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circuit_gnn_state_and_constraint_processor

100 / 100 · Low risk

Fine to try.

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

Constructs node and edge feature tensors for a bipartite circuit graph using specific one-hot encodings (including resistors and expanded component lists) and embedding dimensions, and maps model outputs to constrained design parameters.

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/'circuit-gnn-state-and-constraint-processor' ] || [ -L ~/.agents/skills/'circuit-gnn-state-and-constraint-processor' ]; then echo 'A skill folder named circuit-gnn-state-and-constraint-processor 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 "$d" checkout --quiet '94c47ca488d4ba4117d20272e66d49b9877e68cf' -- 'SkillBank/ConvSkill/english_gpt4_8/circuit_gnn_state_and_constraint_processor' && mkdir -p ~/.agents/skills && cp -R "$d"/'SkillBank/ConvSkill/english_gpt4_8/circuit_gnn_state_and_constraint_processor' ~/.agents/skills/'circuit-gnn-state-and-constraint-processor' && 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/'circuit-gnn-state-and-constraint-processor' ~/.claude/skills/'circuit-gnn-state-and-constraint-processor' (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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