baidubce/skills · skills/famou-experiment-diagnosis/SKILL.md

famou-experiment-diagnosis skillA

famou-experiment-diagnosis is agent-read markdown (skill) from baidubce/skills: Diagnose a Famou experiment on explicit user request by inspecting its current status, latest leaderboard and result code, score improvement, candidate diversity, evaluator reward hacking, and signs of local convergence. Use when the user asks whether an experiment is healthy, improving, hacked, plateaued, stuck in a local optimum, or needs a diagnostic recommendation. Default to one read-only diagnosis; monitor repeatedly only when the user explicitly requests continuous diagnosis..

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.

How to install

Latest version
mdr add baidubce/skills/famou-experiment-diagnosis@v1.0
Exact content
mdr add baidubce/skills/famou-experiment-diagnosis@sha256:c63e34e487aee981

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nu3hgwpru5waohmo.svg)](https://markdownregistry.com/a/art_nu3hgwpru5waohmo)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-07-23 9d68e11 6,104 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6104 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

GitHub

baidubce/skills · 30 stars · license Apache-2.0 · pushed 2026-09-18 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_nu3hgwpru5waohmo
GET https://markdownregistry.com/api/v1/resolve?ref=baidubce/skills/famou-experiment-diagnosis
GET https://markdownregistry.com/api/v1/blob/c63e34e487aee9817de6f25558634436adf5d3ff11ab79461f4b1427c54bed90

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.