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Updated 2d ago

by Apeironics

prompt-refine-skill

Agent Skill that silently refines prompts for the currently running model

  • Active — Updated in the last 14 days
View on GitHub (opens in a new tab)

54 GitHub stars (54)

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Nov 6: −23 in total; the busiest day was Nov 2 with +1 stars.Sep 27: 0 starsSep 28: 0 starsSep 29: −1 starsSep 30: 0 starsOct 1: 0 starsOct 2: −7 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: −1 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: −15 starsOct 15: 0 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: 0 starsOct 21: 0 starsOct 22: 0 starsOct 23: 0 starsOct 24: 0 starsOct 25: 0 starsOct 26: 0 starsOct 27: 0 starsOct 28: 0 starsOct 29: 0 starsOct 30: −1 starsOct 31: 0 starsNov 1: 0 starsNov 2: +1 starsNov 3: 0 starsNov 4: 0 starsNov 5: 0 starsNov 6: +1 stars
Stars gained between daily snapshots
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  • 1 skill (1 skills found in its SKILL.md files)
  • 6 forks (6 forks)
  • 2d ago last update (Last updated 2d ago)

Install

Skills CLI

npx skills add Apeironics/prompt-refine-skill

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Apeironics/prompt-refine-skillcp -r "prompt-refine-skill" ~/.claude/skills/prompt-refine-skill

Copies the prompt-refine skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Apeironics/prompt-refine-skill

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • prompt-refine

    Silently restructures the user's natural-language prompt into the format the model CURRENTLY running this skill handles best, then answers. On activation it identifies which model family is executing it (Claude, GPT, Gemini, Llama, DeepSeek, Mistral, Qwen, Grok, Perplexity, Kimi, GLM, Command, Nova, or Phi) and loads that one model's official strategy — so the optimization always matches the mode…

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.