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tegwick b48a2102d7 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.

2026-06-16 01:53:01 +02:00

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Optimizer Evidence Artifact Manifest

Package schema for kaizen-agentic metrics publish → artifact-store.

Package identity

Field	Value
`producer`	`kaizen-agentic`
`retention_class`	`raw-evidence` (180d default, ADR-004 aligned)
`name`	`kaizen-optimizer-<project-slug>`
`subject`	project directory name (override with `--subject`)

Files

Relative path	Source	Media type
`optimizer/analysis.json`	`.kaizen/metrics/optimizer/analysis.json`	`application/json`
`optimizer/recommendations.jsonl`	`.kaizen/metrics/optimizer/recommendations.jsonl`	`application/x-ndjson`

recommendations.jsonl is omitted from upload when absent (e.g. insufficient samples).

Metadata (`POST /packages`)

{
  "schema": "kaizen-agentic/optimizer-evidence/v1",
  "project": "demo-app",
  "project_root": "/path/to/demo-app",
  "producer": "kaizen-agentic",
  "retention_class": "raw-evidence",
  "retention_days": 180,
  "optimized_at": "2026-06-18",
  "agents": ["tdd-workflow", "coach"],
  "files": [
    "optimizer/analysis.json",
    "optimizer/recommendations.jsonl"
  ]
}

Publish workflow

# 1. Ensure optimizer has run
kaizen-agentic metrics optimize

# 2. Publish (artifact-store must be reachable)
export ARTIFACTSTORE_API_URL=http://127.0.0.1:8000
export ARTIFACTSTORE_API_TOKEN=<write-token>
kaizen-agentic metrics publish --target .

Local-only workflows skip publish; .kaizen/metrics/optimizer/ remains authoritative.

artifact-store ingestion API — POST /packages, /files, /finalize
ADR-004
INTEGRATION_PATTERNS.md

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