generated from coulomb/repo-seed
docs: add kaizen-agentic project metrics correlation (WP-0005 T16)
Link Helix Forge fleet session memory to kaizen-agentic ADR-004 project metrics via helix_session_uid. Reciprocal reference to the cross-repo correlation contract.
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@@ -370,6 +370,32 @@ hub indexes).
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## 11. Project metrics correlation (kaizen-agentic)
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Helix Forge owns **fleet-level** session capture and digests (this repo). The
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**kaizen-agentic** framework owns **project-scoped** agent execution metrics
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(ADR-004: `.kaizen/metrics/<agent>/executions.jsonl`). The two layers correlate
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by optional `helix_session_uid` on project records — link-by-reference, no
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duplicate ingestion in either repo.
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| Layer | Owner | Storage |
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|-------|-------|---------|
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| Fleet | agentic-resources (Helix Forge) | digest store (`digests` table) |
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| Project | kaizen-agentic | `.kaizen/metrics/<agent>/executions.jsonl` |
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**Cross-repo contract:** [Helix Forge Correlation Contract](https://gitea.coulomb.social/coulomb/kaizen-agentic/src/branch/main/docs/integrations/helix-forge-correlation.md)
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(kaizen-agentic). Field mapping from `Session.session_uid` → `helix_session_uid`,
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`digest.cost` → `tokens`, `tool_histogram` MCP share → `infra_overhead_share`.
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**Read path:** `kaizen-agentic metrics correlate <uid>` looks up a digest via
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`HELIX_STORE_DB` (this repo's session store). No write path from kaizen-agentic
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into Helix Forge.
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**Related kaizen-agentic docs:** [ADR-004 project metrics convention](https://gitea.coulomb.social/coulomb/kaizen-agentic/src/branch/main/docs/adr/ADR-004-project-metrics-convention.md),
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[wiki/EcosystemIntegration.md](https://gitea.coulomb.social/coulomb/kaizen-agentic/src/branch/main/wiki/EcosystemIntegration.md).
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*Next step: [AGENTIC-WP-0002] implements Phase 0 — the schema, the Claude
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collector, the Tier1/Tier2 store, and the budget-based eviction sweep.*
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