Concepts
Core concepts that power composer.
| Concept | Description |
|---|---|
| Compositions | Multi-step pipelines that orchestrate AI agent workflows from planning through PR creation. |
| Roles | Markdown system prompts that define each agent’s behavior, boundaries, and output format. |
| The Ralph Loop | The automated developer/reviewer iteration cycle that drives code toward a clean review. |
| Sandboxes | Isolated git worktrees that keep agent work separated from your main repository. |
| Distill | Synthesis of planning artifacts into a zero-ambiguity feature request for automated re-runs. |
| Retro | Extraction of reusable learnings from ralph review iterations into persistent guidance. |
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