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prompt-optimizer

100 / 100 · Low risk

Fine to try.

By smallnest/goskills (GitHub) · other · 191 stars · scanned at commit f9a2283

Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or lack necessary details. Supports two modes - Interactive Mode (uses AskUserQuestion tool for guided clarification) and Direct Analysis Mode (provides optimization suggestions). Triggers on prompts containing vague language like "something", "thing", "stuff", "it", or when requests lack context, te…

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/'prompt-optimizer' ] || [ -L ~/.agents/skills/'prompt-optimizer' ]; then echo 'A skill folder named prompt-optimizer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/smallnest/goskills' "$d" && git -C "$d" checkout --quiet 'f9a22832c281ddf96bc0e94785709ef6055e7a4f' -- 'testdata/skills/prompt-optimizer' && mkdir -p ~/.agents/skills && cp -R "$d"/'testdata/skills/prompt-optimizer' ~/.agents/skills/'prompt-optimizer' && 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/'prompt-optimizer' ~/.claude/skills/'prompt-optimizer' (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

Also found in

Identical copies of this skill exist at:

• smallnest/langgraphgo/testdata/skills/prompt-optimizer