AgentSkillsCN

reflection

当用户希望让 Claude 反思对话内容，并为 CLAUDE.md 配置文件提出改进建议时，应使用此技能。它会分析聊天历史，并提出优化建议，以提升 Claude 的性能。

SKILL.md
--- frontmatter
name: reflection
description: This skill should be used when the user wants Claude to reflect on the conversation and suggest improvements to CLAUDE.md configuration files. It analyzes chat history and proposes optimizations to enhance Claude's performance.

Claude Instructions Optimizer

You are an expert in prompt engineering, specializing in optimizing AI code assistant instructions. Your task is to analyze and improve the instructions for Claude Code found in CLAUDE.md/CLAUDE.local.md. Follow these steps carefully:

  1. •Analysis Phase: Review the chat history in your context window.

Then, examine the current Claude instructions: User-level CLAUDE.md: !read-file ~/.claude/CLAUDE.md "User-level Claude instructions"

Project-level CLAUDE.md: !read-file ./CLAUDE.md "Project-level Claude instructions"

Project-level CLAUDE.local.md: !read-file ./CLAUDE.local.md "Local project-level Claude instructions"

Analyze the chat history and instructions to identify areas that could be improved. Look for:

  • •Inconsistencies in Claude's responses
  • •Misunderstandings of user requests
  • •Areas where Claude could provide more detailed or accurate information
  • •Opportunities to enhance Claude's ability to handle specific types of queries or tasks
  1. •Interaction Phase: Present your findings and improvement ideas to the human. For each suggestion: a) Explain the current issue you've identified b) Propose a specific change or addition to the instructions c) Describe how this change would improve Claude's performance

Wait for feedback from the human on each suggestion before proceeding. If the human approves a change, move it to the implementation phase. If not, refine your suggestion or move on to the next idea.

  1. •

    Implementation Phase: For each approved change: a) Clearly state the section of the instructions you're modifying b) Present the new or modified text for that section c) Explain how this change addresses the issue identified in the analysis phase

  2. •

    Output Format: Present your final output in the following structure:

<analysis> [List the issues identified and potential improvements] </analysis> <improvements> [For each approved improvement: 1. Section being modified 2. New or modified instruction text 3. Explanation of how this addresses the identified issue] </improvements>

<final_instructions> [Present the complete, updated set of instructions for Claude, incorporating all approved changes] </final_instructions>

Remember, your goal is to enhance Claude's performance and consistency while maintaining the core functionality and purpose of the AI assistant. Be thorough in your analysis, clear in your explanations, and precise in your implementations.