What is the CLAUDE.md health check?

It monitors the size of your CLAUDE.md file and provides a workflow to archive resolved issues or move niche guides to external documentation once the file exceeds performance limits.

How does this skill improve my AI's performance over time?

By routing learnings to targets like CLAUDE.md or plugin skills, it encodes successful patterns and avoids repeating past mistakes in future sessions.

What are the three trigger points for learning capture?

Insights are captured at the end of a chat session (lightweight), upon project completion (comprehensive), and immediately after overcoming a technical blocker (targeted).

Can this skill analyze past session history?

Yes, it includes patterns for Deep Session Analysis to detect repetition, wasted effort, and scope drift by scanning history files in the .specstory folder.

Learning Capture & Workflow Optimization

Name: Learning Capture & Workflow Optimization
Author: daviswhitehead

bydaviswhitehead

0•

생산성 및 워크플로

Captures and routes development insights to codebase documentation and workflow improvements at key trigger points.

This skill implements a structured pattern for agentic coding that ensures valuable insights gained during development are systematically preserved and utilized. It provides specific workflows for capturing knowledge after sessions, projects, or blockers, routing these findings either to local codebase documentation or global plugin improvements. By incorporating deep session analysis—such as detecting repetition, user frustration, and scope drift—the skill helps developers maintain a high-performance environment while preventing the accumulation of stale data in core configuration files like CLAUDE.md.

주요 기능

01Deep session analysis to detect wasted effort and frustration signals

02Dual-target routing for project-specific vs. global workflow improvements

03Standardized YAML frontmatter for searchable and organized documentation

04Multi-trigger capture patterns for sessions, projects, and blockers

050 GitHub stars

06Automated CLAUDE.md health monitoring and content trimming

사용 사례

01Managing documentation bloat by archiving resolved issues and demoting stale content

02Conducting post-project retrospectives to refine AI instructions and project templates

03Documenting complex bug fixes and architecture decisions to prevent future regressions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add daviswhitehead/product-playbook-for-agentic-coding-plugin learning-capture

For use in Claude.ai and ChatGPT

Download Skill

주요 기능

01Deep session analysis to detect wasted effort and frustration signals

02Dual-target routing for project-specific vs. global workflow improvements

03Standardized YAML frontmatter for searchable and organized documentation

04Multi-trigger capture patterns for sessions, projects, and blockers

050 GitHub stars

06Automated CLAUDE.md health monitoring and content trimming

사용 사례

01Managing documentation bloat by archiving resolved issues and demoting stale content

02Conducting post-project retrospectives to refine AI instructions and project templates

03Documenting complex bug fixes and architecture decisions to prevent future regressions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add daviswhitehead/product-playbook-for-agentic-coding-plugin learning-capture

For use in Claude.ai and ChatGPT

Download Skill