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prompt-engineeringlisted

Optimizes and rewrites prompts using proven prompt engineering techniques — draft diagnosis, canonical structure (role, context+motivation, sequential instructions, XML, few-shot, chain-of-thought, output contract, success criteria), technique selection by task type and by target model (Claude 4.x, OpenAI reasoning/GPT, Gemini). Use when the user says "/prompt-engineering", "improve this prompt", "optimize this prompt", "rewrite this prompt", "apply best practices to this prompt", "turn this into a good prompt", or pastes a prompt draft asking to make it better. Reusable across any project.
PhAlves23/prompt-engineering-skill · ★ 4 · AI & Automation · score 73
Install: claude install-skill PhAlves23/prompt-engineering-skill
# Prompt Engineering Turns a raw draft into a production-grade prompt by applying proven prompt engineering techniques. Distilled from primary sources (Anthropic prompting best practices + prompt improver, OpenAI GPT-5/reasoning guides, Google Gemini PTCF, The Prompt Report) — see `references/` for the full material. ## Purpose The user sends a prompt draft (or describes what they want). The skill returns a **rewritten, optimized version**, ready to paste, plus a **short changelog** of what changed and why. It is not meant to answer the prompt — it is meant to improve the prompt. ## Operating principle - **Improve the prompt, don't run it.** This skill rewrites the prompt; it does not respond to the task the prompt describes. If the request is ambiguous (the user pasted a prompt without saying what they want), the default is to **optimize the prompt** and, at the end, offer to run it. Only execute the task if the user explicitly asks ("run this prompt", "answer this"). - **Produce directly.** Don't ask for permission. Only ask clarifying questions (1–3, max) when missing information would materially change the rewrite — expected output type, target model, or audience. If unanswered, assume the most sensible default, **state the assumption** in the changelog, and proceed. - **Calibrate effort to complexity.** Simple prompt (lookup, formatting) → lean structural rewrite, no inflating with CoT/examples. Complex prompt (reasoning, classification, generation with criteria, ag