compound

Embed session learnings into conventions, skills, and patterns.

Updated Apr 29, 2026

Search Tags:#workflow #skills #patterns #conventions #sop #compound

Ready to run

npx skills add https://github.com/smanist/a-exp --skill compound-smanist

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: compound
Source: https://github.com/smanist/a-exp/tree/main/.agents/skills/compound
Command: npx skills add https://github.com/smanist/a-exp --skill compound-smanist

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Session learnings are often scattered or forgotten after work ends; this skill preserves them by embedding findings into conventions, skills, and patterns to sustain improvements across projects.

Core Features & Use Cases

Embeds learnings into conventions, skills, and patterns to boost future-session performance.
Supports both fast and full compound modes, enabling quick updates or in-depth craftsmanship.
Generates a structured compound-phase report and updates governing documents to improve governance and reuse.

Quick Start

Run the compound phase on the current session to embed findings into conventions, skills, and patterns.

Frequently Asked Questions about compound

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

FAQPage Schema

How do I preserve session learnings into project conventions and patterns?▼

To preserve session learnings, you can run a compound phase that embeds findings into conventions, skills, and patterns. This process generates a structured report and updates governing documents to sustain long-term improvements across future sessions.

What is the difference between fast and full compound modes for embedding workflow patterns?▼

Fast and full compound modes dictate the depth of embedding session learnings into conventions. Fast mode enables quick updates to workflow patterns, while full mode provides in-depth craftsmanship for thorough integration into project SOPs and governing documents.

When should I run a compound phase to update project SOPs and conventions?▼

You should run the compound phase at the end of a session or after accumulating significant findings. This timing ensures that session learnings are captured and embedded into conventions, skills, and patterns before context is lost.

Does the compound skill require external dependencies to document workflow conventions?▼

No external dependencies are required to document workflow conventions. The skill operates independently to embed learnings into patterns, generate a structured compound report, and update governing documents for future reuse.

How do I generate a structured compound report for session learnings?▼

You generate a structured compound report by executing the compound phase on your current session. This action processes accumulated findings and documents changes across conventions, skills, and patterns to improve project governance and reuse.