fastapi-run skillA
fastapi-run is agent-read markdown (skill) from steph-dove/klaussy-agents: Use when the user wants to run, start, or launch this project's app — to watch a change work end-to-end, reproduce behavior in the real app, or smoke-test locally. Finds the run command from CLAUDE.md and drives the app; it does not write features or fix bugs. Also known as `klaussy-run`..
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
Run this project's app and drive it far enough to observe the behavior the user cares about. Don't just start it and call it done — exercise the actual flow. ## Steps 1. **Find the run command in CLAUDE.md.** Read CLAUDE.md — its **Commands** section is the source of truth for how this project installs, builds, and runs. Look for entries labeled run / start / serve / dev, a CLI entrypoint, or a server command (this project may expose more than one, e.g. a CLI *and* a server — pick the one that matches what the user asked for; if it's ambiguous, ask). 2. **Read any `.claude/rules/*.md`** whose `paths:` glob covers the code you're about to exercise — it may note required env vars, ports, or setup the command alone doesn't reveal. 3. **Fall back to the stack** only if CLAUDE.md names no run command (see the defaults below). 4. **Prepare the environment.** Install/build first *only if needed* (a fresh checkout, or the run command errors on missing deps) — e.g. the editable install or `npm install` from CLAUDE.md. If the app needs an env var, config file, or secret that isn't present, STOP and ask rather than inventing a value — a guessed secret produces a misleading failure. …
Read the whole file at its exact version.
How to install
mdr add steph-dove/klaussy-agents/fastapi-run@git:20260918.4ac7924mdr add steph-dove/klaussy-agents/fastapi-run@sha256:4c85d85b9a200efbPin 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_un5apomn5abkirld)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260918.4ac7924 latest | 2026-09-18 | 4ac7924 | 4,126 B | A | view · diff |
| git:20260713.91029df | 2026-07-13 | 91029df | 4,097 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 (4126 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_un5apomn5abkirld GET https://markdownregistry.com/api/v1/resolve?ref=steph-dove/klaussy-agents/fastapi-run GET https://markdownregistry.com/api/v1/blob/4c85d85b9a200efbfadf5475a96d171eb8c86ab26f1fd1bc73330b9ba7b9f202
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.