Official agent skill

Audit Integrity

by github in github/awesome-copilot

Enforce output quality, evidence verification, and quality gates across security audits.

OfficialMITAuto-check passedSecurity

Install Audit Integrity

skills CLI
$ npx skills add github/awesome-copilot --skill audit-integrity -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install github/awesome-copilot audit-integrity --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/audit-integrity .claude/skills/audit-integrity && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
audit-integrity
GitHub stars
40k
Token cost
~1k tokens
SKILL.md length
278 words
Files
8 (incl. references)
Skills in repo
417
Repo updated
First seen
Licence
MIT

At a glance

Enforce output quality, evidence verification, and quality gates across security audits.

  • Works in 6 steps: Before analysis: If scope or policy is… → During analysis: Follow… → On tool or search failure: Follow… → …
  • You perform SAST
  • SKILL.md covers When to Use, Components and Execution Flow
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Audit Integrity is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Enforce output quality, evidence verification, and quality gates across security audits. Use this skill when you perform SAST, SCA, threat modeling, or security code reviews. Use this skill to verify code locations and taint traces for all findings. Use this skill to prevent the suppression of valid security findings. Use this skill to evaluate reports against quality thresholds (score ≥ 8/10) before delivery.

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `references/anti-rationalization-guard.md`, `references/clarification-protocol.md` and `references/non-negotiable-behaviors.md`).

It sits in Security, covering Code review, Quality gates and Security review. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.

When your agent uses it

  • You perform SAST
  • Threat modeling
  • Security code reviews
  • Verify code locations and taint traces for all findings

Example prompts

  • “/audit-integrity”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Before analysis: If scope or policy is not clear, read references/clarification-protocol.md. Ask a maximum of 2 targeted questions.
  2. During analysis: Follow references/non-negotiable-behaviors.md. At each triage decision, consult references/anti-rationalization-guard.md.
  3. On tool or search failure: Follow references/retry-protocol.md. Do not assume code is secure without verification.
  4. After initial analysis: Complete a second pass with the checklist in references/self-critique-loop.md. Verify taint traces and manifest…
  5. Before delivery: Score the draft report using references/self-reflection-quality-gate.md. All categories must score ≥ 8.
  6. Final delivery: Record lessons and memories using references/self-learning-system.md.

What it can do on your machine

Read from SKILL.md and the folder at commit 727ff2e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Audit Integrity loads about 1k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 278 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~107
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 278 words, ~1,005 tokens.

Download SKILL.mdSave it as .claude/skills/audit-integrity/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
audit-integrity
description
Enforce output quality, evidence verification, and quality gates across security audits. Use this skill when you perform SAST, SCA, threat modeling, or security code reviews. Use this skill to verify code locations and taint traces for all findings. Use this skill to prevent the suppression of valid security findings. Use this skill to evaluate reports against quality thresholds (score ≥ 8/10) before delivery.
license
MIT
metadata.version
1.1

Audit Integrity Skill

Enforce output quality, intellectual honesty, and continuous improvement across security audits and code reviews.

When to Use

  • Perform security analyses, threat models, code reviews, or quality audits.
  • Validate that every finding has verified code evidence and taint flow.
  • Prevent the suppression or rationalization of security findings.
  • Evaluate draft reports against the quality gate threshold (score ≥ 8/10).
  • Record lessons learned and security memories after you complete a scan.

Components

This skill provides 7 modular capabilities in the references/ directory. Load each file when you reach its execution phase:

ComponentReference FilePurpose
Clarification Protocolreferences/clarification-protocol.mdAsk a maximum of 2 targeted questions when scope is not clear
Anti-Rationalization Guardreferences/anti-rationalization-guard.mdProhibited rationalizations and mandatory responses for findings
Self-Critique Loopreferences/self-critique-loop.mdMandatory second pass to verify evidence and coverage
Retry Protocolreferences/retry-protocol.mdTool failure and empty search handling: retry once, then document
Non-Negotiable Behaviorsreferences/non-negotiable-behaviors.mdMandatory rules: do not fabricate, cite evidence, report gaps
Self-Reflection Quality Gatereferences/self-reflection-quality-gate.mdScoring rubric (1–10 scale) with a minimum threshold of 8
Self-Learning Systemreferences/self-learning-system.mdTemplates and rules for lessons and security memories

Execution Flow

Load reference files as you reach each phase:

  1. Before analysis: If scope or policy is not clear, read references/clarification-protocol.md. Ask a maximum of 2 targeted questions.
  2. During analysis: Follow references/non-negotiable-behaviors.md. At each triage decision, consult references/anti-rationalization-guard.md.
  3. On tool or search failure: Follow references/retry-protocol.md. Do not assume code is secure without verification.
  4. After initial analysis: Complete a second pass with the checklist in references/self-critique-loop.md. Verify taint traces and manifest coverage.
  5. Before delivery: Score the draft report using references/self-reflection-quality-gate.md. All categories must score ≥ 8.
  6. Final delivery: Record lessons and memories using references/self-learning-system.md.

© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files (references) in skills/audit-integrity of github/awesome-copilot.

  • SKILL.md
  • references/anti-rationalization-guard.md
  • references/clarification-protocol.md
  • references/non-negotiable-behaviors.md
  • references/retry-protocol.md
  • references/self-critique-loop.md
  • references/self-learning-system.md
  • references/self-reflection-quality-gate.md

Open the folder on GitHubat commit 727ff2e

Compare with similar skills

Audit Integrity next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Audit Integrity compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Audit Integrity this skillgithub/awesome-copilot40k—~1kAutomated safety check: PassMIT
Security Auditseb1n/awesome-ai-agent-skills206—~2.4kAutomated safety check: NotesMIT
Security AuditorFerroxLabs/wayland608—~5.1kAutomated safety check: PassApache-2.0
Trailmark Graph Evolutiontrailofbits/skills7.4k—~3.4kAutomated safety check: PassCC-BY-SA-4.0
CSO Security Auditgarrytan/gstack136k—~4.5kAutomated safety check: PassMIT
Trailmark Code Graphstrailofbits/skills7.4k—~4.3kAutomated safety check: PassCC-BY-SA-4.0

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Categories

Questions about Audit Integrity

What does Audit Integrity do?

Enforce output quality, evidence verification, and quality gates across security audits. Audit Integrity is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Enforce output quality, evidence verification, and quality gates across security audits.

When should I use Audit Integrity?

Audit Integrity fits situations like: you perform SAST; threat modeling; security code reviews; verify code locations and taint traces for all findings.

How do I install Audit Integrity in Claude Code?

Run `npx skills add github/awesome-copilot --skill audit-integrity -a claude-code`. Or copy the skill folder (skills/audit-integrity in github/awesome-copilot) into .claude/skills/audit-integrity in your project. Claude Code loads it when a task matches its description.

How do I install Audit Integrity in Codex?

Run `npx skills add github/awesome-copilot --skill audit-integrity -a codex`. Or copy the skill folder (skills/audit-integrity in github/awesome-copilot) into .agents/skills/audit-integrity in your project. Codex loads it when a task matches its description.

Can I use Audit Integrity in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill audit-integrity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-integrity, .gemini/skills/audit-integrity, .github/skills/audit-integrity and .opencode/skills/audit-integrity in your project.

What does Audit Integrity need to run?

SKILL.md names no scripts, command-line tools or credentials: Audit Integrity is instructions for the agent only.

Does Audit Integrity access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Audit Integrity safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Audit Integrity use?

Audit Integrity is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Audit Integrity use?

About 1k tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.

What are the alternatives to Audit Integrity?

Skills that share tags, products or a category with Audit Integrity: Security Audit (seb1n/awesome-ai-agent-skills, 206 stars), Security Auditor (FerroxLabs/wayland, 608 stars), Trailmark Graph Evolution (trailofbits/skills, 7.4k stars) and CSO Security Audit (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Audit Integrity?

github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.

Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.