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PPO Actor-Critic Setup for Circuit Optimization with Action Scaling

100 / 100 · Low risk

Fine to try.

By ECNU-ICALK/AutoSkill (GitHub) · other · 613 stars · scanned at commit 94c47ca

Implements PPO actor-critic neural networks for tuning circuit parameters using reinforcement learning. Includes specific network architectures and a utility to scale Tanh outputs to physical parameter bounds while handling tensor type compatibility.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' ] || [ -L ~/.agents/skills/'ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' ]; then echo 'A skill folder named ppo-actor-critic-setup-for-circuit-optimization-with-action-scal already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ECNU-ICALK/AutoSkill' "$d" && git -C "$d" checkout --quiet '94c47ca488d4ba4117d20272e66d49b9877e68cf' -- 'SkillBank/ConvSkill/english_gpt4_8/ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' && mkdir -p ~/.agents/skills && cp -R "$d"/'SkillBank/ConvSkill/english_gpt4_8/ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' ~/.agents/skills/'ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' ~/.claude/skills/'ppo-actor-critic-setup-for-circuit-optimization-with-action-scal' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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