Phase 1 stack #3: agentic insights / enrich - #95
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matthewmoorcroft wants to merge 1 commit into
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matthewmoorcroft wants to merge 1 commit into
matthewmoorcroft wants to merge 1 commit into
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Add a source-neutral insights artifact (models/insights.py) and an enrich_inventory pass (discovery_insights.py) that layers agentic insights onto the unified inventory, with a validator that forbids inferred-only keys by presence and aggregates per-edge errors. Expose it through the discover CLI and MCP (enrich subcommand) and document it in the flowx-discover skill. Consolidates PR #82 (agentic insights enrich_inventory + validator + CLI/MCP). Co-authored-by: Isaac <no-reply@databricks.com>
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Part of the Phase 1 stack. Base:
stack/adf-discovery. (Content of the former #82.)What this adds
An optional, source-neutral, agent-authored insights layer over discovery. The deterministic inventory records what the source is; an external agent authors judgment; the library has no LLM — it validates the authored object and atomically merges it under one additive
insightsblock.Schema (
insightsblock)schema_version,inventory_sha256(fingerprint binding),overview,system_recommendation,pipeline_insights[],pipeline_relationships[]— withrecommended_patterns[]and per-patternsimplification_pattern.Contract
enrichvalidates foreign keys / lineage refs / evidence / schema, stamps the library-owned fields, and atomically merges. Author→validate→merge; nothing else in the inventory changes.