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choose-sampling-params-per-task

85 / 100 · Low risk

Fine to try.

By jiayaoqijia/cryptoskill (GitHub) · other · 81 stars · scanned at commit 0dc9f60

Use when setting temperature, top_p, and related sampling knobs. Choose them from the task's tolerance for variance, not by habit, and record the choice alongside the prompt.

Works with any agent that supports SKILL.md skills.

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What this skill can do

Install

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

if [ -e ~/.agents/skills/'choose-sampling-params-per-task' ] || [ -L ~/.agents/skills/'choose-sampling-params-per-task' ]; then echo 'A skill folder named choose-sampling-params-per-task already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/jiayaoqijia/cryptoskill' "$d" && git -C "$d" checkout --quiet '0dc9f60ab1f3fcae24da49c4cef09c46c589f903' -- 'skills/payments/0xklen-choose-sampling-params-per-task' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/payments/0xklen-choose-sampling-params-per-task' ~/.agents/skills/'choose-sampling-params-per-task' && 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/'choose-sampling-params-per-task' ~/.claude/skills/'choose-sampling-params-per-task' (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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