fastapi-review skillA
fastapi-review is agent-read markdown (skill) from steph-dove/klaussy-agents: Use when the user wants a thorough PR or branch review. Triages by diff size — small PRs get a single-pass review, large PRs fan out to parallel sub-agents (correctness, architecture, security, scope, and an Agentic & Evals lens that activates on AI/agent code) with a validation phase that drops false positives. Also known as `klaussy-review`..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
> **Adapted for Cline.** > > - This skill orchestrates parallel sub-agents using Claude's `Agent` tool / `subagent_type` syntax. Most coding agents now have their own parallel sub-agent or task mechanism (e.g. Cursor's `Task`, Codex's `spawn_agent`, Gemini subagents, Copilot's `task`) — use yours and translate the wording. If it truly has none, apply each lens or angle yourself, sequentially, and combine the findings. You are conducting a thorough PR review. Follow these phases in order. --- ## Phase 1: Context Gathering If `master` is missing or unset, default to `dev` if it exists, otherwise `main`. The diff stat, full diff, commit log, and branch name below are pre-rendered as dynamic context — you do not need to fetch them yourself. ### Diff stat Run `git diff --stat master...HEAD` and use its output. ### Commit log Run `git log master..HEAD --oneline` and use its output. ### Branch name Run `git branch --show-current` and use its output. ### What you still need to do …
Read the whole file at its exact version.
How to install
mdr add steph-dove/klaussy-agents/fastapi-review@git:20260922.549c04fmdr add steph-dove/klaussy-agents/fastapi-review@sha256:419a45cce362ed2dPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_gy3whht5esfqs3wj)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.549c04f latest | 2026-09-22 | 549c04f | 21,965 B | A | view · diff |
| git:20260918.4ac7924 | 2026-09-18 | 4ac7924 | 38,999 B | A | view · diff |
| git:20260918.e529a80 | 2026-09-18 | e529a80 | 38,967 B | A | view · diff |
| git:20260716.30d2fb1 | 2026-07-16 | 30d2fb1 | 30,997 B | A | view · diff |
| git:20260713.91029df | 2026-07-13 | 91029df | 28,778 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 (21965 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
steph-dove/klaussy-agents · 16 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gy3whht5esfqs3wj GET https://markdownregistry.com/api/v1/resolve?ref=steph-dove/klaussy-agents/fastapi-review GET https://markdownregistry.com/api/v1/blob/419a45cce362ed2dd4b41e93125402a652b4f37fcd54ab0ee9c2a8eed1a932dc
Your agent 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.