WP-0004: ecosystem integration complete
Add Helix Forge correlation (HELIX_SESSION_UID env, metrics correlate), artifact-store publish (metrics publish), activity-core ActivityDefinition references, integration patterns docs, and canon/knowledge design artifacts.
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@@ -260,6 +260,8 @@ kaizen-agentic metrics show <agent> # Summary + recent executions
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kaizen-agentic metrics list # Agents with metrics in project
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kaizen-agentic metrics export <agent> # Dump executions.jsonl
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kaizen-agentic metrics optimize [agent] # Run optimizer on project metrics (≥10 records)
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kaizen-agentic metrics correlate <uid> # Helix Forge digest lookup (read-only)
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kaizen-agentic metrics publish # Register optimizer output in artifact-store
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```
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`memory brief` includes a `## Performance Summary` when metrics exist (success
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@@ -272,12 +274,28 @@ skip). Record outcomes at session close per
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### Fleet correlation
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Project metrics correlate with **Helix Forge** fleet session metrics in
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`agentic-resources` via optional `helix_session_uid` (ADR-004). See
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[wiki/EcosystemIntegration.md](../wiki/EcosystemIntegration.md).
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`agentic-resources` via optional `helix_session_uid` (ADR-004).
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- `HELIX_SESSION_UID` (and related env vars) auto-merge on `metrics record`
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- `metrics correlate <uid>` looks up fleet digest when `HELIX_STORE_DB` is set
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See [integrations/helix-forge-correlation.md](integrations/helix-forge-correlation.md)
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and [wiki/EcosystemIntegration.md](../wiki/EcosystemIntegration.md).
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### Evidence retention
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Optimizer outputs may be published to `artifact-store` (WP-0004 Part 3).
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After `metrics optimize`, optionally publish optimizer outputs to **artifact-store**:
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```bash
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export ARTIFACTSTORE_API_URL=http://127.0.0.1:8000
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export ARTIFACTSTORE_API_TOKEN=<write-token>
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kaizen-agentic metrics publish --target .
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```
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Package uses `retention_class: raw-evidence` (180d). Local
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`.kaizen/metrics/optimizer/` remains authoritative when publish is skipped.
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Manifest: [integrations/optimizer-artifact-manifest.md](integrations/optimizer-artifact-manifest.md).
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---
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