Where are my learned skills saved?

Reflect saves skills to your project's .claude/skills/ directory or your global ~/.claude/skills/ folder, depending on the project structure.

What problem does the Reflect skill solve?

It solves the 'memory zero' problem where Claude might forget specific preferences or corrections between different sessions by saving them to permanent skill files.

Does it require external tools like cclog?

While it works best with cclog.db for full history access, it includes a fallback mode that analyzes the current in-context session history.

Why do I have to run /reflect manually?

Manual triggering is used because current plugin stop hooks in the environment are not yet reliable enough to communicate reminders or output silently to the user.

Reflect: Persistent AI Learning

Name: Reflect: Persistent AI Learning
Author: spences10

byspences10

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생산성 및 워크플로

Analyzes session history to extract and persist learnings into permanent skills, solving the issue of repetitive corrections.

The Reflect skill addresses the 'memory zero' challenge by enabling Claude to learn from its interactions and store those insights permanently. By analyzing session history—either through cclog.db or the current context—it identifies corrections, successful patterns, and failed approaches. These insights are then classified and proposed as updates to your local or global skill files, ensuring that once you correct a behavior or establish a pattern, Claude remembers it for all future sessions. This creates a self-improving development environment that evolves alongside your specific project requirements and coding style.

주요 기능

01Manual approval workflow ensures user control over skill creation

02Analyzes conversation history for patterns and corrections

03Integrates with cclog for deep historical analysis

043 GitHub stars

05Persists learnings to .claude/skills or global configuration

06Classifies insights by confidence levels before proposing updates

사용 사례

01Ensuring a specific library preference or 'don't use' rule is never forgotten

02Capturing a complex architectural pattern discovered during a debugging session

03Building a project-specific knowledge base of best practices automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spences10/claude-code-toolkit reflect

For use in Claude.ai and ChatGPT

Download Skill