verify-findings
Skill0 starsChanged 16 days agoMITView on GitHub
Engine behind /proofread (start from /proofread unless this engine is named). Use when a review, audit, or investigation has produced a finding (a bug, vulnerability, root cause, or claim) that someone is about to act on, and the finding came from one pass of reasoning with no independent check; when a single agent or reviewer is about to mark something "confirmed" based on its own analysis; when a report lists findings with no file:line evidence per finding; when a finding could be a false positive or a false negative; when a change ships with a spec, ticket, or PR description that makes checkable claims; or when a diff deletes or replaces meaningful code and nobody has confirmed the old behavior was re-implemented or dropped on purpose.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- porada/domfilestheir own version, first seen Nov 7, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- porada/domfiles★ 7same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- agent-orchestrationSkill
- ask-for-approvalSkill
- claim-verification-loopSkill
- code-councilSkill
- code-reviewSkill
- context-as-imagesSkill
- grillingSkill
- grow-test-coverageSkill
- investigateSkill
- loop-until-verifiedSkill
- plan-and-buildSkill
- prompt-cachingSkill
- proofreadSkill
- review-allSkill
- review-before-mergeSkill
- review-panelSkill
- to-questionnaireSkill
- track-review-findingsSkill
- trim-contextSkill
- unslopSkill
- whatnowSkill
- wizardSkill
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Use after a review, audit, or root-cause pass produces a finding that will change code, block a merge, or drive a decision: one pass with …
- Distinctive: line 23
Check each condition alone.
- Distinctive: line 24
Ask before the verdict: proof, or a pattern that looks wrong?
- Distinctive: line 27
The change's own description: Treat the spec or PR description as a claim to disprove, not evidence.
- Distinctive: line 29
Stop condition: every condition has a pass, fail, or UNVERIFIED verdict, and the verdict follows only from combining them.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Verify findings
Usually called through
/proofread. Follow~/.claude/skills/proofread/proof-rules.md(proof, verdict words, Sonnet workers, Opus adjudicators, report location). Where this skill and those rules differ, the stricter one wins.
Overview
A finding, or a claim in a spec, is not true because it sounds plausible. Split it into conditions that must all hold, prove or disprove each alone with evidence, and combine with a strict AND.
When to use
Use after a review, audit, or root-cause pass produces a finding that will change code, block a merge, or drive a decision: one pass with no separate check, a spec with checkable claims, or a diff removing meaningful code.
Skip the finding-generation pass itself, hunting or brainstorming: a search, not a check. Skip low-stakes, reversible claims; skip claims with nothing written; skip deletions when the diff only adds code.
The pattern
- State the claim: what is broken, where (file:line), and what would make it matter.
- List the conditions that must all hold, each checkable alone: trigger reachable, bad state possible, nothing blocking it, and it matters.
- Check each condition alone. Each condition goes to its own Sonnet worker, never the agent that produced the finding, under proofread's proof rules. Record evidence: a file:line or a command's output. Do not skip one because earlier ones passed.
- Ask before the verdict: proof, or a pattern that looks wrong? A dismissal needs proof equal to a confirmation's.
- Combine: CONFIRMED if every condition passed, REJECTED if any failed, UNVERIFIED if one could not be checked. Never round UNVERIFIED up to a pass.
- Also check the two claims people forget, even on a careful review:
- The change's own description. Treat the spec or PR description as a claim to disprove, not evidence. Read the code, not a comment that repeats it. Verdict: true or falsified, with the file:line that settles it.
- Every deleted or replaced code chunk (skip renames and whitespace-only edits). Treat it as lost behavior until proven otherwise: did it hold logic or a promise other code relied on, and was that re-established or retired on purpose? If neither, that is a finding: rate confidence, since intent is inferred.
- Stop condition: every condition has a pass, fail, or UNVERIFIED verdict, and the verdict follows only from combining them.
Quick reference
| Step | Question |
| Decompose | What must all be true? |
| Check | True alone, with evidence? |
| Self-check | Proof, or a pattern? |
| Combine | AND: one fail kills it, one gap is UNVERIFIED |
| Claims | Code match the spec? |
| Deletions | Re-implemented, or dropped on purpose? |
Common mistakes
- Treating checks as a vote, not a strict AND.
- Reusing the finding pass to also confirm it.
- Giving a dismissal less evidence than a confirmation.
- Accepting an echoing comment as proof of a claim.
- Flagging a rename or whitespace edit as a deletion finding.
Source
Repo: https://github.com/trailofbits/skills, commit 32e34f8173796e3566a51aee877dc96bc5191f64. License: CC-BY-SA-4.0 (share-alike). Own wording; this note is the attribution. Files read: plugins/fp-check/README.md, plugins/fp-check/agents/exploitability-verifier.md, plugins/fp-check/skills/fp-check/references/standard-verification.md, plugins/fp-check/skills/fp-check/references/gate-reviews.md. Adapted: fp-check's six-gate review and self-check, generalized into a decompose-and-AND-gate pattern.
Repo: https://github.com/bmad-code-org/BMAD-METHOD, commit 1b59caa7f96459fda6750c225a9330283e108fd6. License: LICENSE file is MIT text plus an added trademark notice; GitHub's detector reports NOASSERTION. Treated as unclear: own words only, nothing copied verbatim. Files read: skills/bmad-build-auto/references/claims-check.md, skills/bmad-build-auto/references/deletion-check.md. Adapted: the claim-as-testimony framing and deletion-regression check, generalized away from BMAD's "Edge Case Hunter" agent and its JSON schema.
Skill author's own addition, from neither source: the three-way CONFIRMED / REJECTED / UNVERIFIED verdict, and merging both patterns into one skill.
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