tama-community-summarizer

name	tama-community-summarizer
description	Summarize shared research pool for community insights

TAMA Community Summarizer

Aggregates and summarizes research pool data for community intelligence.

When to Use

After receiving packs in research-pool/incoming/ or when querying community data.

Procedure

1. Collect Packs

Read all files in research-pool/incoming/.

2. Aggregate

Count by:

• Failure family (which families are most common?)
• Violated invariant (which rules are broken most?)
• Repair operator (which fixes are most reusable?)
• Stack tags (which stacks have most issues?)

3. Identify Patterns

• Most common failure families → community anti-patterns
• Most effective repair operators → community best practices
• Transferability hotspots → universally applicable lessons

4. Generate Summary

Save to research-pool/summaries/SUMMARY-YYYYMMDD.json:

{
  "summary_date": "2026-03-18",
  "total_packs": 5,
  "total_genomes": 42,
  "top_families": [
    { "family": "verification-skipped-before-done", "count": 12 },
    { "family": "silent-fallback-introduced", "count": 9 }
  ],
  "top_repair_operators": [
    { "operator": "add-e2e-verification-step", "count": 8 }
  ],
  "transfer_recommendations": [...]
}

5. For Dashboard

If integrated with frontend, provide community data via /api/community endpoint.