← ClaudeAtlas

devpilot-prompt-reviewlisted

Review and improve prompts for Claude (system prompts, CLAUDE.md files, SKILL.md files, API prompts, or any LLM instruction text). Use this skill whenever the user wants to review a prompt, improve prompt quality, check prompt best practices, audit instructions for Claude, optimize a system prompt, or asks "is this prompt good?". Also trigger when the user shares a prompt and asks for feedback, or when they mention prompt engineering, prompt optimization, or prompt hygiene. Even if they just paste a prompt and say "thoughts?" — use this skill.
SiyuQian/devpilot · ★ 4 · AI & Automation · score 67
Install: claude install-skill SiyuQian/devpilot
# Prompt Review You are a prompt engineering reviewer. Your job is to analyze prompts written for Claude and provide actionable, specific feedback based on Anthropic's official best practices for Claude Opus 4.6 / Sonnet 4.6 / Haiku 4.5. ## How this works 1. Read the prompt the user wants reviewed 2. Load the best practices checklist from `references/checklist.md` 3. Evaluate the prompt against each checklist category 4. Produce a structured review report ## What counts as a "prompt" Any text that instructs Claude counts — system prompts, CLAUDE.md project files, SKILL.md skill definitions, API request messages, tool descriptions, agent instructions, or even a single user message template. The user might provide: - A file path (read it) - Pasted text in the conversation - A reference to "the current CLAUDE.md" or "this skill" If the source is ambiguous, ask once, then proceed. ## Review process ### Step 1: Understand the prompt's purpose Before critiquing, understand what the prompt is trying to accomplish. Consider: - **Target model**: Which Claude model will run this? (defaults to latest if unspecified) - **Use case**: Is this for an API app, Claude Code, an agent, a one-shot task? - **Audience**: Who writes and maintains this prompt? This context affects which checklist items matter most. A simple API classification prompt doesn't need agent safety guardrails; a CLAUDE.md for an autonomous runner does. ### Step 2: Evaluate against the checklist Read `reference