // fall through to requestId fallback + } + return requestId; +} + +function summarizeEvent(event: SessionEvent): string | undefined { + switch (event.type) { + case "session.start": + return `session.start model=${event.data.selectedModel}`; + case "session.error": + return `session.error ${event.data.errorType}: ${event.data.message}`; + case "tool.execution_start": + return `tool.start ${event.data.toolName} ${JSON.stringify(event.data.arguments ?? {})}`; + case "tool.execution_complete": + return `tool.done ${event.data.success ? "ok" : "FAILED"}${event.data.error ? ` ${event.data.error.message}` : ""}`; + case "assistant.message": + return `assistant.message (${event.data.content.length} chars)`; + default: + return undefined; + } +} + +async function main(): Promise { + let parsed: CliArgs | undefined; + try { + parsed = parseArgs(process.argv.slice(2)); + } catch (error) { + process.stderr.write(`Error: ${error instanceof Error ? error.message : String(error)}\n\n`); + printHelp(); + process.exit(2); + } + if (!parsed) return; // help shown + + const apiBaseUrl = process.env.SCOPE_MT_API_URL || "http://localhost:3001"; + const taxonomyModel = parsed.model || process.env.TAXONOMY_MODEL || "gpt-5.4"; + const sessionTimeoutMs = parsed.timeoutMs ?? (Number(process.env.SESSION_TIMEOUT_MS) || 5 * 60 * 1000); + const outputPath = resolve(parsed.output ?? `taxonomy-${parsed.requestId}.json`); + + const githubToken = process.env.GITHUB_TOKEN + ? process.env.GITHUB_TOKEN + : await new TokenManagerClient(process.env.TOKEN_MANAGER_URL).acquireToken("copilot-sdk"); + + const runId = await resolveRunId(apiBaseUrl, parsed.requestId, parsed.runId); + + const log = (level: LogEvent["level"], msg: string, data?: Record): void => { + if (parsed.quiet) return; + const suffix = data && Object.keys(data).length > 0 ? ` ${JSON.stringify(data)}` : ""; + process.stderr.write(`[${level}] ${msg}${suffix}\n`); + }; + + process.stderr.write( + `Generating taxonomy: requestId=${parsed.requestId} runId=${runId} model=${taxonomyModel} timeout=${sessionTimeoutMs}ms\n`, + ); + + const onEvent = parsed.quiet + ? undefined + : (event: SessionEvent): void => { + const summary = summarizeEvent(event); + if (summary) process.stderr.write(` · ${summary}\n`); + }; + + const taxonomy = await generateTaxonomy({ + requestId: parsed.requestId, + runId, + apiBaseUrl, + taxonomyModel, + githubToken, + sessionTimeoutMs, + log, + onEvent, + }); + + const json = JSON.stringify(taxonomy, null, 2); + await writeFile(outputPath, `${json}\n`, "utf-8"); + process.stderr.write(`\nTaxonomy written to ${outputPath}\n`); + if (parsed.stdout) { + process.stdout.write(`${json}\n`); + } +} + +main().catch((error) => { + process.stderr.write(`\nTaxonomy generation failed: ${error instanceof Error ? error.message : String(error)}\n`); + process.exit(1); +}); diff --git a/apps/workers/taxonomy/src/index.ts b/apps/workers/taxonomy/src/index.ts new file mode 100644 index 000000000..b1a4f322b --- /dev/null +++ b/apps/workers/taxonomy/src/index.ts @@ -0,0 +1,30 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import "dotenv/config"; +import { TaxonomyQueueProcessor, type TaxonomyQueueProcessorConfig } from "./taxonomy-queue-processor.js"; + +const config: TaxonomyQueueProcessorConfig = { + mongoUri: process.env.MONGO_CONNECTION_STRING || process.env.AZURE_COSMOS_CONNECTION_STRING || "mongodb://localhost:27017", + mongoDatabase: process.env.MONGO_DATABASE || "requests-db", + mongoCollection: "requests", + storageAccountName: process.env.AZURE_STORAGE_ACCOUNT_NAME || "devstoreaccount1", + storageConnectionString: process.env.STORAGE_CONNECTION_STRING || process.env.AZURE_STORAGE_CONNECTION_STRING || undefined, + queueName: process.env.AZURE_STORAGE_QUEUE_TAXONOMY || "pp-taxonomy-queue", + batchSize: Number(process.env.BATCH_SIZE) || 1, + pollIntervalMs: Number(process.env.POLL_INTERVAL_MS) || 5000, + redisHost: process.env.REDIS_HOST || "localhost", + redisPort: Number(process.env.REDIS_PORT) || 6379, + redisPassword: process.env.REDIS_PASSWORD || "", + taxonomyModel: process.env.TAXONOMY_MODEL || "gpt-5.4", + apiBaseUrl: process.env.SCOPE_MT_API_URL || "http://localhost:3001", + sessionTimeoutMs: Number(process.env.SESSION_TIMEOUT_MS) || 5 * 60 * 1000, + schedulerUrl: process.env.SCHEDULER_URL, + tokenManagerUrl: process.env.TOKEN_MANAGER_URL, +}; + +const processor = new TaxonomyQueueProcessor(config); +processor.start().catch((err) => { + console.error("[taxonomy-handler] Fatal error:", err); + process.exit(1); +}); diff --git a/apps/workers/taxonomy/src/prompt.ts b/apps/workers/taxonomy/src/prompt.ts new file mode 100644 index 000000000..47ea28e4d --- /dev/null +++ b/apps/workers/taxonomy/src/prompt.ts @@ -0,0 +1,88 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +export const TAXONOMY_SYSTEM_PROMPT = `You generate benchmark taxonomy documents for completed Scope runs. + +Your job is to inspect the run metadata and ATIF trajectories, then return a taxonomy JSON document that conforms exactly to the taxonomy Zod schema enforced by the worker. + +Required JSON shape: +{ + "meta": { + "generatedAt": "ISO-8601 datetime with offset", + "schemaVersion": "string", + "runId": "string", + "requestId": "string" + }, + "scorecard": { + "summary": "string", + "profileResults": [ + { + "profileId": "string", + "select": "best|median|worst", + "taskOutcome": "success|partial|failure", + "overallScore": 0-100, + "dimensions": [ + { + "name": "string", + "score": 0-100, + "rationale": "string", + "evidence": ["string"] + } + ] + } + ], + "crossProfileInsights": ["string"] + }, + "behaviorAnalysis": { + "patterns": [ + { + "id": "string", + "category": "strength|weakness|inconsistency|regression", + "title": "string", + "description": "string", + "frequency": 0-1, + "impact": "critical|high|medium|low", + "evidence": [ + { + "runId": "string", + "iteration": 0-or-greater integer, + "excerpt": "string" + } + ] + } + ], + "agentPersonality": { + "communicationStyle": "string", + "problemSolvingApproach": "string", + "errorRecoveryBehavior": "string" + } + }, + "actionList": { + "fix": [actionItem], + "improve": [actionItem], + "investigate": [actionItem] + } +} + +Each actionItem must include: +- id +- title +- priority: critical|high|medium|low +- description +- ownership: agent-team|platform-team|prompt-engineer|scenario-author +- relatedPatterns: string[] +- suggestedApproach + +Output rules: +- Return raw JSON only. +- Do not wrap the JSON in markdown fences. +- Do not include commentary before or after the JSON. +- Every field must be valid for the schema. +- Preserve the 3-layer structure: scorecard, behaviorAnalysis, actionList. +- If a value is unknown, use the schema-compatible empty/null/default value rather than inventing facts. + +Use the available tools to gather evidence before answering: +- get_run_data for the request, scenario, run, turns, and criteria outcomes. +- get_atif_trajectory for ATIF evidence from individual iterations. + +Ground every classification in the actual run evidence. Prefer precise, stable labels over verbose prose. If validation feedback is provided later in the conversation, correct the JSON and return a full replacement document.`; diff --git a/apps/workers/taxonomy/src/taxonomy-generator.ts b/apps/workers/taxonomy/src/taxonomy-generator.ts new file mode 100644 index 000000000..ada150f2c --- /dev/null +++ b/apps/workers/taxonomy/src/taxonomy-generator.ts @@ -0,0 +1,202 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { CopilotClient, type PermissionHandler, SessionEvent } from "@github/copilot-sdk"; +import { + type LogEvent, + taxonomySchema, + type TaxonomyDocument, +} from "shared"; +import { TAXONOMY_SYSTEM_PROMPT } from "./prompt.js"; +import { createTaxonomyTools } from "./tools.js"; + +export const DEFAULT_SESSION_TIMEOUT_MS = 5 * 60 * 1000; +const DELTA_LOG_INTERVAL = 2_000; +const approveTaxonomyTools: PermissionHandler = request => + request.kind === "custom-tool" + ? { kind: "approved" } + : { kind: "denied-by-rules", rules: [] }; + +type TaxonomyLogFn = ( + level: LogEvent["level"], + msg: string, + data?: Record, +) => Promise | void; + +export interface GenerateTaxonomyParams { + requestId: string; + runId: string; + apiBaseUrl: string; + taxonomyModel: string; + githubToken: string; + sessionTimeoutMs?: number; + log: TaxonomyLogFn; + /** Optional raw session-event hook (used by the dev CLI to render live progress). */ + onEvent?: (event: SessionEvent) => void; +} + +/** + * Runs the Copilot SDK taxonomy generation loop and returns a schema-validated + * taxonomy document. This is side-effect-free with respect to Mongo and blob + * storage (it only reads run data and ATIF trajectories through the API); + * persistence is the caller's responsibility. + */ +export async function generateTaxonomy(params: GenerateTaxonomyParams): Promise { + const { requestId, runId, apiBaseUrl, taxonomyModel, githubToken, log, onEvent } = params; + const client = new CopilotClient({ githubToken }); + const tools = createTaxonomyTools(apiBaseUrl, requestId); + const timeoutMs = params.sessionTimeoutMs ?? DEFAULT_SESSION_TIMEOUT_MS; + + let streamedResponse = ""; + let latestMessage = ""; + let lastLoggedCharCount = 0; + const toolNames = new Map(); + + try { + const session = await client.createSession({ + model: taxonomyModel, + streaming: true, + tools, + availableTools: [], + excludedTools: ["builtin:*", "mcp:*"], + onPermissionRequest: approveTaxonomyTools, + systemMessage: { mode: "replace", content: TAXONOMY_SYSTEM_PROMPT }, + }); + + session.on((event: SessionEvent) => { + onEvent?.(event); + switch (event.type) { + case "session.start": + void log("info", "Copilot session started", { + sessionId: event.data.sessionId, + model: event.data.selectedModel, + }); + break; + case "session.error": + void log("error", `Session error: ${event.data.message}`, { errorType: event.data.errorType }); + break; + case "tool.execution_start": + toolNames.set(event.data.toolCallId, event.data.toolName); + void log("info", `Tool call: ${event.data.toolName}`, { + toolCallId: event.data.toolCallId, + arguments: event.data.arguments as Record | undefined, + }); + break; + case "tool.execution_complete": { + const toolName = toolNames.get(event.data.toolCallId) ?? "unknown"; + toolNames.delete(event.data.toolCallId); + void log("info", `Tool result: ${toolName} (${event.data.success ? "success" : "failed"})`, { + toolCallId: event.data.toolCallId, + error: event.data.error?.message, + }); + break; + } + case "assistant.message_delta": + streamedResponse += event.data.deltaContent; + if (streamedResponse.length - lastLoggedCharCount >= DELTA_LOG_INTERVAL) { + lastLoggedCharCount = streamedResponse.length; + void log("info", `Generating taxonomy… (${streamedResponse.length} chars so far)`); + } + break; + case "assistant.message": + latestMessage = event.data.content; + break; + } + }); + + let attempts = 0; + const maxAttempts = 3; + let prompt = [ + `Generate taxonomy JSON for request ${requestId} and run ${runId}.`, + "Use get_run_data first, then inspect ATIF trajectories that materially affect the classification.", + "Return only raw JSON that satisfies the taxonomy schema.", + ].join(" "); + let lastJson: string | undefined; + + while (attempts < maxAttempts) { + attempts += 1; + streamedResponse = ""; + latestMessage = ""; + lastLoggedCharCount = 0; + + await log("info", `Sending taxonomy prompt to Copilot SDK (attempt ${attempts}/${maxAttempts})`, { + requestId, + runId, + timeoutMs, + }); + + const response = await session.sendAndWait({ prompt }, timeoutMs); + const responseText = response?.data.content?.trim() || latestMessage.trim() || streamedResponse.trim(); + + if (!responseText) { + throw new Error("Copilot SDK returned an empty taxonomy response"); + } + + const jsonText = extractJson(responseText); + lastJson = jsonText; + + let parsedJson: unknown; + try { + parsedJson = JSON.parse(jsonText) as unknown; + } catch (error) { + const errorMessage = error instanceof Error ? error.message : String(error); + if (attempts >= maxAttempts) { + throw new Error(`Taxonomy response was not valid JSON after ${maxAttempts} attempts: ${errorMessage}`); + } + + prompt = [ + "Your previous response was not valid JSON.", + `JSON parse error: ${errorMessage}.`, + "Return the full taxonomy document again as raw JSON only, with no markdown fences or commentary.", + "Replace the entire response with corrected JSON.", + ].join(" "); + continue; + } + + const validation = taxonomySchema.safeParse(parsedJson); + if (validation.success) { + return validation.data; + } + + const validationErrors = formatValidationErrors(validation.error.issues); + await log("warn", `Taxonomy validation failed on attempt ${attempts}`, { + issues: validationErrors, + }); + + if (attempts >= maxAttempts) { + throw new Error( + `Taxonomy schema validation failed after ${maxAttempts} attempts: ${validationErrors.join(" | ")}`, + ); + } + + prompt = [ + "Your previous taxonomy JSON did not satisfy the schema.", + "Correct the document and return the entire replacement JSON object.", + "Do not include markdown fences or commentary.", + `Validation errors: ${validationErrors.join("; ")}`, + lastJson ? `Previous JSON: ${lastJson}` : "", + ].filter(Boolean).join(" "); + } + + throw new Error("Taxonomy generation ended without a valid document"); + } finally { + await client.stop().catch(() => undefined); + } +} + +function extractJson(responseText: string): string { + const trimmed = responseText.trim(); + if (!trimmed.startsWith("```")) { + return trimmed; + } + + const fenceMatch = trimmed.match(/^```(?:json)?\s*([\s\S]*?)\s*```$/i); + return fenceMatch?.[1]?.trim() ?? trimmed; +} + +function formatValidationErrors(issues: Array<{ path: PropertyKey[]; message: string }>): string[] { + return issues.map((issue) => { + const path = issue.path.length > 0 ? issue.path.map((segment) => String(segment)).join(".") : ""; + return `${path}: ${issue.message}`; + }); +} diff --git a/apps/workers/taxonomy/src/taxonomy-queue-processor.ts b/apps/workers/taxonomy/src/taxonomy-queue-processor.ts new file mode 100644 index 000000000..1d8160db0 --- /dev/null +++ b/apps/workers/taxonomy/src/taxonomy-queue-processor.ts @@ -0,0 +1,190 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { DequeuedMessageItem } from "@azure/storage-queue"; +import { + BaseQueueProcessor, + BlobStorage, + type BaseQueueProcessorConfig, + type LogEvent, + type RequestDocument, + TokenManagerClient, + type TaxonomyDocument, + type VisibilityHeartbeat, + withRetry, +} from "shared"; +import { generateTaxonomy } from "./taxonomy-generator.js"; + +const HANDLER_ID = "pp-taxonomy"; +const HANDLER_VERSION = 1; +const DEFAULT_SESSION_TIMEOUT_MS = 5 * 60 * 1000; + +interface TaxonomyQueueMessage { + type: "taxonomy"; + requestId: string; + runId?: string; +} + +export interface TaxonomyQueueProcessorConfig extends BaseQueueProcessorConfig { + taxonomyModel: string; + apiBaseUrl: string; + sessionTimeoutMs?: number; + schedulerUrl?: string; + tokenManagerUrl?: string; +} + +export class TaxonomyQueueProcessor extends BaseQueueProcessor { + private taxonomyConfig: TaxonomyQueueProcessorConfig; + private tokenClient: TokenManagerClient; + private blobStorage: BlobStorage; + + constructor(config: TaxonomyQueueProcessorConfig) { + super(config, "taxonomy-handler"); + this.taxonomyConfig = config; + this.tokenClient = new TokenManagerClient(config.tokenManagerUrl); + this.blobStorage = new BlobStorage({ + storageAccountName: config.storageAccountName, + storageConnectionString: config.storageConnectionString, + }); + } + + protected override async handleRequest( + doc: RequestDocument, + message: DequeuedMessageItem, + heartbeat: VisibilityHeartbeat, + log: (level: LogEvent["level"], msg: string, data?: Record) => Promise, + payload?: Record, + ): Promise { + const queueMessage = payload as TaxonomyQueueMessage | undefined; + const requestId = doc._id; + const activeRunId = doc.run?._id; + const runId = queueMessage?.runId ?? activeRunId ?? requestId; + + if (!queueMessage || queueMessage.type !== "taxonomy") { + await log("warn", "Discarding message with unsupported taxonomy payload", { payload }); + await this.safeDeleteMessage(message.messageId, heartbeat.stop()); + return; + } + + if (queueMessage.runId && activeRunId && queueMessage.runId !== activeRunId) { + await log("warn", "Discarding stale taxonomy message for superseded run", { + requestId, + queuedRunId: queueMessage.runId, + activeRunId, + }); + await this.safeDeleteMessage(message.messageId, heartbeat.stop()); + return; + } + + if (!doc.run) { + throw new Error(`Request ${requestId} has no active run to classify`); + } + + await withRetry(() => this.collection.updateOne( + { _id: requestId } as never, + { + $set: { + [`run.handlerStatus.${HANDLER_ID}.status`]: "processing", + [`run.handlerStatus.${HANDLER_ID}.version`]: HANDLER_VERSION, + [`run.handlerStatus.${HANDLER_ID}.updatedAt`]: new Date(), + [`run.handlerStatus.${HANDLER_ID}.error`]: null, + }, + } as never, + )); + + await log("info", "Starting taxonomy generation", { requestId, runId, model: this.taxonomyConfig.taxonomyModel }); + + try { + const taxonomy = await this.generateTaxonomy(requestId, runId, log); + const blobName = `${requestId}/runs/${runId}/taxonomy.json`; + const taxonomyUrl = await this.blobStorage.uploadJson(blobName, taxonomy); + + await withRetry(() => this.collection.updateOne( + { _id: requestId } as never, + { + $set: { + [`run.taxonomyUrl`]: taxonomyUrl, + [`run.handlerStatus.${HANDLER_ID}.status`]: "done", + [`run.handlerStatus.${HANDLER_ID}.version`]: HANDLER_VERSION, + [`run.handlerStatus.${HANDLER_ID}.updatedAt`]: new Date(), + }, + $unset: { + [`run.handlerStatus.${HANDLER_ID}.error`]: "", + }, + } as never, + )); + + await log("info", "Taxonomy generation completed", { + requestId, + runId, + blobName, + taxonomyUrl, + }); + + await this.notifyHandlerComplete(requestId, runId, "done"); + } catch (error) { + const errorMessage = error instanceof Error ? error.message : String(error); + + await withRetry(() => this.collection.updateOne( + { _id: requestId } as never, + { + $set: { + [`run.handlerStatus.${HANDLER_ID}.status`]: "failed", + [`run.handlerStatus.${HANDLER_ID}.version`]: HANDLER_VERSION, + [`run.handlerStatus.${HANDLER_ID}.updatedAt`]: new Date(), + [`run.handlerStatus.${HANDLER_ID}.error`]: errorMessage, + }, + } as never, + )); + + await log("error", `Taxonomy generation failed: ${errorMessage}`, { requestId, runId }); + await this.notifyHandlerComplete(requestId, runId, "failed"); + throw error; + } + + const finalPopReceipt = heartbeat.stop(); + await this.safeDeleteMessage(message.messageId, finalPopReceipt); + } + + private async generateTaxonomy( + requestId: string, + runId: string, + log: (level: LogEvent["level"], msg: string, data?: Record) => Promise, + ): Promise { + const githubToken = await this.tokenClient.acquireToken("copilot-sdk"); + await log("info", "Acquired Copilot SDK token"); + + return generateTaxonomy({ + requestId, + runId, + apiBaseUrl: this.taxonomyConfig.apiBaseUrl, + taxonomyModel: this.taxonomyConfig.taxonomyModel, + githubToken, + sessionTimeoutMs: this.taxonomyConfig.sessionTimeoutMs ?? DEFAULT_SESSION_TIMEOUT_MS, + log, + }); + } + + private async notifyHandlerComplete( + requestId: string, + runId: string, + status: "done" | "failed", + ): Promise { + const schedulerUrl = this.taxonomyConfig.schedulerUrl; + if (!schedulerUrl) return; + + try { + const response = await fetch(`${schedulerUrl}/notify/handler-complete`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ requestId, runId, handlerId: HANDLER_ID, status }), + }); + + if (!response.ok) { + console.warn(`[taxonomy-handler] Scheduler notify failed: ${response.status}`); + } + } catch (error) { + console.warn(`[taxonomy-handler] Scheduler notify error for ${requestId}/${runId}:`, error); + } + } +} diff --git a/apps/workers/taxonomy/src/tools.ts b/apps/workers/taxonomy/src/tools.ts new file mode 100644 index 000000000..ea4eced32 --- /dev/null +++ b/apps/workers/taxonomy/src/tools.ts @@ -0,0 +1,154 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { defineTool } from "@github/copilot-sdk"; +import { type ConversationTurn, type RequestDocument } from "shared"; + +interface GetAtifTrajectoryArgs { + iteration?: number; +} + +function selectTurnWithAtif(turns: ConversationTurn[] | undefined, requestedIteration?: number): ConversationTurn | undefined { + if (!turns?.length) return undefined; + + if (requestedIteration !== undefined) { + return turns.find((turn) => turn.iteration === requestedIteration && typeof turn.atifUrl === "string"); + } + + return [...turns] + .filter((turn) => typeof turn.atifUrl === "string") + .sort((a, b) => b.iteration - a.iteration)[0]; +} + +export function createTaxonomyTools( + apiBaseUrl: string, + requestId: string, +) { + const getRunData = defineTool("get_run_data", { + description: + "Fetch the full request document plus the active run state, including scenario, persona, turns, criteria results, and handler status.", + parameters: { + type: "object", + properties: {}, + }, + handler: async () => { + try { + const response = await fetch(`${apiBaseUrl}/api/v1/requests/${requestId}`); + if (!response.ok) { + return { error: `Failed to fetch request: ${response.status} ${response.statusText}` }; + } + + const request: RequestDocument = await response.json(); + const run = request.run; + + return { + request: { + id: request._id, + workerType: request.workerType, + model: request.model, + reasoningEffort: request.reasoningEffort, + maxIterations: request.maxIterations, + createdAt: request.createdAt, + updatedAt: request.updatedAt, + persona: request.persona, + personaInstructions: request.personaInstructions, + mcpServers: request.mcpServers, + skillRevisions: request.skillRevisions, + extensions: request.extensions, + priority: request.priority, + scenario: request.scenario, + }, + run: run ? { + id: run._id, + attemptNumber: run.attemptNumber, + status: run.status, + outcome: run.outcome, + result: run.result, + error: run.error, + startedAt: run.startedAt, + finishedAt: run.finishedAt, + updatedAt: run.updatedAt, + aiCallCount: run.aiCallCount, + tokenUsage: run.tokenUsage, + handlerStatus: run.handlerStatus, + turns: run.turns?.map((turn) => ({ + iteration: turn.iteration, + passed: turn.passed, + timestamp: turn.timestamp, + startedAt: turn.startedAt, + durationMs: turn.durationMs, + judgeFeedback: turn.judgeFeedback, + codingAgentResponse: turn.codingAgentResponse, + aiCallCount: turn.aiCallCount, + tokenUsage: turn.tokenUsage, + snapshotUrl: turn.snapshotUrl, + rawChatUrl: turn.rawChatUrl, + rawChatFormat: turn.rawChatFormat, + toolCallsUrl: turn.toolCallsUrl, + toolCallCount: turn.toolCallCount, + atifUrl: turn.atifUrl, + criteriaResults: turn.criteriaResults, + })) ?? [], + } : null, + }; + } catch (err) { + return { error: `Failed to fetch run data: ${err}` }; + } + }, + }); + + const getAtifTrajectory = defineTool("get_atif_trajectory", { + description: + "Fetch an ATIF trajectory JSON document for a specific iteration, or the latest available iteration when omitted.", + parameters: { + type: "object", + properties: { + iteration: { + type: "number", + description: "Optional 1-based iteration number. If omitted, the latest available ATIF trajectory is returned.", + }, + }, + }, + handler: async (args: GetAtifTrajectoryArgs) => { + try { + const response = await fetch(`${apiBaseUrl}/api/v1/requests/${requestId}`); + if (!response.ok) { + return { error: `Failed to fetch request: ${response.status} ${response.statusText}` }; + } + + const request: RequestDocument = await response.json(); + const selectedTurn = selectTurnWithAtif(request.run?.turns, args.iteration); + + if (!selectedTurn?.atifUrl) { + return { + error: args.iteration !== undefined + ? `No ATIF trajectory available for iteration ${args.iteration}` + : "No ATIF trajectory is available for this run", + }; + } + + const runId = request.run?._id; + const iteration = selectedTurn.iteration; + const atifUrl = runId + ? `${apiBaseUrl}/api/v1/requests/${requestId}/runs/${runId}/atif?iteration=${iteration}` + : `${apiBaseUrl}/api/v1/requests/${requestId}/atif?iteration=${iteration}`; + + const atifResponse = await fetch(atifUrl); + if (!atifResponse.ok) { + return { error: `Failed to fetch ATIF trajectory: ${atifResponse.status} ${atifResponse.statusText}` }; + } + + const trajectory: unknown = await atifResponse.json(); + + return { + iteration, + trajectory, + }; + } catch (err) { + return { error: `Failed to fetch ATIF trajectory: ${err}` }; + } + }, + }); + + return [getRunData, getAtifTrajectory]; +} diff --git a/apps/workers/taxonomy/tsconfig.json b/apps/workers/taxonomy/tsconfig.json new file mode 100644 index 000000000..bf012ecbb --- /dev/null +++ b/apps/workers/taxonomy/tsconfig.json @@ -0,0 +1,8 @@ +{ + "extends": "../../../tsconfig.base.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "./src" + }, + "include": ["src/**/*"] +} diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml index 1050fb826..f5e309b30 100644 --- a/docker-compose.dev.yml +++ b/docker-compose.dev.yml @@ -217,10 +217,30 @@ services: - action: rebuild path: ./pnpm-lock.yaml + taxonomy-handler: + build: + target: dev + develop: + watch: + - action: sync + path: ./apps/workers/taxonomy/src + target: /app/apps/workers/taxonomy/src + - action: sync + path: ./packages/shared/src + target: /app/packages/shared/src + - action: rebuild + path: ./apps/workers/taxonomy/package.json + - action: rebuild + path: ./pnpm-lock.yaml + register-handler-post-processor: build: target: dev + register-handler-taxonomy: + build: + target: dev + post-processor: build: target: dev diff --git a/docker-compose.yml b/docker-compose.yml index 42fe2145e..65e50d0ad 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -9,6 +9,7 @@ # docker compose --profile vscode-web up # + VS Code Web worker # docker compose --profile claude-code --profile copilot up # multiple workers # docker compose --profile report up # + Report Generator worker +# docker compose --profile taxonomy up # + Taxonomy handler worker # docker compose up mongodb redis azurite # infra only (run app services natively) # # Host-native debugging: @@ -869,6 +870,51 @@ services: api: condition: service_started + taxonomy-handler: + build: + context: . + dockerfile: apps/workers/taxonomy/Dockerfile + profiles: [taxonomy, all] + environment: + <<: *common-env + AZURE_STORAGE_QUEUE_TAXONOMY: pp-taxonomy-queue + TAXONOMY_MODEL: ${TAXONOMY_MODEL:-gpt-5.4} + SCOPE_MT_API_URL: http://api:80 + SCHEDULER_URL: http://scheduler:8080 + GITHUB_TOKEN: ${GITHUB_TOKEN:-} + TOKEN_MANAGER_URL: http://token-manager:80 + GIT_COMMIT: ${GIT_COMMIT:-development} + SESSION_TIMEOUT_MS: ${SESSION_TIMEOUT_MS:-300000} + depends_on: + mongodb: + condition: service_healthy + required: false + redis: + condition: service_healthy + azurite: + condition: service_healthy + api: + condition: service_started + scheduler: + condition: service_started + register-handler-taxonomy: + condition: service_completed_successfully + + register-handler-taxonomy: + build: + context: . + dockerfile: apps/workers/taxonomy/Dockerfile + profiles: [taxonomy, all] + environment: + <<: *common-env + HANDLER_YAML_PATH: apps/workers/taxonomy/handler.yaml + SCHEDULER_URL: http://scheduler:8080 + depends_on: + scheduler: + condition: service_started + restart: "no" + entrypoint: ["npx", "tsx", "packages/shared/src/scripts/register-handler.ts"] + register-handler-post-processor: build: context: . diff --git a/docs/architecture/db-migrations.md b/docs/architecture/db-migrations.md index d01bcc5aa..ce8f2e673 100644 --- a/docs/architecture/db-migrations.md +++ b/docs/architecture/db-migrations.md @@ -116,7 +116,7 @@ When you run a command: | `029-create-users-collection` | Creates the database-enforced unique identity index for authentication; uses Cosmos collection-creation extensions for continuous-backup accounts and preserves native MongoDB index creation (see below) | | `030-create-resource-indexes` | Creates project-scoped resource indexes | | `031-migrate-services-to-handler-dag` | Replaces the legacy single `post-processor` service row with per-handler service registrations and dependencies | -| `032-add-handler-status-index` | Adds a handler-specific dispatch index for `pp-atif` polling | +| `032-add-handler-status-index` | Adds handler-specific dispatch indexes for `pp-atif`, `pp-taxonomy`, and `pp-report` polling | | `033-backfill-handler-status` | Backfills `run.handlerStatus.pp-atif` from deprecated `run.postProcessorStatus` / `run.postProcessorVersion` fields | ### Migration 029: users identity uniqueness diff --git a/docs/architecture/overview.md b/docs/architecture/overview.md index 1d4b6cdee..c96ae3110 100644 --- a/docs/architecture/overview.md +++ b/docs/architecture/overview.md @@ -79,6 +79,7 @@ flowchart TB | `workers/coder-acp-claude-code` | Claude Code agent via Agent Client Protocol (ACP) | | `workers/coder-acp-copilot` | GitHub Copilot agent via Agent Client Protocol (ACP) | | `workers/report-generator` | Copilot SDK worker that generates post-run markdown reports | +| `workers/taxonomy` | Copilot SDK worker that generates validated post-run taxonomy JSON | | `gateway` | AI Gateway — shared Rust TLS-intercepting proxy with plugin architecture (HAR capture, future: token refresh, rate limiting) | | `evaluations/static-prompts` | Developer-run static prompt quality and user-controlled prompt red-team suites | diff --git a/docs/architecture/post-processing.md b/docs/architecture/post-processing.md index 1370e5b7c..af3ec1adb 100644 --- a/docs/architecture/post-processing.md +++ b/docs/architecture/post-processing.md @@ -34,7 +34,23 @@ Two paths trigger post-processing: - Updates `run.turns.$.atifUrl` in the request document 4. On success, stamps `run.handlerStatus["pp-atif"] = { status: "done", version: N }` (while legacy `run.postProcessorVersion` / `run.postProcessorStatus` may still be mirrored during the transition) -5. Triggers any downstream handlers once the scheduler sees the dependency graph is satisfied. (Reports are **not** a DAG handler — see [Report Triggering](#report-triggering-on-dag-drain).) +5. Triggers the downstream taxonomy handler once the scheduler sees the dependency graph is satisfied. (Reports are **not** a DAG handler — see [Report Triggering](#report-triggering-on-dag-drain).) + +## Taxonomy Generation + +The taxonomy handler (`apps/workers/taxonomy/`) consumes messages from the dedicated `pp-taxonomy-queue` and produces a structured JSON artifact for a completed run. It uses the GitHub Copilot SDK with a tool-backed session to fetch run metadata and ATIF trajectories from the API, then validates the generated JSON against the shared taxonomy Zod schema. + +### Flow + +1. Queue message arrives: `{ type: "taxonomy", requestId, runId }` +2. Worker fetches the request document from MongoDB and marks `run.handlerStatus["pp-taxonomy"].status = "processing"` +3. Copilot SDK session calls: + - `get_run_data` to fetch the request + active run from the API + - `get_atif_trajectory` to fetch per-iteration ATIF JSON from the API (`GET /api/v1/requests/:id/runs/:runId/atif?iteration=N`) +4. The worker validates the assistant response with `taxonomySchema.safeParse()` +5. If validation fails, the worker feeds the schema errors back into the same session and retries up to 3 total attempts +6. On success, the worker uploads `taxonomy.json` to `{requestId}/runs/{runId}/taxonomy.json` +7. The worker stamps `run.handlerStatus["pp-taxonomy"] = { status: "done", version: 1 }` and calls `POST /notify/handler-complete` ### Blob Storage Layout @@ -45,16 +61,52 @@ Two paths trigger post-processing: atif.trajectory.json iteration-2/ atif.trajectory.json + taxonomy.json ``` +The completed run stores the taxonomy blob URL on `run.taxonomyUrl`. + ### API Endpoints | Endpoint | Description | | --- | --- | | `GET /api/v1/requests/:id/atif?iteration=N` | Download ATIF for the latest run | | `GET /api/v1/requests/:id/runs/:runId/atif?iteration=N` | Download ATIF for a specific run | +| `GET /api/v1/requests/:id/taxonomy` | Download taxonomy JSON for the latest run | +| `GET /api/v1/requests/:id/runs/:runId/taxonomy` | Download taxonomy JSON for a specific run | + +The `iteration` query parameter is mandatory only for the ATIF endpoints. ATIF files are also included in archive exports as `iteration-{N}.atif.trajectory.json`. + +### Local troubleshooting: taxonomy CLI + +The Copilot SDK generation loop lives in `apps/workers/taxonomy/src/taxonomy-generator.ts` (`generateTaxonomy()`), shared by both the queue processor and a standalone developer CLI (`src/cli.ts`). The CLI invokes generation directly against an existing `requestId`, streams the session events live, and saves the validated taxonomy to a local file — **it never writes to MongoDB, blob storage, or the scheduler** (read-only). It is a developer tool and is intentionally not part of the Scope CLI. + +Because both taxonomy tools (`get_run_data` and `get_atif_trajectory`) read through the API, the CLI needs only an API URL and a Copilot token — no storage connection string. This lets it run against any environment (local or a remote deployment such as integration) given a reachable API. + +```bash +# Local stack (use your worktree's host-mapped API port): +SCOPE_MT_API_URL=http://localhost:3001 \ +GITHUB_TOKEN=$(gh auth token) \ +pnpm taxonomy [--run ] [--model ] [--timeout ] [-o out.json] [--stdout] [--quiet] + +# Integration (read-only against the deployed API): +SCOPE_MT_API_URL=https://msscope-int.azurewebsites.net \ +GITHUB_TOKEN=$(gh auth token) \ +pnpm taxonomy -o taxonomy-int.json +``` + +The root `pnpm taxonomy` script proxies to `pnpm --filter taxonomy-handler taxonomy` (i.e. `tsx src/cli.ts`). + +| Option | Description | +| --- | --- | +| `--run, -r ` | Run id used in the prompt/logging (default: active run resolved from the API) | +| `--model ` | Override `TAXONOMY_MODEL` (e.g. A/B a reasoning model vs the `gpt-5.4` default) | +| `--timeout ` | Override `SESSION_TIMEOUT_MS` (per-attempt session timeout) | +| `--output, -o ` | Output file path (default: `taxonomy-.json` in the cwd) | +| `--stdout` | Also print the taxonomy JSON to stdout | +| `--quiet` | Suppress live session-event streaming on stderr | -The `iteration` query parameter is mandatory for the ATIF endpoints. ATIF files are also included in archive exports as `iteration-{N}.atif.trajectory.json`. +Live progress (tool calls, errors, deltas) is written to stderr so the saved JSON file stays clean. The CLI exits non-zero on failure (empty response, JSON/schema validation failure after 3 attempts, timeout, or model rate limit) and surfaces the underlying error message — making it well suited to diagnosing the oversized-`get_atif_trajectory` paging loop and Copilot model rate limits. ## Handler Interface @@ -125,7 +177,7 @@ The `AtifHandler` has two complementary test suites: The post-processor uses a version-based re-processing scheme: -- Each handler is registered independently in the `services` collection using a `post-process-handler` document keyed by handler ID (for example `pp-atif`) +- Each handler is registered independently in the `services` collection using a `post-process-handler` document keyed by handler ID (for example `pp-atif`, `pp-taxonomy`) - Each registration stores the handler `version`, queue name, selector, `autoBackfill` behavior, and `dependsOn` DAG edges - The scheduler compares each request's per-handler status/version state (for example `run.handlerStatus["pp-atif"]`) against the registered handler entry for that selector - Requests with missing or outdated handler state are re-dispatched for that specific handler once its dependencies are satisfied @@ -134,17 +186,18 @@ This allows deploying handler improvements and having them automatically applied ## Handler Registration -Each post-process handler declares its DAG metadata in a `handler.yaml` file colocated with the worker (e.g. `apps/workers/post-processor/handler.yaml`). This mirrors the coding-agent `agent.yaml` registration pattern. +Each post-process handler declares its DAG metadata in a `handler.yaml` file colocated with the worker (e.g. `apps/workers/taxonomy/handler.yaml`). This mirrors the coding-agent `agent.yaml` registration pattern. ```yaml -# apps/workers/post-processor/handler.yaml -_id: pp-atif +# apps/workers/taxonomy/handler.yaml +_id: pp-taxonomy type: post-process-handler version: 1 -queue: post-processor-queue -selector: atif -autoBackfill: true -dependsOn: [] +queue: pp-taxonomy-queue +selector: taxonomy +autoBackfill: false +dependsOn: + - pp-atif ``` On deploy, a generic registration script — `packages/shared/src/scripts/register-handler.ts` — reads the `handler.yaml` pointed to by `HANDLER_YAML_PATH`, waits for the scheduler's `/health`, and POSTs the parsed document to `${SCHEDULER_URL}/handlers/register` (with retry). The scheduler validates the document, runs a cycle check against the existing topology, and upserts it into the `services` collection via `HandlerDispatcher.registerHandler`. **Workers never write to the `services` collection directly** — the scheduler is the sole owner. @@ -162,8 +215,8 @@ flowchart LR **Where it runs:** -- **Docker Compose:** one `register-handler-` init service per handler (e.g. `pp-atif`) runs the generic script via `tsx`, gated on the scheduler being up. The worker waits for its registration service to complete. -- **Kubernetes:** a `register-handler-post-processor` Job runs the compiled script (`node packages/shared/dist/scripts/register-handler.js`) on each deploy. Only `pp-atif` is registered in K8s today because it is the only post-process handler deployed to the cluster. The scheduler exposes a `Service` (`scheduler.scoped.svc.cluster.local:8080`) so Jobs and workers can reach `/handlers/register` and the notify endpoints. +- **Docker Compose:** one `register-handler-` init service per handler (`pp-atif`, `pp-taxonomy`) runs the generic script via `tsx`, gated on the scheduler being up. The worker waits for its registration service to complete. +- **Kubernetes:** a `register-handler-post-processor` Job runs the compiled script (`node packages/shared/dist/scripts/register-handler.js`) on each deploy. Only `pp-atif` is registered in K8s today because it is the only post-process handler deployed to the cluster; `pp-taxonomy` is registered in Compose only until the taxonomy worker is deployed to K8s. The scheduler exposes a `Service` (`scheduler.scoped.svc.cluster.local:8080`) so Jobs and workers can reach `/handlers/register` and the notify endpoints. To **add or change a handler**, edit its `handler.yaml` (bump `version`, adjust `dependsOn`, etc.) — no code or migration changes are needed for registration. @@ -183,7 +236,7 @@ active template's trigger and creates the properly-templated `ReportDocument`(s) ```mermaid flowchart LR - RT["run done"] --> DAG["scheduler dispatches DAG
(pp-atif → …)"] + RT["run done"] --> DAG["scheduler dispatches DAG
(pp-atif → pp-taxonomy)"] DAG -->|"all handlers terminal"| DR{DAG drained?} DR -->|yes| TRIG["POST /api/v1/reports/trigger
{ requestId }"] TRIG --> API["API evaluates each template trigger
→ ReportDocument + report-queue {reportId}"] @@ -196,7 +249,7 @@ flowchart LR registered handler is terminal. A run with **zero** registered handlers is vacuously drained, so reports trigger immediately on run completion. -**Trigger regardless of handler success.** A flaky handler must not block report +**Trigger regardless of handler success.** A flaky taxonomy must not block report generation (reports analyze the run/ATIF), so the scheduler triggers reports whenever the DAG drains — not only when every handler succeeded. @@ -240,18 +293,20 @@ stateDiagram-v2 | Environment Variable | Default | Description | | --- | --- | --- | | `AZURE_STORAGE_QUEUE_POSTPROCESSOR` | `post-processor-queue` | Queue name for ATIF post-processor messages | +| `AZURE_STORAGE_QUEUE_TAXONOMY` | `pp-taxonomy-queue` | Queue name for taxonomy-generation jobs | | `SCHEDULER_PP_POLL_INTERVAL_MS` | `30000` | Scheduler backfill polling interval | | `BATCH_SIZE` | `1` | Messages to process per poll (worker-side) | | `POLL_INTERVAL_MS` | `5000` | Worker queue polling interval | -| `SCOPE_MT_API_URL` / `API_BASE_URL` | `http://localhost:3001` | API URL used by report Copilot tools | -| `SESSION_TIMEOUT_MS` | `300000` | Timeout for report Copilot SDK sessions | +| `SCOPE_MT_API_URL` / `API_BASE_URL` | `http://localhost:3001` | API URL used by report/taxonomy Copilot tools | +| `TAXONOMY_MODEL` | `gpt-5.4` | Copilot SDK model used by the taxonomy handler | +| `SESSION_TIMEOUT_MS` | `300000` | Timeout for report/taxonomy Copilot SDK sessions | | `SCHEDULER_URL` | _(unset)_ | Scheduler base URL — used by handlers to notify completion and by the register-handler script to reach `/handlers/register` | | `API_URL` | `http://api:80` | API base URL the **scheduler** uses to call `POST /api/v1/reports/trigger` when a run's handler DAG drains | | `HANDLER_YAML_PATH` | _(unset)_ | Path to a handler's `handler.yaml`, read by the generic `register-handler` script | ## Infrastructure -- **Queues:** Azure Storage Queues (`post-processor-queue` for ATIF, `report-queue` for reports) +- **Queues:** Azure Storage Queues (`post-processor-queue` for ATIF, `pp-taxonomy-queue` for taxonomy, `report-queue` for reports) - **Blob Storage:** `snapshots` container (shared with HAR, tool-calls, and other artifacts) - **Database:** MongoDB `requests` collection (`run.handlerStatus` map keyed by handler ID, with deprecated `run.postProcessorStatus` / `run.postProcessorVersion` compatibility fields during migration) - **KEDA:** ScaledObject scales the worker to zero when queue is empty diff --git a/package.json b/package.json index 635bb66ae..a98a960c8 100644 --- a/package.json +++ b/package.json @@ -17,6 +17,7 @@ "dev:coder-acp-claude-code": "pnpm --filter coder-acp-claude-code dev", "dev:coder-acp-copilot": "pnpm --filter coder-acp-copilot dev", "dev:report-generator": "pnpm --filter report-generator dev", + "taxonomy": "pnpm --filter taxonomy-handler taxonomy", "docker:up": "scripts/worktree-env.sh && scripts/dev-compose.sh up --build", "docker:up:claude-code": "scripts/worktree-env.sh && SCOPE_REGISTER_CLAUDE_CODE_AGENT=true scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-claude-code/versions.env --profile claude-code --profile report up --build", "docker:up:copilot": "scripts/worktree-env.sh && SCOPE_REGISTER_COPILOT_AGENT=true scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --profile copilot --profile report up --build", @@ -26,9 +27,9 @@ "docker:up:portal": "scripts/worktree-env.sh && scripts/dev-compose.sh --profile auth --profile portal up --build", "docker:dev": "scripts/worktree-env.sh && COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh -f docker-compose.yml -f docker-compose.dev.yml up --build --watch", "docker:dev:claude-code": "scripts/worktree-env.sh && SCOPE_REGISTER_CLAUDE_CODE_AGENT=true GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-claude-code/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile claude-code --profile report --profile post-processor --profile auth --profile portal up --build --watch", - "docker:dev:copilot": "scripts/worktree-env.sh && SCOPE_REGISTER_COPILOT_AGENT=true GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile copilot --profile report --profile post-processor --profile auth --profile portal up --build --watch", + "docker:dev:copilot": "scripts/worktree-env.sh && SCOPE_REGISTER_COPILOT_AGENT=true GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile copilot --profile report --profile post-processor --profile taxonomy --profile auth --profile portal up --build --watch", "docker:dev:portal": "scripts/worktree-env.sh && GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh -f docker-compose.yml -f docker-compose.dev.yml --profile auth --profile portal up --build --watch", - "docker:dev:all": "scripts/worktree-env.sh && SCOPE_REGISTER_COPILOT_AGENT=true SCOPE_REGISTER_CLAUDE_CODE_AGENT=true GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --env-file apps/workers/coder-acp-claude-code/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile claude-code --profile copilot --profile report --profile post-processor --profile auth --profile portal up --build --watch", + "docker:dev:all": "scripts/worktree-env.sh && SCOPE_REGISTER_COPILOT_AGENT=true SCOPE_REGISTER_CLAUDE_CODE_AGENT=true GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) COMPOSE_EXPERIMENTAL_WATCH_POLL=1 scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --env-file apps/workers/coder-acp-claude-code/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile claude-code --profile copilot --profile report --profile post-processor --profile taxonomy --profile auth --profile portal up --build --watch", "docker:dev:build": "scripts/worktree-env.sh && GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD) scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --env-file apps/workers/coder-acp-claude-code/versions.env -f docker-compose.yml -f docker-compose.dev.yml --profile claude-code --profile copilot --profile report --profile auth --profile portal build", "docker:down": "scripts/worktree-env.sh && scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --env-file apps/workers/coder-acp-claude-code/versions.env --profile claude-code --profile copilot --profile report --profile portal down --volumes", "docker:build": "scripts/worktree-env.sh && scripts/dev-compose.sh --env-file .env --env-file apps/workers/coder-acp-copilot/versions.env --env-file apps/workers/coder-acp-claude-code/versions.env --profile claude-code --profile copilot --profile report build", diff --git a/packages/db-migrations/src/migrations/031-migrate-services-to-handler-dag.ts b/packages/db-migrations/src/migrations/031-migrate-services-to-handler-dag.ts index 570b12e40..87fba84c8 100644 --- a/packages/db-migrations/src/migrations/031-migrate-services-to-handler-dag.ts +++ b/packages/db-migrations/src/migrations/031-migrate-services-to-handler-dag.ts @@ -7,7 +7,7 @@ import type { MigrationInterface } from "mongo-migrate-ts"; /** * Migration 031: Remove the legacy "post-processor" service entry. * - * Handler service registration (e.g. pp-atif) is now owned + * Handler service registration (pp-atif, pp-taxonomy) is now owned * by each worker's handler.yaml + the generic register-handler script, * which POSTs to the scheduler's POST /handlers/register endpoint on deploy. * Reports are not a DAG handler — the scheduler triggers report generation diff --git a/packages/db-migrations/src/migrations/032-add-handler-status-index.ts b/packages/db-migrations/src/migrations/032-add-handler-status-index.ts index 44d7a448a..cf69fb7c0 100644 --- a/packages/db-migrations/src/migrations/032-add-handler-status-index.ts +++ b/packages/db-migrations/src/migrations/032-add-handler-status-index.ts @@ -13,6 +13,14 @@ const HANDLER_STATUS_INDEXES = [ updatedAt: -1 as const, }, }, + { + name: "idx_handler_dispatch_taxonomy", + key: { + "run.handlerStatus.pp-taxonomy.status": 1 as const, + "run.status": 1 as const, + updatedAt: -1 as const, + }, + }, ] as const; export class AddHandlerStatusIndex implements MigrationInterface { diff --git a/packages/shared/src/index.ts b/packages/shared/src/index.ts index a6febdece..86f8007d4 100644 --- a/packages/shared/src/index.ts +++ b/packages/shared/src/index.ts @@ -28,5 +28,6 @@ export * from "./har/index.js"; export * from "./utils/index.js"; export * from "./schemas/index.js"; export * from "./auth/index.js"; +export * from "./schemas/taxonomy.js"; export * from "./cursor.js"; export * from "./run-duration.js"; diff --git a/packages/shared/src/schemas/index.ts b/packages/shared/src/schemas/index.ts index cb1df8b4c..a1e4d9761 100644 --- a/packages/shared/src/schemas/index.ts +++ b/packages/shared/src/schemas/index.ts @@ -22,3 +22,4 @@ export * from "./account.js"; export * from "./feature-flag.js"; export * from "./profile.js"; export * from "./project.js"; +export * from "./taxonomy.js"; diff --git a/packages/shared/src/schemas/request.ts b/packages/shared/src/schemas/request.ts index d40d541e0..976351534 100644 --- a/packages/shared/src/schemas/request.ts +++ b/packages/shared/src/schemas/request.ts @@ -233,6 +233,7 @@ export const RunStateSchema = z podName: z.string().optional(), }).optional(), harUrl: z.string().optional(), + taxonomyUrl: z.string().optional(), videoUrls: z.array(z.string()).optional(), setupVideoUrls: z.array(z.string()).optional(), tokenUsage: TokenUsageSchema.optional(), diff --git a/packages/shared/src/schemas/taxonomy.test.ts b/packages/shared/src/schemas/taxonomy.test.ts new file mode 100644 index 000000000..320f89ceb --- /dev/null +++ b/packages/shared/src/schemas/taxonomy.test.ts @@ -0,0 +1,180 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { describe, expect, it } from "vitest"; +import { taxonomySchema } from "./taxonomy.js"; + +describe("taxonomySchema", () => { + const validFixture = { + meta: { + generatedAt: "2025-02-01T12:00:00Z", + schemaVersion: "1.0.0", + runId: "run-123", + requestId: "req-456", + }, + scorecard: { + summary: "The agent usually succeeds but struggles with recovery quality.", + profileResults: [ + { + profileId: "profile-best", + select: "best", + taskOutcome: "success", + overallScore: 92, + dimensions: [ + { + name: "Correctness", + score: 95, + rationale: "Implemented the requested behavior fully.", + evidence: ["All acceptance criteria passed", "No regressions observed"], + }, + ], + }, + ], + crossProfileInsights: [ + "The agent communicates clearly across profiles.", + "Stress conditions reduce recovery quality.", + ], + }, + behaviorAnalysis: { + patterns: [ + { + id: "pattern-1", + category: "strength", + title: "Consistent planning", + description: "The agent outlines a clear plan before making changes.", + frequency: 0.75, + impact: "high", + evidence: [ + { + runId: "run-123", + iteration: 1, + excerpt: "Plan: inspect the failing endpoint, then patch the handler.", + }, + ], + }, + ], + agentPersonality: { + communicationStyle: "Concise and structured", + problemSolvingApproach: "Hypothesis-driven debugging", + errorRecoveryBehavior: "Retries with targeted fixes after inspecting evidence", + }, + }, + actionList: { + fix: [ + { + id: "action-1", + title: "Stabilize recovery prompts", + priority: "critical", + description: "Reduce failures when the first attempt is rejected.", + ownership: "prompt-engineer", + relatedPatterns: ["pattern-1"], + suggestedApproach: "Add explicit fallback guidance for failed first passes.", + }, + ], + improve: [ + { + id: "action-2", + title: "Expand planning examples", + priority: "medium", + description: "Reinforce successful planning behavior.", + ownership: "agent-team", + relatedPatterns: ["pattern-1"], + suggestedApproach: "Fine-tune on traces with strong upfront decomposition.", + }, + ], + investigate: [ + { + id: "action-3", + title: "Review profile variance", + priority: "low", + description: "Understand why profile-specific regressions appear sporadically.", + ownership: "scenario-author", + relatedPatterns: ["pattern-1"], + suggestedApproach: "Compare scenario wording against affected profile runs.", + }, + ], + }, + }; + + it("accepts a valid taxonomy fixture", () => { + const result = taxonomySchema.safeParse(validFixture); + expect(result.success).toBe(true); + }); + + it("rejects fixtures missing required fields with precise paths", () => { + const invalidFixture = { + ...validFixture, + scorecard: { + ...validFixture.scorecard, + profileResults: [ + { + ...validFixture.scorecard.profileResults[0], + dimensions: [ + { + name: "Correctness", + score: 95, + evidence: ["All acceptance criteria passed"], + }, + ], + }, + ], + }, + behaviorAnalysis: { + ...validFixture.behaviorAnalysis, + agentPersonality: { + communicationStyle: "Concise and structured", + errorRecoveryBehavior: "Retries with targeted fixes after inspecting evidence", + }, + }, + }; + + const result = taxonomySchema.safeParse(invalidFixture); + expect(result.success).toBe(false); + if (result.success) { + throw new Error("Expected invalid taxonomy fixture to fail parsing"); + } + + const issuePaths = result.error.issues.map((issue) => issue.path); + expect(issuePaths).toContainEqual([ + "scorecard", + "profileResults", + 0, + "dimensions", + 0, + "rationale", + ]); + expect(issuePaths).toContainEqual([ + "behaviorAnalysis", + "agentPersonality", + "problemSolvingApproach", + ]); + }); + + it("enforces enum values", () => { + const invalidFixture = { + ...validFixture, + actionList: { + ...validFixture.actionList, + fix: [ + { + ...validFixture.actionList.fix[0], + priority: "urgent", + }, + ], + }, + }; + + const result = taxonomySchema.safeParse(invalidFixture); + expect(result.success).toBe(false); + if (result.success) { + throw new Error("Expected invalid enum fixture to fail parsing"); + } + + expect(result.error.issues.map((issue) => issue.path)).toContainEqual([ + "actionList", + "fix", + 0, + "priority", + ]); + }); +}); diff --git a/packages/shared/src/schemas/taxonomy.ts b/packages/shared/src/schemas/taxonomy.ts new file mode 100644 index 000000000..a837d4f91 --- /dev/null +++ b/packages/shared/src/schemas/taxonomy.ts @@ -0,0 +1,104 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { z } from "zod"; + +const scoreSchema = z.number().min(0).max(100); +const frequencySchema = z.number().min(0).max(1); + +/** Taxonomy document metadata. */ +export const taxonomyMetaSchema = z.object({ + generatedAt: z.string().datetime({ offset: true }), + schemaVersion: z.string().min(1), + runId: z.string().min(1), + requestId: z.string().min(1), +}); + +/** Scorecard dimension result for a single profile. */ +export const scorecardDimensionSchema = z.object({ + name: z.string().min(1), + score: scoreSchema, + rationale: z.string().min(1), + evidence: z.array(z.string().min(1)), +}); + +/** Scorecard result for a specific profile slice. */ +export const profileResultSchema = z.object({ + profileId: z.string().min(1), + select: z.enum(["best", "median", "worst"]), + taskOutcome: z.enum(["success", "partial", "failure"]), + overallScore: scoreSchema, + dimensions: z.array(scorecardDimensionSchema), +}); + +/** Top-level scorecard section summarizing profile results. */ +export const scorecardSchema = z.object({ + summary: z.string().min(1), + profileResults: z.array(profileResultSchema), + crossProfileInsights: z.array(z.string().min(1)), +}); + +/** Evidence excerpt supporting an observed behavior pattern. */ +export const behaviorEvidenceSchema = z.object({ + runId: z.string().min(1), + iteration: z.number().int().min(0), + excerpt: z.string().min(1), +}); + +/** Cross-run behavioral pattern identified by the taxonomy analysis. */ +export const behaviorPatternSchema = z.object({ + id: z.string().min(1), + category: z.enum(["strength", "weakness", "inconsistency", "regression"]), + title: z.string().min(1), + description: z.string().min(1), + frequency: frequencySchema, + impact: z.enum(["critical", "high", "medium", "low"]), + evidence: z.array(behaviorEvidenceSchema), +}); + +/** Qualitative description of the agent's personality traits. */ +export const agentPersonalitySchema = z.object({ + communicationStyle: z.string().min(1), + problemSolvingApproach: z.string().min(1), + errorRecoveryBehavior: z.string().min(1), +}); + +/** Behavior analysis section describing patterns and personality. */ +export const behaviorAnalysisSchema = z.object({ + patterns: z.array(behaviorPatternSchema), + agentPersonality: agentPersonalitySchema, +}); + +/** Action item emitted by the taxonomy analysis. */ +export const actionItemSchema = z.object({ + id: z.string().min(1), + title: z.string().min(1), + priority: z.enum(["critical", "high", "medium", "low"]), + description: z.string().min(1), + ownership: z.enum([ + "agent-team", + "platform-team", + "prompt-engineer", + "scenario-author", + ]), + relatedPatterns: z.array(z.string().min(1)), + suggestedApproach: z.string().min(1), +}); + +/** Prioritized action lists grouped by remediation intent. */ +export const actionListSchema = z.object({ + fix: z.array(actionItemSchema), + improve: z.array(actionItemSchema), + investigate: z.array(actionItemSchema), +}); + +/** Complete taxonomy document produced by the taxonomy post-processor. */ +export const taxonomySchema = z.object({ + meta: taxonomyMetaSchema, + scorecard: scorecardSchema, + behaviorAnalysis: behaviorAnalysisSchema, + actionList: actionListSchema, +}); + +/** Inferred TypeScript type for the taxonomy document. */ +export type TaxonomyDocument = z.infer; diff --git a/packages/shared/src/scripts/register-handler.test.ts b/packages/shared/src/scripts/register-handler.test.ts index 162916404..0c3858b58 100644 --- a/packages/shared/src/scripts/register-handler.test.ts +++ b/packages/shared/src/scripts/register-handler.test.ts @@ -6,11 +6,11 @@ import { parseHandlerDocument } from "./register-handler.js"; describe("parseHandlerDocument", () => { const valid = { - _id: "pp-example", + _id: "pp-taxonomy", type: "post-process-handler", version: 1, - queue: "pp-example-queue", - selector: "example", + queue: "pp-taxonomy-queue", + selector: "taxonomy", autoBackfill: false, dependsOn: ["pp-atif"], }; diff --git a/packages/shared/src/types/types.ts b/packages/shared/src/types/types.ts index b01dd0b8b..79c8ef5e1 100644 --- a/packages/shared/src/types/types.ts +++ b/packages/shared/src/types/types.ts @@ -454,13 +454,14 @@ export interface RunState { podName?: string; }; harUrl?: string; + taxonomyUrl?: string; videoUrls?: string[]; setupVideoUrls?: string[]; tokenUsage?: TokenUsage; aiCallCount?: number; rawChatUrl?: string; rawChatFormat?: string; - /** Per-handler post-processing status. Keys are handler IDs (e.g. "pp-atif"). */ + /** Per-handler post-processing status. Keys are handler IDs (e.g. "pp-atif", "pp-taxonomy"). */ handlerStatus?: Record; /** Set once the scheduler has triggered report generation for this run after * the handler DAG drained (every handler reached a terminal state). Acts as @@ -511,6 +512,7 @@ export const RUN_STATE_FIELD_NAMES = [ "lastHeartbeatAt", "worker", "harUrl", + "taxonomyUrl", "videoUrls", "setupVideoUrls", "tokenUsage", diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index d4a29c36a..44a7b86bc 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -787,6 +787,31 @@ importers: specifier: ^5.6.2 version: 5.9.3 + apps/workers/taxonomy: + dependencies: + '@azure/storage-queue': + specifier: ^12.25.0 + version: 12.29.0 + '@github/copilot-sdk': + specifier: ^0.1.17 + version: 0.1.32(typescript@5.9.3) + dotenv: + specifier: 16.6.1 + version: 16.6.1 + shared: + specifier: workspace:* + version: link:../../../packages/shared + devDependencies: + '@types/node': + specifier: ^22.7.0 + version: 22.19.10 + tsx: + specifier: ^4.19.0 + version: 4.21.0 + typescript: + specifier: ^5.6.2 + version: 5.9.3 + evaluations/static-prompts: dependencies: shared: @@ -798,6 +823,7 @@ importers: yaml: specifier: ^2.8.1 version: 2.8.3 + devDependencies: '@types/node': specifier: ^22.18.6 @@ -1558,6 +1584,10 @@ packages: libc: [musl] hasBin: true + '@github/copilot-sdk@0.1.32': + resolution: {integrity: sha1-mkVfe7Zkq80wJuGboVpfCcAwg4E=, tarball: https://ms-feed-25.pkgs.visualstudio.com/1es-public/_packaging/npm-public/npm/registry/@github/copilot-sdk/-/copilot-sdk-0.1.32.tgz} + engines: {node: '>=20.0.0'} + '@github/copilot-sdk@1.0.1': resolution: {integrity: sha512-w6AaS0WqqTE/3iyUrZznvgCLQhsUF7ZmEVCneacuHCfOzlH0r6ww9WUmyA0zgqmXO75V0IYrkIcnFke/qJkkDg==} engines: {node: ^20.19.0 || >=22.12.0} @@ -4782,7 +4812,7 @@ packages: engines: {node: '>=12'} dotenv@16.6.1: - resolution: {integrity: sha512-uBq4egWHTcTt33a72vpSG0z3HnPuIl6NqYcTrKEg2azoEyl2hpW0zqlxysq2pK9HlDIHyHyakeYaYnSAwd8bow==} + resolution: {integrity: sha1-dz8OaVJ6gxXHKF1e5zxEWdIKgCA=, tarball: https://ms-feed-25.pkgs.visualstudio.com/1es-public/_packaging/npm-public/npm/registry/dotenv/-/dotenv-16.6.1.tgz} engines: {node: '>=12'} dunder-proto@1.0.1: @@ -7699,6 +7729,14 @@ snapshots: 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