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generate_llm_golden_queries_dict

100 / 100 · Low risk

Fine to try.

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

Generates a Python dictionary of standardized test prompts ('golden queries') with multiple expected output variations, formatted for direct use in LLM evaluation scripts.

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.

Other copies in this repository

ECNU-ICALK/AutoSkill has 1 more folder with a skill named generate_llm_golden_queries_dict. This page shows the lowest-scoring copy.

Install

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

if [ -e ~/.agents/skills/'generate-llm-golden-queries-dict' ] || [ -L ~/.agents/skills/'generate-llm-golden-queries-dict' ]; then echo 'A skill folder named generate-llm-golden-queries-dict 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 "$d" checkout --quiet '94c47ca488d4ba4117d20272e66d49b9877e68cf' -- 'SkillBank/ConvSkill/english_gpt4_8/generate_llm_golden_queries_dict' && mkdir -p ~/.agents/skills && cp -R "$d"/'SkillBank/ConvSkill/english_gpt4_8/generate_llm_golden_queries_dict' ~/.agents/skills/'generate-llm-golden-queries-dict' && 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/'generate-llm-golden-queries-dict' ~/.claude/skills/'generate-llm-golden-queries-dict' (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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Score history

DateVersionScore
2026-11-0894c47ca100
2026-11-0794c47ca100