claim-matrix-rewriter

Claim Matrix Rewriter (Evidence-first, NO PROSE)

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Install skill "claim-matrix-rewriter" with this command: npx skills add willoscar/research-units-pipeline-skills/willoscar-research-units-pipeline-skills-claim-matrix-rewriter

Claim Matrix Rewriter (Evidence-first, NO PROSE)

Purpose: make outline/claim_evidence_matrix.md a navigation/index layer that is driven by evidence packs (not by outline bullets).

Key property: keep the legacy, gate-checked format so downstream QA can rely on stable markers:

    • Claim: (one per subsection)
    • Evidence: (>=2 per subsection)

Inputs

  • outline/subsection_briefs.jsonl

  • outline/evidence_drafts.jsonl

  • citations/ref.bib

Outputs

  • outline/claim_evidence_matrix.md

Non-negotiables

  • NO PROSE: bullets only.

  • No placeholders: no ... , unicode ellipsis (… ), TODO , (placeholder) , or <!-- SCAFFOLD --> .

  • Claims are evidence-aware:

  • fulltext-backed: may summarize comparisons

  • abstract-only/title-only: must be provisional (no strong “dominant trade-offs” language)

Helper script

  • python .codex/skills/claim-matrix-rewriter/scripts/run.py --help

  • python .codex/skills/claim-matrix-rewriter/scripts/run.py --workspace <ws>

Script

Quick Start

  • python .codex/skills/claim-matrix-rewriter/scripts/run.py --help

  • python .codex/skills/claim-matrix-rewriter/scripts/run.py --workspace <ws>

All Options

  • See --help .

  • Requires: outline/subsection_briefs.jsonl , outline/evidence_drafts.jsonl , citations/ref.bib .

Examples

  • Rewrite the matrix from evidence packs:

  • Ensure outline/subsection_briefs.jsonl and outline/evidence_drafts.jsonl exist and blocking_missing is empty.

  • Ensure citations/ref.bib exists and contains the cited keys.

  • Run: python .codex/skills/claim-matrix-rewriter/scripts/run.py --workspace workspaces/<ws>

Troubleshooting

Issue: cited keys are missing from citations/ref.bib

Fix:

  • Run citation-verifier (or fix the upstream notes) so every referenced key exists before rewriting.

Issue: evidence packs still have blocking_missing

Fix:

  • Fix upstream evidence (paper-notes / evidence-draft ) first; the matrix should not “paper over” missing evidence.

Source Transparency

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