What is ai-generated-code-auditor?

An audit of AI-generated or quickly written code that checks whether code that merely works is safe and robust enough for production. It produces a seven-area report with severity levels, a release-readiness score, and minimum repair suggestions.

Use it before releasing AI-assisted code to review its reliability and identify the smallest fixes needed for production.

It helps find hidden weaknesses in code produced quickly by AI or rapid prototyping. It is not for cosmetic style corrections, rewriting the whole architecture, or advice without code to inspect.

ai-generated-code-auditor — Skill for Claude Code by findscripter

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 findscripter/everything-skills --skill ai-generated-code-auditor

Clone the repo

git clone --depth 1 https://github.com/findscripter/everything-skills

Made for: Claude Code.

Or install 02-engineering, the plugin that ships this one along with the rest of its 125 skills.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/findscripter/everything-skills/ai-generated-code-auditor/github.svg)](https://agentmods.dev/skills/findscripter/everything-skills/ai-generated-code-auditor)

Your own site

<a href="https://agentmods.dev/skills/findscripter/everything-skills/ai-generated-code-auditor"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/ai-generated-code-auditor/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/findscripter/everything-skills/ai-generated-code-auditor"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/ai-generated-code-auditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 122 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,023 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 2 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00122	$0.03023
Opus 5.5	$0.00049	$0.01209
Sonnet 5.5	$0.00024	$0.00605
Haiku 4.5	$0.00012	$0.00302

Measured today against content hash c225ad5c3abd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-generated-code-auditor scanned grade A with 2 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 today.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| `requests.get` 无 timeout | 生产风险 | 查 HTTP 调用 |

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

| `eval()` `exec()` `os.system()` | 安全严重 | 搜字符串 |

02-engineering/ai-generated-code-auditor/SKILL.md · 146 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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.

today First seen · 146 lines · 122 tokens per session scan A c225ad5c3abd

Subscribe to this mod's changes

ai-generated-code-auditor is a skill published in the GitHub repository findscripter/everything-skills (11 stars, last pushed today), with no licence file. It adds 122 tokens to every session and 3,023 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 2 findings (makes network calls, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-12.

Code review Security agent-skills ai ai-agents chinese 公众号

ai-generated-code-auditor next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ai-generated-code-auditorfindscripter/everything-skills	Skill	11	today	none	A	122	Claude Code
legacy-safe-editWade-DevCode/awesome-coding-skills-cn	Skill	7	5mo ago	MIT	A	29	Claude Code, Codex
security-reviewWade-DevCode/awesome-coding-skills-cn	Skill	7	5mo ago	MIT	A	28	Claude Code, Codex
code-review-selfWade-DevCode/awesome-coding-skills-cn	Skill	7	5mo ago	MIT	A	25	Claude Code, Codex
chinese-code-reviewjnMetaCode/superpowers-zh	Skill	8.5k	2d ago	MIT	A	62	Claude Code
receiving-code-reviewjnMetaCode/superpowers-zh	Skill	8.5k	2d ago	MIT	A	50	Claude Code
requesting-code-reviewjnMetaCode/superpowers-zh	Skill	8.5k	2d ago	MIT	A	24	Claude Code