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Claim Repro Score

ASecurity

One repeatable RSI pass over claim reproducibility; run the claim-repro scorecard, retire unfalsifiable witness debt worst-first by adding the real artifact/test/path, re-measure, and commit only the claim-repro lane. Use when this named workflow matches the task.

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  • Added September 2, 2026
ai-agents

Security analysis

A100/100

Scanned September 2, 2026

npx -y skills add anthony-chaudhary/fak --skill claim-repro-score --agent claude-code

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SKILL.md
---
name: claim-repro-score
description: One repeatable RSI pass over claim reproducibility; run the claim-repro scorecard, retire unfalsifiable witness debt worst-first by adding the real artifact/test/path, re-measure, and commit only the claim-repro lane. Use when this named workflow matches the task.
---

One repeatable RSI pass over claim reproducibility — the truth-maintenance sister to conflation-score (who owns this number?) and appeal-score (prose voice). Runs the claim-repro scorecard (tools/claim_repro_scorecard.py) over CLAIMS.md and BENCHMARK-AUTHORITY.md, reads the claim-repro-debt work-list (un-falsifiable witnesses: missing artifacts, non-existent test patterns, deleted cmd dirs), retires debt worst-first by ADDING the real witness (write the missing artifact, add the missing test, correct the package path), re-measures to PROVE the debt dropped, and commits only the claim-repro lane by explicit path. The claim-falsifiability sister of refresh-readme (freshness) and slop-score (code waste). Use after adding a claim or benchmark, when a witness is deleted or renamed, or on a /loop cadence to keep every claim genuinely falsifiable from a clean clone.

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