skill-asset-protocol

Turn a rough or vague request to Claude Code into a precise, repo-grounded, high-performing prompt. Use when the user wants help phrasing, drafting, improving, optimizing, tightening, or "making better" a prompt/request/instruction for Claude Code; when the user pastes a draft and asks how to word it; when a prompt already ran and Claude did the wrong thing (diagnose and fix it); or when Claude Code keeps missing the mark — doing too much, ignoring constraints, solving the wrong problem, over-engineering, or needing many back-and-forth rounds. Triggers include "optimize this prompt", "help me ask Claude to…", "rewrite my request", "why did Claude do that", "how should I word this", "make this prompt clearer".

Turn a rough or vague request to Codex into a precise, repo-grounded, high-performing prompt. Use when the user wants help phrasing, drafting, improving, optimizing, tightening, or "making better" a prompt/request/instruction for Codex; when the user pastes a draft and asks how to word it; when a prompt already ran and Codex did the wrong thing (diagnose and fix it); or when Codex keeps missing the mark — doing too much, ignoring constraints, solving the wrong problem, over-engineering, or needing many back-and-forth rounds. Triggers include "optimize this prompt", "help me ask Codex to…", "rewrite my request", "why did Codex do that", "how should I word this", "make this prompt clearer".

Turn a rough or vague request to Claude Code into a precise, repo-grounded, high-performing prompt. Use when the user wants help phrasing, drafting, improving, optimizing, tightening, or "making better" a prompt/request/instruction for Claude Code; when the user pastes a draft and asks how to word it; when a prompt already ran and Claude did the wrong thing (diagnose and fix it); or when Claude Code keeps missing the mark — doing too much, ignoring constraints, solving the wrong problem, over-engineering, or needing many back-and-forth rounds. Triggers include "optimize this prompt", "help me ask Claude to…", "rewrite my request", "why did Claude do that", "how should I word this", "make this prompt clearer".

A deliberately insensitive baseline for the evaluator.

Convert coding requests into concrete, repository-specific execution prompts.