Home / Skills / generate-verifiers-env
generate-verifiers-env
adithya-s-k/FineEnvsSkill
Builds a Verifiers (PrimeIntellect) variant of an RL environment. Use whenever someone asks to scaffold a Verifiers env, port to Verifiers, build an in-process toolkit, set up a `vf.ToolEnv` with a Rubric, or wire up a TRL `GRPOTrainer` rollout. Verifiers is the right framework when the user wants in-process tools (no HTTP server), structured tool calling driven by plain Python functions, composable reward rubrics with multiple grader functions, fast iteration with no Docker, or the cleanest path from prototype to TRL training. Output is a runnable `<env_dir>/verifiers/` folder with `env.py` (
Why this score
This repo hosts 10 skills, so its 517 stars are split between them (about 52 each) for scoring.
Popularity score: 66/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 410fb3454a90, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onegenerate-verifiers-env adithya-s-k/FineEnvs · Skill | 66 | ★ 517 | ≈156 always | 18d ago |
| dev-env smol-machines/smolvm · Skill Also for Docker | 73 | ★ 6.8k | ≈152 always | 16d ago |
| docker-sandboxes-env docker/skills · Skill Also for Docker | 65 | ★ 583 | ≈155 always | 16d ago |
| env-manager laolaoshiren/claude-code-skills-zh · Skill Both about env | 69 | ★ 894 | ≈11 always | 16d ago |
| add-setting-env lobehub/lobehub · Skill Both about env and environment | 81 | ★ 83k | ≈25 always | 16d ago |
| verifier Yeachan-Heo/oh-my-claudecode · Subagent Both about verifier | 83 | ★ 40k | ≈20 in chat | 16d ago |