Agent Skillshappier-dev/happier › verify-claims

verify-claims

GitHub

用于审计报告或计划中的关键声明,通过从原始来源重新推导来验证其真实性。适用于信任子代理报告前、构建决策前或审查早期结论时,防止基于错误前提的推理。

skills/verify-claims/SKILL.md happier-dev/happier

Trigger Scenarios

审计报告或计划 审查结论 验证子代理报告

Install

npx skills add happier-dev/happier --skill verify-claims -g -y
More Options

Use without installing

npx skills use happier-dev/happier@verify-claims

指定 Agent (Claude Code)

npx skills add happier-dev/happier --skill verify-claims -a claude-code -g -y

安装 repo 全部 skill

npx skills add happier-dev/happier --all -g -y

预览 repo 内 skill

npx skills add happier-dev/happier --list

SKILL.md

Frontmatter
{
    "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. Re-measure every decision-material number. Re-run test results, coverage, timings, counts, or measurements only when that numeric claim changes the decision. Use the exact immutable commit/artifact when the claim names one; for current dirty work, measure the relevant current paths and acknowledge concurrency. Decorative counts are not evidence and should be removed from the conclusion.
  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 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.

Version History

  • 98c86f2 Current 2026-08-20 01:01

Same Skill Collection

openclaw/happier-session-control/skills/happier-session-control/SKILL.md
skills/attack-conclusion/SKILL.md
skills/decompose-gates/SKILL.md
skills/handoff-report/SKILL.md
skills/happier-compatibility/SKILL.md
skills/happier-diagnose/SKILL.md
skills/happier-docs/SKILL.md
skills/happier-github-ops/SKILL.md
skills/happier-implement-plan/SKILL.md
skills/happier-implement/SKILL.md
skills/happier-issue-diagnose/SKILL.md
skills/happier-issue-triage/SKILL.md
skills/happier-plan/SKILL.md
skills/happier-release-notes/SKILL.md
skills/happier-release-promote/SKILL.md
skills/happier-release-validation-review/SKILL.md
skills/happier-release-validation/SKILL.md
skills/happier-release/SKILL.md
skills/happier-session-control/SKILL.md
skills/happier-testing/SKILL.md
skills/happier-commit-worktree/SKILL.md
skills/happier-profile-and-optimize/SKILL.md
skills/happier-review/SKILL.md

Metadata

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Version
98c86f2
Hash
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Indexed
2026-08-20 01:01

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