Gis Research Swarm

Step 2 — Decompose Into Independent Tracks

Run one track per priority domain, plus:

• architecture insights track
• agent ecosystem cleanup track

Step 3 — Produce Evidence-Typed Findings

For every track:

• classify each claim as [VERIFIED] or [ASSUMPTION — UNVERIFIED]
• include inline citations to source files/sections
• separate facts from recommendations

Step 4 — Cross-Validate Before Synthesis

• identify contradictions across tracks
• resolve by evidence or mark unresolved
• record unresolved blockers explicitly

Step 5 — Publish Unified Report

Generate one markdown report with this structure:

1. Table of Contents
2. Executive Summary
3. Validated Findings by Priority Domain
4. Agent Ecosystem Cleanup (performed/recommended)
5. Architecture Insights and Recommendations
6. Documentation Updates (ready-to-apply diffs where relevant)
7. Measurable Impact
8. Next-Cycle Priorities

Step 6 — Sync Knowledge Base

• update docs/research/README.md when new docs are added
• keep references traceable and current

Output Quality Gate

• no uncited factual claims
• unresolved assumptions are explicit
• recommendations include concrete next verification actions