Individual skill
pufferlib
This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or integration with existing RL environments (Gymnasium, PettingZoo, Atari, Procgen, etc.). Use this skill for implementing PPO training, creating PufferEnv environments, optimizing RL performance, or developing policies with CNNs/LSTMs.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/scientific/pufferlib/SKILL.md
Source commit 70110103476bad94b3d700f50909d08842df50cc
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 3, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,969
- Repository last updated
- Nov 6, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesSKILL.mdcore · 13,464 bytesreferences/environments.mddoc · 12,489 bytesreferences/integration.mddoc · 15,165 bytesreferences/policies.mddoc · 19,183 bytesreferences/training.mddoc · 8,127 bytesreferences/vectorization.mddoc · 12,962 bytesscripts/env_template.pyruns · 10,157 bytesscripts/train_template.pyruns · 8,027 bytes
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