{"repo":"mfarzanansari/prompt-polish","free":true,"listed":false,"github":"https://github.com/mfarzanansari/prompt-polish","clone":"git clone https://github.com/mfarzanansari/prompt-polish.git","description":"Agent skill that rewrites rough prompts into polished, model-specific prompts — grounded in the official Anthropic prompting guides","language":null,"stars":42,"topics":["agent-skills","anthropic","claude","claude-code","codex","prompt-engineering"],"license":"MIT","category":"mcp-servers","readme_excerpt":"prompt-polish An agent skill that rewrites rough prompts into polished, model-specific prompts — grounded in the official Anthropic prompting guides, not prompt-engineering folklore. Why Most prompt advice is model-agnostic, which makes it wrong for any specific model. Frontier models have diverged: Claude Fable 5 degrades when you micromanage it — the official guide says prompts written for prior models are often too prescriptive and hurt output quality. Claude Opus 4.8 follows instructions so literally that implicit scope is a bug. The same \"improvement\" helps one model and breaks the other. prompt-polish encodes each model's official prompting guide as a separate doctrine file and routes your prompt through the right one. No folklore, no cargo-cult — every transformation traces to a published source. The second idea it encodes: polishing is mostly subtraction. Modern models rarely fail from missing instructions. They fail from missing intent, instruction noise, and habits carried over from older models. The polished prompt is the smallest set of words that makes the target model's defaults work in your favor. Install With the skills CLI — works for Claude Code, Codex, Cursor, Windsurf, and every other agent it supports: Add -g for a global (user-level) install instead of per-project, and update later with npx skills update prompt-polish . Or clone directly: Optional Praxis companion Praxis Workflow OS defines and approves workflow or task contracts. Prompt Polish can optio","default_branch":null,"files":null,"tree":[],"storefront":"/r/mfarzanansari","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mfarzanansari/prompt-polish/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}