/push-learnings

Push Learnings Command

Exports local organization patterns to a shared repository for team-wide distribution.

Prerequisites

• CLAUDE_ORG_ID environment variable must be set
• Git repository must be initialized
• Network access to remote repository

Process

1. Read local patterns: Load $CLOSEDLOOP_WORKDIR/.learnings/org-patterns.toon
2. Convert TOON → JSON: For cross-project compatibility
3. Regenerate pattern IDs: Resolve collisions (P-001 might exist in target)
4. Merge with shared patterns: Read $CLOSEDLOOP_WORKDIR/.claude/learnings/org-patterns.json
5. Track source project: Update sources.json with origin metadata
6. Write merged output: Save to shared location

ID Collision Resolution

When merging patterns from multiple projects:

1. Load existing IDs from target file
2. For each new pattern:
   • If ID exists, generate new ID (P-XXX where XXX is next available)
   • Preserve original ID in metadata for traceability

Source Tracking

sources.json format:

{
  "patterns": {
    "P-001": {
      "source_project": "project-name",
      "source_id": "P-042",
      "pushed_at": "ISO8601",
      "pushed_by": "user@example.com"
    }
  }
}

TOON to JSON Conversion

# TOON
P-001|org|pattern|auth_flow|high|5|0.85||impl-subagent,"Check token expiry"

# JSON
{
  "id": "P-001",
  "scope": "org",
  "category": "pattern",
  "trigger": "auth_flow",
  "confidence": "high",
  "seen_count": 5,
  "success_rate": 0.85,
  "flags": "",
  "applies_to": ["impl-subagent"],
  "summary": "Check token expiry"
}

Usage

# Requires CLAUDE_ORG_ID to be set
export CLAUDE_ORG_ID="my-organization"
# Then invoke via ClosedLoop orchestrator

Error Handling

• If CLAUDE_ORG_ID not set, exit with error
• If local patterns file missing, exit with error
• If merge conflict, prefer newer pattern (by timestamp)