Agent Skillshappier-dev/happier › verify-claims

verify-claims

GitHub

通过从原始来源重新推导关键声明来审计报告或计划,避免依赖不可靠信息,确保决策基于独立验证的证据。

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

Trigger Scenarios

需要审计报告、计划或交接文档中的关键声明 在信任子代理或团队报告前进行验证 审查之前写下的结论

Install

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

Non-standard path

npx skills add https://github.com/happier-dev/happier/tree/dev/.agents/skills/verify-claims -g -y

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 .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.

Version History

  • bd19666 Current 2026-09-09 08:07

Same Skill Collection

.agents/skills/attack-conclusion/SKILL.md
.agents/skills/decompose-gates/SKILL.md
.agents/skills/handoff-report/SKILL.md
.agents/skills/happier-ci-stabilize/SKILL.md
.agents/skills/happier-compatibility/SKILL.md
.agents/skills/happier-diagnose/SKILL.md
.agents/skills/happier-docs/SKILL.md
.agents/skills/happier-github-ops/SKILL.md
.agents/skills/happier-implement-plan/SKILL.md
.agents/skills/happier-implement/SKILL.md
.agents/skills/happier-instruction-eval/SKILL.md
.agents/skills/happier-issue-diagnose/SKILL.md
.agents/skills/happier-issue-triage/SKILL.md
.agents/skills/happier-plan/SKILL.md
.agents/skills/happier-port-0-2-to-0-3/SKILL.md
.agents/skills/happier-pr-steward/SKILL.md
.agents/skills/happier-release-notes/SKILL.md
.agents/skills/happier-release-promote/SKILL.md
.agents/skills/happier-release-validation-review/SKILL.md
.agents/skills/happier-release-validation/SKILL.md
.agents/skills/happier-release/SKILL.md
.agents/skills/happier-session-control/SKILL.md
.agents/skills/happier-testing/SKILL.md
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-ci-stabilize/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-instruction-eval/SKILL.md
skills/happier-issue-diagnose/SKILL.md
skills/happier-issue-triage/SKILL.md
skills/happier-plan/SKILL.md
skills/happier-port-0-2-to-0-3/SKILL.md
skills/happier-pr-steward/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/verify-claims/SKILL.md
.agents/skills/happier-commit-worktree/SKILL.md

Metadata

Files
0
Version
bd19666
Hash
baeb3711
Indexed
2026-09-09 08:07

Home - Wiki
Copyright © 2011-2026 iteam. Current version is 2.155.2. UTC+08:00, 2026-09-11 04:03
浙ICP备14020137号-1 $Map of visitor$