review-ai SKILL.md skillA
review-ai from pitimon/8-habit-ai-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pitimon/8-habit-ai-dev/review-ai@git:20261004.ce92b6fPins git:20261004.ce92b6f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pitimon/8-habit-ai-dev
- Path
skills/review-ai/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261004.ce92b6f, committed Oct 4, 2026
- First version recorded
- Jun 15, 2026
- Size
- 13,933 bytes
- Repository stars
- 3
- License
- MIT
Audit AI-generated code for security, quality, and completeness. Use AFTER implementation, BEFORE commit. Step 5 of 7-step workflow. Maps to H4 (Think Win-Win).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Step 5: Review (อย่าไว้ใจทาง อย่าวางใจ AI) **Habit**: H4 — Think Win-Win | **Anti-pattern**: Shipping AI-generated code without reading it ## Process 1. **Get the diff**: `git diff --name-only HEAD` to see what changed. 2. **Read the tests first** — before judging the implementation, open the new or changed test files. Tests declare the _intended_ behavior; reading them first gives you the specification to review the code against. If new logic has no corresponding test, record that as a Completeness finding in step 6. 3. **Security check** (CRITICAL — block if found): - Hardcoded secrets (API keys, passwords, tokens) - SQL injection (string interpolation in queries) - Missing input validation on new endpoints - XSS vulnerabilities (unsanitized HTML output) 4. **Quality check** (HIGH): - Functions >50 lines → break down - Files >800 lines → extract - Nesting >4 levels → simplify - Missing error handling on external calls - `console.log` or `print()` in production code 5. **Performance check** (HIGH): - N+1 queries, unbounded loops, or sync blocking in hot paths - Missing pagination on list endpoints - Unindexed queries on large tables …
Read the whole file at its exact version.
How to install
mdr add pitimon/8-habit-ai-dev/review-ai@sha256:cb3a68617aa0c86eThe line at the top of this page pins the label git:20261004.ce92b6f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_o3jei2ijtguj3j2w)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jun 15, 2026 and Oct 4, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261004.ce92b6f latest | 2026-10-04 | ce92b6f | 13,933 B | A | view · diff |
| git:20261003.ff2f1fa | 2026-10-03 | ff2f1fa | 13,853 B | A | view · diff |
| git:20260914.5d5e0e3 | 2026-09-14 | 5d5e0e3 | 13,184 B | A | view · diff |
| git:20260912.910e521 | 2026-09-12 | 910e521 | 13,102 B | A | view · diff |
| git:20260912.258a0e9 | 2026-09-12 | 258a0e9 | 12,938 B | A | view · diff |
| git:20260712.42d03b4 | 2026-07-12 | 42d03b4 | 12,800 B | A | view · diff |
| git:20260712.823b1c7 | 2026-07-12 | 823b1c7 | 12,578 B | A | view · diff |
| git:20260615.37b2504 | 2026-06-15 | 37b2504 | 12,178 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13933 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pitimon/8-habit-ai-dev · 3 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o3jei2ijtguj3j2w GET https://markdownregistry.com/api/v1/resolve?ref=pitimon/8-habit-ai-dev/review-ai GET https://markdownregistry.com/api/v1/blob/cb3a68617aa0c86e2f32a052172a641e852a6976c970b93ed71f1e62508aafe9
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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