audit

audit is a skill for Claude Code from naimkatiman/continuous-improvement. It costs 66 tokens per session (1,136 once invoked), scanned A, original, MIT.

A code-audit workflow that checks recent changes for real defects, confirms each finding, fixes it, and verifies the affected parts.

In plain words
What is it for?
Use it to review recent commits, refactors, merges, and changes involving payments, login, data updates, or multiple application areas.
Why use it?
Passing tests or merged commits do not prove that every change works correctly across the system. This process helps catch missed interactions and false alarms before release.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the continuous-improvement plugin — 27 skills, 6 hooks shipped together

Good fit Use it to review recent commits, refactors, merges, and changes involving payments, login, data updates, or multiple application areas.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/naimkatiman/continuous-improvement/audit
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 naimkatiman/continuous-improvement --skill audit
Clone the repo
git clone --depth 1 https://github.com/naimkatiman/continuous-improvement

Made for: Claude Code.

Or install continuous-improvement, the plugin that ships this one along with the rest of its 27 skills, 6 hooks.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/audit/github.svg)](https://agentmods.dev/skills/naimkatiman/continuous-improvement/audit)
Your own site
<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/audit"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/audit/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

Your own site · 80×15
<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/audit"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,136 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 $0.00066 $0.01136
Opus 5.5 $0.00026 $0.00454
Sonnet 5.5 $0.00013 $0.00227
Haiku 4.5 $0.00007 $0.00114

Measured 2mo ago against content hash 3fb2ba57aece, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

audit 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 2mo 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.

plugins/continuous-improvement/skills/audit/SKILL.md · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Audit — Confirm Recent Commits Before You Trust Them

Law 4 says verify before reporting. A merged commit with green CI is a claim, not a proof. This skill runs the audit-driven loop: take a window of recent commits, hunt for real defects, prove each one before touching code, fix on a branch, and verify every surface the fix touches before declaring the audit clean.

When to Activate

  • After a batch of commits lands ("audit today's commits"), especially on money-handling, auth, or state-mutating code.
  • When a feature shipped across several surfaces (backend, frontend, admin, migration) and you suspect one was missed.
  • After a large refactor or a conflicted merge — exactly when individually-correct functions can still cancel each other out.
  • Before a release cut, as the last gate over "everything claimed done."

The Loop

1. Scope    — pick the commit window (e.g. main since last release, or HEAD~N..HEAD)
2. Find     — hunt for real defects, one concern per pass
3. Confirm  — prove each finding against the actual code; false positives die here
4. Fix      — one branch, one concern per commit, smallest diff that closes the defect
5. Verify   — exercise EVERY surface the fix touches, not just the one you edited
6. Report   — confirmed defects, dismissed false positives, and no-op items, with evidence

Find: One Concern Per Pass

Run the find pass once per dimension rather than one undifferentiated sweep. The dimensions that have actually caught defects in this codebase's domain:

  • Value/economy drift — a constant duplicated across surfaces (a prize array hardcoded in the frontend while the backend reads an endpoint; a cap defined twice). Grep both sides; compare.
  • Concurrency — a read-modify-write with no guard, a settlement that is not idempotent, a row that can get stuck between two states.
  • Surface coverage — a change that updated the backend but not the admin filter or the client cache that mirrors it.
  • Type/contract — a payload shape that one side narrowed and the other did not.

Read the full file on GitHub · 74 lines

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. 2mo ago First seen · 74 lines · 66 tokens per session scan A 3fb2ba57aece

Subscribe to this mod's changes

audit is a skill published in the GitHub repository naimkatiman/continuous-improvement (9 stars, last pushed 1mo ago), licensed MIT. It adds 66 tokens to every session and 1,136 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-31.