compound

Automates post-task learning capture and knowledge promotion in Claude workflows.

Updated Aug 27, 2026

Search Tags:#learning #memory #ai-agent #workflows #compound #knowledge-promotion

Ready to run

npx skills add https://github.com/vinicius91carvalho/.claude --skill compound-vinicius91carvalho

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: compound
Source: https://github.com/vinicius91carvalho/.claude/tree/main/skills/compound
Command: npx skills add https://github.com/vinicius91carvalho/.claude --skill compound-vinicius91carvalho

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Post-task learning capture and knowledge promotion. Auto-invoke when a task or sprint is completed, when the user says "done", "finished", "wrap up", or when all acceptance criteria are checked off. Do NOT invoke when user says "ship it" — that triggers /ship-test-ensure instead.

Core Features & Use Cases

Post-task learning capture: automatically log outcomes, decisions, and learnings from sprint work.
Knowledge promotion: propagate key findings to docs, ADRs, memory, and workflow definitions.
Use Case: after a sprint, promote improvements to docs/solutions/ and update CLAUDE.md with decisions and next steps.

Quick Start

Activate compound learning capture after task completion to promote knowledge and update relevant workflow artifacts.

Frequently Asked Questions about compound

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

FAQPage Schema

How do I automate post-task learning capture after a sprint?▼

Automate post-task learning capture by triggering the skill after task or sprint completion, when the user says "done", "finished", or when all acceptance criteria are met. It logs outcomes, decisions, and learnings automatically.

What is knowledge promotion in AI agent workflows?▼

Knowledge promotion propagates key findings, decisions, and learnings to docs, ADRs, memory, and workflow definitions, ensuring captured insights update relevant artifacts like CLAUDE.md after task completion.

How do I update CLAUDE.md automatically with sprint decisions?▼

Update CLAUDE.md automatically by invoking knowledge promotion after sprint work. The skill propagates decisions and next steps directly into the file while enforcing guardrails and handling errors gracefully.

Can I use this to log outcomes when acceptance criteria are checked off?▼

Yes, the skill auto-invokes when all acceptance criteria are checked off, guiding automatic memory propagation and workflow artifact updates to capture outcomes from the completed work.

When should I not trigger post-task learning capture?▼

Do not trigger learning capture when the user says "ship it", as that invokes a different workflow. Use it specifically for task completion, sprint wrap-ups, or when acceptance criteria are met.

Does this skill require external dependencies to propagate memory?▼

No external dependencies are required. The skill operates independently within Claude workflows to enforce guardrails, propagate memory, and update workflow artifacts natively.