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reflection

davidkiss/smart…i-skills

MUST use this skill when user provides feedback / ask to do things in certain way, or when a tool call fails - for self-improvement - to learn user preferences and store them in AGENT.md / CLAUDE.md, and to propose improvements to skills.

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安装命令

npx skills add https://github.com/davidkiss/smart-ai-skills --skill reflection

SKILL.md

Reflection Skill

Overview

This skill is used to learn from interaction with the user and failures in tool calls. It analyzes what worked, what didn't (tool failures), and identifies recurring patterns or explicit user preferences that should be formalized.

Objectives

  • Improve Skills: Identify gaps or inefficiencies in existing skill definitions and propose concise updates.
  • Store Preferences: Capture user preferences, project-specific rules, or recurring instructions in a AGENT.md or CLAUDE.md (when used in Claude Code) file.

Process

  1. Analyze: Review the conversation history, tool calls, and any failures or corrections from the user.
  2. Identify: Determine if a specific behavior should be codified in a skill or if a user preference has emerged.
  3. Propose: Formulate a single, concise change.
    • If updating a skill, show a diff of the proposed change.
    • If adding a preference, show the proposed addition to CLAUDE.md.
  4. Confirm: Present the proposal to the user and ask for explicit confirmation without making any changes first.
  5. Apply Changes: Once user confirmed the changes, only then apply them