deep-reflect
Analyzes development sessions to extract patterns, preferences, and learnings. Use after significant work sessions to capture insights, document system understanding, and improve future interactions.
npx skills add majiayu000/claude-skill-registry --skill deep-reflect-philoserf-claude-code-setup --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
## Reference Files - [framework.md](framework.md) - The 5-dimension analysis framework - [output-template.md](output-template.md) - Structured reflection format --- # Deep Reflect Comprehensive session analysis to build cumulative knowledge across interactions. ## Objective Extract reusable insights from the session that make future sessions more effective. Focus on patterns, not just facts. ## When to Use - After significant debugging or problem-solving sessions - When you've learned something important about the codebase - After discovering user preferences through trial and error - When system relationships became clearer through investigation ## Analysis Framework Examine the session through 5 dimensions: ### 1. Problems & Solutions - What symptoms were reported? - What root causes were discovered? - What solutions worked (and didn't)? - What key insights emerged? ### 2. Code Patterns & Architecture - What design decisions were made? - What architecture choices emerged? - What code relationships were discovered? - What integration points were identified? ### 3. User Preferences & Workflow - Communication style preferences - Decision-making patterns - Quality standards expressed
- Reference Files
- Objective
- When to Use
- Analysis Framework
- 1. Problems & Solutions
- 2. Code Patterns & Architecture
- 3. User Preferences & Workflow
- 4. System Understanding
- 5. Knowledge Gaps & Improvements
- Process
- Deliverables
- Guidelines
What does the deep-reflect skill do?
Analyzes development sessions to extract patterns, preferences, and learnings. Use after significant work sessions to capture insights, document system understanding, and improve future interactions.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill deep-reflect-philoserf-claude-code-setup --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.