famou-experiment-diagnosis SKILL.md skillA
famou-experiment-diagnosis from baidubce/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add baidubce/skills/famou-experiment-diagnosis@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- baidubce/skills
- Path
skills/famou-experiment-diagnosis/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 23, 2026
- Size
- 6,104 bytes
- Repository stars
- 32
- License
- Apache-2.0
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.
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
# Famou Experiment Diagnosis Diagnose with current evidence, not status alone. Keep the workflow read-only and never pause, update, continue, cancel, delete, or resubmit an experiment without a separate explicit user request. ## Inputs Resolve before asking the user: - `experiment_id` - local experiment directory containing `config.yaml` and, when available, `problem.md`, `evaluator.py`, `init.py`, and `prompt.md` If local artifacts or earlier snapshots are unavailable, continue with platform evidence and mark the affected conclusions `INCONCLUSIVE`. ## Diagnose ### 1. Establish the Contract Read the local task artifacts. Extract the candidate I/O contract, hard constraints, score direction and range, baseline score, evaluator checks, iteration budget, population size, island count, and cloud type. Treat `problem.md` as the task contract and `evaluator.py` as the implemented scoring contract; report any disagreement. ### 2. Collect Current Evidence Run these read-only commands: ```bash famou-ctl experiment status <experiment-id> --json famou-ctl experiment leaderboard <experiment-id> --json …
Read the whole file at its exact version.
How to install
mdr add baidubce/skills/famou-experiment-diagnosis@sha256:c63e34e487aee981The line at the top of this page pins the label v1.0, 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_nu3hgwpru5waohmo)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 23, 2026.
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 (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
baidubce/skills · 32 stars · license Apache-2.0 · pushed 2026-10-27 · 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
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.