claims-before-harness-forensics
SolidUse at hypothesis generation and study design on reproduction and method-evaluation tasks, once close reading of the release has turned up defects, ambiguities or under-specification, and again when ordering the report. Covers labelling every planned experiment as a test of a claim or a test of self-consistency, the count gate that follows, and where reproduction-fidelity statistics belong.
Install
Quality Score: 85/100
Skill Content
Details
- Author
- tangxiangru
- Repository
- tangxiangru/AutoR
- Created
- 5 months ago
- Last Updated
- today
- Language
- Python
- License
- NOASSERTION
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
run-the-conditions-the-source-ran
Use at study design, before any experiment of your own is costed, on reproduction and method-evaluation tasks. Covers enumerating the systems, scenarios, stress sweeps and case studies the source names, running each one by name, measuring the preconditions the method declares it needs, and what to do when one of them fails.
prove-before-claiming
Verify that a change actually works before reporting it done — offline test harnesses with real Postgres in WASM, live smoke tests against production, regression greps, and the rule that a tool which lies must never be the evidence. Use before saying "done", "deployed", "fixed" or "verified"; when a change touches money, auth, email or data; when a browser preview disagrees with reality; or when a multi-agent verification pass returns zero findings. Carries the harness patterns, the honest-reporting format that always names what was NOT verified, and the specific tools in this environment that report false results.
claim-repro-score
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.