What is the difference between strategic and tactical knowledge?

Strategic knowledge includes reusable patterns and project conventions like 'all tests use table-driven design,' while tactical knowledge involves session-specific details like 'fixed a null pointer in the login handler' that don't need to be persisted.

Why is updating CLAUDE.md important for Claude Code?

CLAUDE.md serves as the primary context for the AI. Keeping it updated with project-specific patterns ensures the AI provides more accurate, idiomatic, and context-aware code suggestions in future sessions.

How do I trigger the Learn skill?

You can trigger it manually by saying 'learn', 'save knowledge', or 'update claude.md' during or at the end of a significant work session.

Does it automatically overwrite my CLAUDE.md file?

No, the skill analyzes your session and uses the AskUserQuestion tool to let you choose exactly which discoveries to save before making any modifications.

Strategic Knowledge Capture

Name: Strategic Knowledge Capture
Author: umputun

byumputun

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174

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学习与文档

Identifies and persists strategic project insights and architectural patterns to your local CLAUDE.md file.

The Learn skill acts as a bridge between transient coding sessions and permanent project documentation by scanning conversation history for strategic discoveries. It filters out tactical noise, such as specific bug fixes or one-off changes, to focus on reusable architectural patterns, coding conventions, and operational knowledge. By documenting these insights in the local CLAUDE.md, it ensures that Claude maintains a high-level understanding of the project's structure, deployment quirks, and testing strategies, significantly reducing the learning curve for future development tasks.

主要功能

01Strategic pattern identification from session history

02174 GitHub stars

03Capture of operational details like DB locations and deployment commands

04Automated CLAUDE.md updates with structured categorization

05Granular user confirmation for individual discovery items

06Intelligent filtering of tactical noise vs. reusable knowledge

使用场景

01Preserving environment-specific debugging tips found during troubleshooting

02Documenting newly discovered architectural patterns after complex refactors

03Standardizing project conventions for future AI-assisted development sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add umputun/cc-thingz learn

For use in Claude.ai and ChatGPT

Download Skill