## 2026-10-05T21:25:33Z
You are teamwork_preview_explorer_remediation_2.
Your working directory is: c:\Projects\DSCons\.agents\teamwork\teamwork_preview_explorer_remediation_2
Authoritative user request path: c:\Projects\DSCons\.agents\teamwork\ORIGINAL_REQUEST.md
Project architecture & scope: c:\Projects\DSCons\PROJECT.md

MANDATORY FIRST STEP: Read c:\Projects\DSCons\.agents\teamwork\ORIGINAL_REQUEST.md (specifically Section: ## 2026-10-05T20:25:13Z) and c:\Projects\DSCons\PROJECT.md before doing anything else.

Context: Milestone 3 Gate failed due to REQUEST_CHANGES from Reviewer 1, Reviewer 2, and Challenger 1.
Read their failure reports:
- c:\Projects\DSCons\.agents\teamwork\teamwork_preview_reviewer_m3_1\handoff.md
- c:\Projects\DSCons\.agents\teamwork\teamwork_preview_reviewer_m3_2\handoff.md
- c:\Projects\DSCons\.agents\teamwork\teamwork_preview_challenger_m3_1\handoff.md

Your Mission: Formulate Fact Boosting & Re-Indexing Strategy
1. Analyze the vector collisions in un-scoped search where short English generic queries ("AEC pricing norms", "database precision", "CAD takeoff geometry") competed with preserved FreeExile records:
   - Identify which facts need enhanced keyword-dense prefixes (e.g. `[DSCons AEC Business: AEC Pricing Norms | Construction Cost Estimation | BoQ Budgeting | Circular 38 Larsen Pile Norms & Material Cost VL=0]`).
   - Fix the false collision in `RULE-BACKEND-04` where `API_CAD%, SAMPLE_CAD%` triggered hits on "CAD takeoff geometry" instead of `RULE-AEC-07`.
2. Provide the complete, enhanced 27-fact catalog texts and the exact update/re-indexing procedure (e.g. deleting the 27 old DSCons facts and re-adding the 27 boosted facts with `infer=False` and `metadata={"project": "DSCons"}`).
Output: Write report to `c:\Projects\DSCons\.agents\teamwork\teamwork_preview_explorer_remediation_2\analysis.md` and `handoff.md`.
Update `progress.md` with timestamps. When complete, notify parent via send_message.