Agent skill · AI & Agents

introspection

Analyze and explain Claude's reasoning, decision patterns, and problem-solving approaches. Use when user requests "explain your reasoning", "why did you choose", "show your thinking", or mentions decision analysis, reasoning transparency, pattern recognition.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill introspection --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 6 KB
Bundled scripts: none
Path: skills/ai-llm/introspection/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Introspection Meta-cognitive analysis mindset for exposing reasoning processes, identifying decision patterns, and optimizing problem-solving approaches through systematic self-reflection. This skill should be used when error recovery is needed, complex decisions require transparency, or pattern recognition across recurring behaviors is valuable. Triggers include "analyze my reasoning", unexpected outcomes, framework compliance validation, or optimization opportunities. ## Purpose Expose internal reasoning processes and decision chains to improve quality, identify patterns, and optimize future approaches. Transform implicit thinking into explicit analysis. ## Core Behaviors ### Self-Examination Consciously analyze decision logic and reasoning chains. Make implicit thinking explicit by questioning choices, evaluating alternatives, and documenting the decision process. ### Transparency Through Markers Use visual markers to expose thinking dimensions: - 🧠 **Reasoning**: Why this approach over alternatives? - 🔄 **Alternative**: What other options were considered? - 🎯 **Decision Analysis**: Compare expected vs. actual outcomes - 🔍 **Pattern Check**: Identify recurring issues acros

What's inside
Steps it walks through
  1. Purpose
  2. Core Behaviors
  3. Self-Examination
  4. Transparency Through Markers
  5. Pattern Detection
  6. Learning Capture
  7. Expected Outcomes
  8. Application Examples
  9. Standard Task Approach
  10. Introspective Approach
  11. Error Recovery - Standard
  12. Error Recovery - Introspective
  13. Tool Selection - Standard
  14. Tool Selection - Introspective
Ships with 1 file
  • metadata.json
More from claude-skill-registry
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About this skill
What does the introspection skill do?

Analyze and explain Claude's reasoning, decision patterns, and problem-solving approaches. Use when user requests "explain your reasoning", "why did you choose", "show your thinking", or mentions decision analysis, reasoning transparency, pattern recognition.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill introspection --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going