meta-reviewing-ai-reviewing SKILL.md skillA
meta-reviewing-ai-reviewing from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/meta-reviewing-ai-reviewing@git:20261016.63d2b02Pins git:20261016.63d2b02 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/meta-reviewing-ai-reviewing/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261016.63d2b02, committed Oct 16, 2026
- First version recorded
- Aug 9, 2026
- Size
- 17,302 bytes
- Repository stars
- 26
- License
- MIT
AI integration review patterns. Use when reviewing model API calls, prompt construction, LLM output handling, RAG pipelines, and tool-calling code. Covers prompt-injection call-chain tracing, output validation, stop reasons, token budgets, retry and timeout handling, streaming, and key/PII exposure.
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
# AI Code Review Patterns > **Quick Guide:** A model call is untrusted in both directions, so the review follows every user-controlled string into the prompt it lands in, and every response out to whatever it drives. Four facts about current providers change what counts as a defect. The Anthropic and OpenAI SDKs retry twice and time out after ten minutes by default, so a call with no options is protected but too patient for a person waiting, and a retry wrapper around it multiplies attempts. A response cut off at the token limit, or refused, arrives as a successful call. A stream can fail after its 200. And current reasoning models reject a non-default `temperature`, so setting one buys a 400 rather than determinism. **Detailed Resources:** - [examples/core.md](examples/core.md) — the defect and its fix for each pattern below - [reference.md](reference.md) — per-provider lookup: SDK retry and timeout defaults, stop and finish reasons, structured-output parameters, sampling parameters, history rules --- <critical_requirements> ## Before reviewing AI code …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/meta-reviewing-ai-reviewing@sha256:171d5eeff6ee839aThe line at the top of this page pins the label git:20261016.63d2b02, 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_hraazno4uj3vu4iw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 9, 2026 and Oct 16, 2026, about one every 68 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.63d2b02 latest | 2026-10-16 | 63d2b02 | 17,302 B | A | view · diff |
| git:20260809.786f3c8 | 2026-08-09 | 786f3c8 | 14,522 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 (17302 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
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hraazno4uj3vu4iw GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/meta-reviewing-ai-reviewing GET https://markdownregistry.com/api/v1/blob/171d5eeff6ee839a7a0c5f38fcef572f9efa8e978ad24bcaac333212d6520313
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.