compound

Capture development session learnings into structured documents under docs/learnings.

2|3|Updated Oct 20, 2025
One-click install
npx skills add https://github.com/psd401/psd-claude-coding-system --skill compound
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: compound
Source: https://github.com/psd401/psd-claude-coding-system/tree/main/plugins/psd-claude-coding-system/skills/compound
Command: npx skills add https://github.com/psd401/psd-claude-coding-system --skill compound

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The compound skill captures valuable learnings from development sessions and stores them for future knowledge compounding.

Core Features & Use Cases

  • Session analysis to identify patterns, mistakes, and insights from coding, debugging, and reviews.
  • Automatic creation of a structured learning document and saving in docs/learnings for quick retrieval.
  • Use Case: After a debugging session, run the skill to document root causes and preventive patterns for future references.

Quick Start

Use the compound skill after a session to generate a learning document and save it to the learnings repository.

Frequently Asked Questions about compound

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I capture and document learnings from my development sessions?

The compound skill captures learnings from coding, debugging, and review sessions by automatically creating a structured learning document with standardized frontmatter and saving it to docs/learnings. Run the skill after a session to extract patterns, mistakes, and insights for future reference.

Can I build a searchable knowledge base from my development work?

Yes. Compound stores session learnings in a structured, searchable knowledge base under docs/learnings. Each document follows a standardized template, making it easy to retrieve insights from past coding sessions, debugging work, and experiments.

What's the best way to document root causes and preventive patterns after debugging?

Use compound after debugging to automatically generate a learning document that captures root causes and preventive patterns. The skill enforces a consistent template and saves to docs/learnings, creating a reusable reference for similar issues.

How does session analysis help prevent repeating mistakes?

Compound analyzes coding and debugging sessions to identify patterns and recurring mistakes. By documenting these insights in a centralized knowledge base, you can reference past learnings to avoid repeating the same errors across projects.

Does compound work across different software projects?

Yes. Compound applies to coding, debugging, reviews, and experiments across any software project. Each learning is stored in a standardized format within docs/learnings, making knowledge transferable and reusable across your codebase.