Does it support automatic retrieval?

Yes, Claude is instructed to check the Memory MCP before making decisions or solving problems that match your previously captured insights.

How does this skill store captured information?

It utilizes a storage hierarchy including Memory MCP for quick facts, CLAUDE.md for project-wide conventions, and dedicated SKILL.md files for complex procedures.

When is the best time to use Knowledge Capture?

You should trigger it whenever you solve a difficult bug, make a permanent architectural decision, or discover a pattern you've used more than three times.

Can it help me summarize a workday?

Absolutely. You can use the 'End of Session' workflow to have Claude review your conversation and suggest valuable insights to store for future reference.

Knowledge Capture

Name: Knowledge Capture
Author: willsigmon

bywillsigmon

•

生产力与工作流

Systematizes technical insights, architectural decisions, and coding patterns to prevent redundant learning and automate documentation.

Knowledge Capture is a specialized Claude Code skill designed to transform fleeting insights into permanent project intelligence. By providing standardized templates for recording solutions, decisions, and patterns, it ensures that once a problem is solved or a choice is made, the rationale and implementation details are stored in Memory MCP or project documentation. This skill facilitates a continuous improvement loop, moving from quick notes to structured project rules and eventually dedicated reusable skills, significantly reducing cognitive load and technical debt during the development process.

主要功能

01Memory-to-Skill promotion workflow for recurring patterns

02Standardized capture templates for solutions, decisions, and patterns

037 GitHub stars

04Automatic knowledge retrieval during relevant development tasks

05Multi-tier storage hierarchy across Memory MCP and project files

06End-of-session learning synthesis and reviews

使用场景

01Recording the rationale behind choosing specific architectural dependencies

02Documenting a specific fix for a complex, non-obvious library bug

03Formalizing recurring UI patterns into project-wide coding standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willsigmon/sigstack knowledge-capture

For use in Claude.ai and ChatGPT

Download Skill