evidence-audit
Skill4 starsChanged 22 days agoMITView on GitHub
Audit reports, handoffs, or replies and classify delivery claims by evidence strength.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- youyu-code/research-pipeline-skillstheir own version, first seen Nov 8, 2026
- luciferprosun/AIOA-spArkHATtheir own version, first seen Oct 25, 2026
- Jason-hub-star/model-orchestratortheir own version, first seen Oct 20, 2026
- nino-chavez/agentic-ways-of-workingtheir own version, first seen Oct 13, 2026
- ersinkoc/evidence-audittheir own version, first seen Oct 4, 2026
- crfldrxyz/AuthorOps-Skillstheir own version, first seen Sep 1, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- ersinkoc/evidence-audit★ 4same name
- luciferprosun/AIOA-spArkHAT★ 2same name
- nino-chavez/agentic-ways-of-working★ 2same name
- youyu-code/research-pipeline-skills★ 1same name
- crfldrxyz/AuthorOps-Skills★ 0same name
- Jason-hub-star/model-orchestrator★ 0same 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 repository45 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- a11y-auditorSkill
- api-contract-reviewSkill
- backend-releaseSkill
- bug-diagnosisSkill
- client-copy-reviewSkill
- codebase-designSkill
- code-reviewSkill
- create-issueSkill
- create-prSkill
- create-taskSkill
- dependency-upgradeSkill
- deploy-evidenceSkill
- design-expertSkill
- design-system-docsSkill
- design-system-setupSkill
- domain-modelingSkill
- e2e-verifySkill
- feature-discoverySkill
- frontend-releaseSkill
- generate-readmeSkill
- handoffSkill
- implement-taskSkill
- incident-responseSkill
- init-projectSkill
- live-docsSkill
- mcp-debuggingSkill
- memory-curatorSkill
- plan-expertSkill
- planning-featuresSkill
- project-memory-initSkill
- project-memory-refreshSkill
- project-profileSkill
- project-releaseSkill
- proof-runnerSkill
- release-checklistSkill
- researchSkill
- security-hardeningSkill
- security-reviewSkill
- tddSkill
- wiki-forgeSkill
- wiki-initSkill
- wiki-querySkill
- wiki-syncSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 5 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 25
If no text or file is provided, ask for the report to audit.
- Distinctive: line 39
Always inspect claims containing words or equivalents like:
- Distinctive: line 47
Treat these as risky until the report names concrete evidence.
- Distinctive: line 51
Prefer direct evidence over inferred evidence:
- Very specific: line 63
Keep this skill project-agnostic.
- Distinctive: line 105
Do not approve a report that says “done”, “deployed”, “released”, “published”, or “works in production” unless the report contains …
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Evidence Audit
Audit a response, handoff, PR note, release report, or teammate update for evidence-backed delivery claims.
Goal
Make ShipFrame reports trustworthy by separating what was actually proven from what was inferred, partially checked, or not checked.
Inputs
Accept either:
- pasted text from the user;
- a file path to a report, handoff, PR description, changelog, or release notes;
- the current draft response/report in the conversation.
If no text or file is provided, ask for the report to audit.
Claim classes
For each meaningful claim, assign exactly one class:
| Class | Meaning |
Verified | Direct evidence proves the claim for the stated scope/environment. |
Partially verified | Evidence supports part of the claim, but scope, environment, version, user path, provider, or timing is incomplete. |
Unverified | No direct evidence is provided, or the evidence only shows intent/configuration rather than outcome. |
Risky claim triggers
Always inspect claims containing words or equivalents like:
- shipped, released, deployed, published, live, in production;
- merged, approved, closed, resolved;
- tested, verified, smoke-tested, validated, passing;
- works, fixed, complete, done;
- available, installed, submitted, accepted, official.
Treat these as risky until the report names concrete evidence.
Evidence rules
Prefer direct evidence over inferred evidence:
- Exact production/staging URL response, timestamp, and route checked.
- Version endpoint, visible version, tag, release object, package version, or deployed commit SHA.
- CI/build/test job result tied to the exact branch or commit.
- Local command output with command, environment, and pass/fail result.
- Screenshots/log snippets as supporting evidence.
Configuration, code presence, an opened PR, or an intended deploy pipeline is not enough to say a behavior is live.
Generic core boundary
Keep this skill project-agnostic. Do not hardcode client/project-specific gates, tenants, paid providers, private URLs, or product rules here. Load those from project-profile, .shipframe/profile.md, or repo documentation when available.
Audit procedure
- Identify every delivery, verification, release, or availability claim.
- Extract the evidence quoted or referenced for each claim.
- Compare the claim scope to the evidence scope:
- local vs CI vs staging vs production;
- public route vs authenticated/private behavior;
- simulated provider vs paid/live provider;
- branch/PR vs merged main vs deployed commit;
- tag created vs release object published;
- config present vs runtime behavior observed.
- Mark overclaims where wording is stronger than evidence.
- Rewrite risky wording into an evidence-honest version.
- List missing checks needed to upgrade
Partially verifiedorUnverifiedclaims.
Output format
## Evidence Audit
### Verdict
<Trustworthy | Needs wording changes | Not enough evidence>
### Claim table
| Claim | Classification | Evidence found | Gap / risk | Safer wording |
|---|---|---|---|---|
| <claim> | <Verified/Partially verified/Unverified> | <evidence> | <gap> | <rewrite> |
### High-risk overclaims
- <claim and why it is risky, or "None">
### Missing evidence to collect
- <specific command, URL smoke, CI/deploy proof, or "None">
### Recommended final wording
<short evidence-honest summary the user can paste>Completion rule
Do not approve a report that says “done”, “deployed”, “released”, “published”, or “works in production” unless the report contains exact-environment evidence for that claim.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

