audit-review

audit-review is a skill for Claude Code from kucherenko/gangsta. It costs 30 tokens per session (768 once invoked), scanned A, original, MIT.

A code-review process that sends completed changes to an independent inspector. The inspector checks the actual difference between code versions against the requirements and gives a production-readiness verdict.

In plain words
What is it for?
Use it after tasks, major features, or before merging a branch into the main codebase.
Why use it?
It provides a separate review that can catch defects or missed requirements before changes are merged.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

Part of the gangsta plugin — 19 skills, 6 agents, 1 hook shipped together

Good fit Use it after tasks, major features, or before merging a branch into the main codebase.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kucherenko/gangsta/audit-review
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add kucherenko/gangsta --skill audit-review
Clone the repo
git clone --depth 1 https://github.com/kucherenko/gangsta

Made for: Claude Code.

Or install gangsta, the plugin that ships this one along with the rest of its 19 skills, 6 agents, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for audit-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/kucherenko/gangsta/audit-review/github.svg)](https://agentmods.dev/skills/kucherenko/gangsta/audit-review)
Your own site
<a href="https://agentmods.dev/skills/kucherenko/gangsta/audit-review"><img src="https://agentmods.dev/badge/skills/kucherenko/gangsta/audit-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for audit-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/kucherenko/gangsta/audit-review"><img src="https://agentmods.dev/badge/skills/kucherenko/gangsta/audit-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 768 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.00768
Opus 5 $0.00015 $0.00384
Sonnet 5 $0.00006 $0.00154
Haiku 4.5 $0.00003 $0.00077

Measured 12d ago against content hash df87d7a90959, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

audit-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/audit-review/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

The Audit: Requesting Code Review

Overview

Dispatch the-inspector to catch issues before they compound. The inspector gets precisely crafted context for evaluation — never the session's history. This keeps the inspector focused on the work product, not the thought process, and preserves your context for continued work.

Core principle: Audit early, audit often.

When to Request

Mandatory:

  • After each task in parallel execution (The Hit)
  • After completing a major feature
  • Before merge to main

Optional but valuable:

  • When stuck (fresh perspective)
  • Before refactoring (baseline check)
  • After fixing complex bug

How to Request

1. Get Git SHAs

BASE_SHA=$(git rev-parse HEAD~1)  # or origin/main
HEAD_SHA=$(git rev-parse HEAD)

2. Dispatch the-inspector

Use the Task tool to dispatch the the-inspector agent with subagent_type: "the-inspector". Do NOT use "general" or "general-purpose" — these are not valid in a Gangsta Agents installation.

Fill the template at the-inspector-prompt.md in this skill directory with the following placeholders:

  • {WHAT_WAS_IMPLEMENTED} — What you just built
  • {PLAN_OR_REQUIREMENTS} — What it should do (Contract clause, spec section)
  • {BASE_SHA} — Starting commit
  • {HEAD_SHA} — Ending commit
  • {DESCRIPTION} — Brief summary of the changes

3. Act on Findings

Severity Action
Critical Fix immediately. Do not proceed until resolved.
Important Fix before proceeding to the next task.
Minor Note for later. Don't block progress.
Wrong Push back with technical reasoning.

Example

[Just completed implementing auth middleware]

1. Get SHAs:
   BASE_SHA=$(git log --oneline | grep "previous task" | head -1 | awk '{print $1}')
   HEAD_SHA=$(git rev-parse HEAD)

2. Dispatch the-inspector:
   WHAT_WAS_IMPLEMENTED: JWT auth middleware with role-based access
   PLAN_OR_REQUIREMENTS: Contract section 3.2 — Authentication
   BASE_SHA: a7981ec
   HEAD_SHA: 3df7661
   DESCRIPTION: Added auth middleware, role guards, token validation

3. Inspector returns:
   Strengths: Clean separation, real tests
   Issues:
     Important: Missing token expiry check
     Minor: Magic number for token TTL
   Assessment: Ready with fixes

4. Fix important issue, proceed to next task.

Read the full file on GitHub · 104 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 104 lines · 30 tokens per session scan A df87d7a90959

Subscribe to this mod's changes

audit-review is a skill published in the GitHub repository kucherenko/gangsta (81 stars, last pushed 29d ago), licensed MIT. It adds 30 tokens to every session and 768 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.