audit
Skill4 starsChanged 2 days agoMITView on GitHub
Audit academic and professional documents against applicable guides, genre, evidence, methodology, citations, language, and formatting. Uses universal checks, genre modules, applicability statuses, traceability, and prioritized findings.
193 other projects use a version of this.
Adopted by
Most recently taken up by
- authrain-cloud-abdullahformuli/unsloptheir own version, first seen Nov 15, 2026
- oberemokis/skillstheir own version, first seen Nov 15, 2026
- Come-In-Labs/agent-skillstheir own version, first seen Nov 15, 2026
- BilLogic/uno-blueprinttheir own version, first seen Nov 15, 2026
- 5uck1ess/devkittheir own version, first seen Nov 15, 2026
- NickolasBenakis/agent-playbooktheir own version, first seen Nov 15, 2026
Used with
Projects with it also use delight, teach-impeccable and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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- +7 more from HK-hub
Other versions193 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 193
- ccch1mneyyy/dsh-Go★ 24ksame name
- openai/plugins★ 7.8ksame name
- ccch1mneyyy/dsh-TUI★ 7.8ksame name
- macro-inc/macro★ 6.3ksame name
- yournextstore/yournextstore★ 5.5ksame name
- gadievron/raptor★ 4ksame name
- alchemy-run/alchemy★ 1.9ksame name
- alchemy-run/alchemy-effect★ 1.9ksame name
- mattmireles/gemma-tuner-multimodal★ 1.5ksame name
- jsmastery-pro/skills★ 1.4ksame name
183 more not listed
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 repository4 other files it gives its agents.
- academic-writingSkill
- draftSkill
- editSkill
- outlineSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 4 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 175 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 19
Every criterion receives Pass, Needs work, Not applicable, or Not verifiable.
- Distinctive: line 20
Not applicable is not a failure.
- Distinctive: line 22
Never claim inaccessible pages/files were inspected or claim formal approval/guaranteed grades.
- Very specific: line 30
Run applicable gates in references/gates.md.
- Very specific: line 31
Run references/layered-qc.md, applying genre-specific checks only when relevant.
- Very specific: line 32
Verify sources by type using references/reference-verification.md.
- Distinctive: line 67
Never invent sources, facts, respondents, page numbers, results, approvals, or guide rules.
“Common” is measured: kept by at least 6 in 10 of the 175 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
Audit
Audit the supplied document against requirements and evidence that actually apply. Do not use an unrelated campus template or generic five-chapter structure as a universal standard. Read ../shared/workflow-contract.md; reuse a completed profile or use ../shared/institution-profile.md as a template.
Principles
- Establish genre, purpose, scope, stage, and inspection limits before judging compliance.
- Current official program/faculty/university/journal/client rules outrank general convention. Record provenance and conflicts.
- Separate universal checks from genre-specific requirements.
- Every criterion receives Pass, Needs work, Not applicable, or Not verifiable.
- Not applicable is not a failure; Not verifiable is not proof of non-compliance.
- Audit partial drafts only within their available scope. Run final-package checks only for final-readiness requests.
- Never claim inaccessible pages/files were inspected or claim formal approval/guaranteed grades.
Workflow
- Establish genre, purpose, program/level if relevant, stage, target reader, files available, and audit depth.
- Resolve rules from guide/rubric/journal instructions. Record issuer, version, page/section, and conflicting requirements. Presets are fallbacks only.
- Inventory only artifacts actually accessible and inspected.
- Load exactly one matching module:
references/genre-research.md,references/genre-article.md, orreferences/genre-internship-report.md. For other reports, use universal checks and explain the chosen scope. - Run applicable gates in
references/gates.md. A failed prerequisite blocks only dependent checks. - Run
references/layered-qc.md, applying genre-specific checks only when relevant. - Verify sources by type using
references/reference-verification.md. DOI resolution is required only when a DOI is assigned or claimed. - Produce findings using
references/finding-report.md.
Universal dimensions
- Identity, purpose, scope, target audience, and confidentiality.
- Genre-appropriate structure, section purpose, and reader logic.
- Evidence traceability; separation of fact, analysis, assumption, and proposal.
- Consistency of numbers, names, dates, terms, findings, tables, diagrams, and appendices.
- Method/process/technical validity only where the artifact makes such claims.
- Citation, language, terminology, and formatting under applicable rules.
- Properties that cannot be established from files are Not verifiable.
Severity
- Critical: fabricated/forged evidence, serious ethics/confidentiality breach, invalid core evidence, or fundamental contradiction.
- Major: required component missing, method unfit, central claim unsupported, or traceability broken.
- Moderate: materially consequential citation, formatting, numbering, terminology, diagram, or clarity defect.
- Minor: local language or presentation improvement.
Severity describes impact, not certainty. Mark suspected issues and request verification.
Required output
- Overall status: Ready for next review stage / Needs revision / Cannot assess completely.
- Scope inspected: files, pages/sections, genre, stage, guide version, exclusions.
- Applicability summary: counts for all four statuses.
- Findings table: ID, severity, status, location, finding, impact, rule/evidence basis, corrective action, evidence needed.
- Traceability assessment where applicable.
- Missing information and unverifiable items.
- Prioritized revision plan.
- Disclaimer: assistant review, not formal institutional/editorial approval.
Integrity
Never invent sources, facts, respondents, page numbers, results, approvals, or guide rules. Never forge signatures/stamps or silently rewrite a document during audit. Similarity or machine-pattern signals are not proof of misconduct.
References
- Stage gates
- Layered quality control
- Reference verification
- Finding report
- Research module
- Article module
- Internship report module
Does it work?
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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.

