verify-claims
happier-dev/happier/.agents/skills/verify-claims/SKILL.md
Audit a report, plan, or handoff by re-deriving every load-bearing claim from primary sources. Use before trusting subagent/lane reports, before building decisions on unverified claims, or when reviewing a conclusion written earlier (including your own). Distinct from running the app to verify behavior or reviewing a diff — this audits claims.
Skill1.8k starsChanged 8 days ago
--- name: verify-claims description: Audit a report, plan, or handoff by re-deriving every load-bearing claim from primary sources. Use before trusting subagent/lane reports, before building decisions on unverified claims, or when reviewing a conclusion written earlier (including your own). Distinct from running the app to verify behavior or reviewing a diff — this audits claims. --- # Verify Claims Take a report — a subagent's, a lane's, a plan's, or your own from earlier — and re-derive its load-bearing claims instead of trusting how they sound. Full doctrine: `docs/agent-craft.md` §4. ## Procedure 1. **Extract the load-bearing claims** — those whose falseness would change the decision being made. Ignore decoration; auditing everything dilutes the audit. 2. **Re-derive each from a primary source.** Source hierarchy: running code > tests > docs > comments > memory. Each step down the ladder is a step toward hearsay. 3. **Use a different path than the claim arrived by.** Claim from reading code → check with a runtime observation. Claim from a test → read the code the test exercises. Two derivations sharing a path share that path's blind spot. 4. **Verify decision-material measurements against primary evidence.** Recompute derived counts from raw records. For test, coverage, and timing claims, inspect the actual command/workload, terminal output, and relevant source/environment basis; a summary or inherited counter is insufficient. Match a named commit/artifact exactly; for dirty work, inspect the relevant current paths and account for concurrent changes. Apply root **Validation** to reuse versus re-execution: rerun when evidence is missing, stale, contradictory, cannot establish the claimed result, or independent risk-selected verification requires it. A new handoff alone does not require repeating every successful suite. Decorative counts should be removed. 5. **Treat plausibility as zero evidence.** Narrative fit is what generated the claim, so "sounds right" is correlated with exactly the error being hunted. Check the best-fitting claims first, not last. 6. **Downgrade what you cannot verify.** If re-derivation is too expensive, do not skip and do not trust: relabel the claim as an assumption and carry it labeled. For claims of backward, forward, mixed-version, upgrade, or rollback compatibility, use `.agents/skills/happier-compatibility`. Re-derive the claim against the exact released tag/artifact or applicable predecessor worktree basis, the real old/new component roles, and every claimed direction. A current-code fixture or mock that merely agrees with the current implementation is not independent compatibility evidence. ## Output Each audited claim in one of three bins, with the evidence: - **Confirmed** — how it was re-derived, via which independent path. - **Refuted** — the contradicting observation. Lead the report with these; a refuted claim is the headline. - **Assumption** — why it is unverifiable right now, and what would verify it. ## Failure this prevents Confident propagation of a wrong premise: reasoning chains valid at every link and false in total because link one was hearsay.
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