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learn-prototype

100 / 100 · Low risk

Fine to try.

By Li-Evan/Bloom (GitHub) · coding · 305 stars · scanned at commit 6247535

当用户要做/研究一个东西、想提升某个技能、或觉得某个产出不够好想改进时使用。用「改良主义」先逼出一个最垃圾但能跑的原型,再引导他自己洞察缺陷、提出问题,提改良假说→实践检验→迭代,信奉「洞察缺陷 > 如何优化 > 最终答案」,并把每次改进的方法本身沉淀成方法论。触发场景:要做 X、研究 X、提升 X、X 做得不好想改进、怎么优化 X、不知从哪下手做。

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/'learn-prototype' ] || [ -L ~/.agents/skills/'learn-prototype' ]; then echo 'A skill folder named learn-prototype already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Li-Evan/Bloom' "$d" && git -C "$d" checkout --quiet '62475359502aa9dd8a28d3362e9bf72f83bcda40' -- 'skills/learn-prototype' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/learn-prototype' ~/.agents/skills/'learn-prototype' && 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/'learn-prototype' ~/.claude/skills/'learn-prototype' (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
2026-11-136247535100
2026-11-0768788b5100