fineenvs SKILL.md skillA
fineenvs from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akillness/jeo-skills/fineenvs@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akillness/jeo-skills
- Path
.agent-skills/fineenvs/SKILL.md- Versions recorded
- 2
- Latest version
- v1.1.0, committed Oct 12, 2026
- First version recorded
- Oct 12, 2026
- Size
- 5,713 bytes
- Repository stars
- 52
- License
- none declared
Inspect and run the source-verified adithya-s-k/FineEnvs environment and dataset projects, including OpenEnv, ORS, NeMo Gym, Verifiers, SkyRL Gym, and GEM dialects. Use when the user names FineEnvs, supplies a checkout, asks for a local smoke or reward-evidence readout, or wants to author an environment against its bundled contracts. Route generic training, RL algorithms, serving, and provider operations to their owning skills.
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
# FineEnvs operator FineEnvs is an Apache-2.0 Python repository audited at `5e0b46e96bfd20105976e50a06a3b79c9c62f076` (2026-10-12). Its project-local READMEs and configs remain authoritative; historical runs, moving `main` dependencies, paid services, and known runtime gaps are not reproducibility guarantees. ## When to use this skill - Inspect or pin a FineEnvs checkout and select one environment/project path. - Run a no-backend Wordle smoke or another explicitly approved local fixture check. - Read reward, grader, coverage, data-license, or framework-contract evidence. - Author a new environment using the bundled domain and framework-generator contracts. Do not use this skill as a generic training, serving, Ray, sandbox, Hugging Face, provider, or cloud-operations guide. Use the owning skill for those operations; consult the audited reference here to identify their prerequisites and side effects. ## Instructions 1. **Preflight offline.** From the repo root run `python3 .agent-skills/fineenvs/scripts/preflight.py --json`; from an installed skill root run `python3 "$SKILLS_ROOT/fineenvs/scripts/preflight.py" --json`. For a checkout, add …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/fineenvs@sha256:46ab551547f596deThe line at the top of this page pins the label v1.1.0, 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_wkh7cz2xfiachliy)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 12, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.1.0 latest | 2026-10-12 | f938962 | 5,713 B | A | view · diff |
| v1.0 | 2026-10-12 | 3806bcf | 7,853 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 (5713 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
akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wkh7cz2xfiachliy GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/fineenvs GET https://markdownregistry.com/api/v1/blob/46ab551547f596de03a4d908ae6c581479462424c15dc02bb81151273a1fb653
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.