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Optimizing Prompts

100 / 100 · Low risk

Fine to try.

By BbgnsurfTech/claude-skills-collection (GitHub) · other · 29 stars · scanned at commit 01d3faf

This skill optimizes prompts for Large Language Models (LLMs) to reduce token usage, lower costs, and improve performance. It analyzes the prompt, identifies areas for simplification and redundancy removal, and rewrites the prompt to be more concise and effective. It is used when the user wants to reduce LLM costs, improve response speed, or enhance the quality of LLM outputs by optimizing the prompt. Trigger terms include "optimize prompt", "reduce LLM cost", "improve prompt performance", "rew…

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

BbgnsurfTech/claude-skills-collection has 1 more folder with a skill named Optimizing Prompts. This page shows the lowest-scoring copy.

• plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/ai-ml-engineering-pack_20251020_011030/skills/skill-adapter 100/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'optimizing-prompts' ] || [ -L ~/.agents/skills/'optimizing-prompts' ]; then echo 'A skill folder named optimizing-prompts already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BbgnsurfTech/claude-skills-collection' "$d" && git -C "$d" checkout --quiet '01d3fafeca1133f841956b8b90b939fee92d71e7' -- 'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/ai-ml-engineering-pack_20251019_161259/skills/skill-adapter' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/ai-ml-engineering-pack_20251019_161259/skills/skill-adapter' ~/.agents/skills/'optimizing-prompts' && 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/'optimizing-prompts' ~/.claude/skills/'optimizing-prompts' (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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