compound

Installation
SKILL.md

Compound

Document a recently solved problem or shipped feature to compound your project's knowledge. Each documented solution makes future planning and implementation faster — the agent consults docs/solutions/ during /research and /write-a-prd, so lessons learned today prevent mistakes tomorrow.

When the work surfaced planning or estimation surprises, capture those too. McConnell-style calibration only happens if actual work feeds back into future shaping.

Invocation Position

This is a primary pipeline skill at the end of the default delivery loop.

Use /compound after a feature ships, after a high-value bug fix lands, or after a meaningful QA or review cycle exposes a lesson that future work should reuse.

Do not use it for trivial edits or for lessons that belong entirely in a higher-fidelity artifact like a test, linter rule, or code comment without any durable project-level learning.

Why This Exists

Without this step, you've done traditional engineering with AI assistance. The first three steps of the workflow (plan, work, review) produce a feature. This fourth step produces a system that builds features better each time.

When to Use

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First Seen
Apr 7, 2026