ralph

To automate an autonomous coding loop with Claude, you trigger the planning session to generate structured SPEC.md and PLAN.md files, which then drive the iterative execution of individual coding tasks without relying on conversation history.

Generating specifications and task plans for autonomous coding is best handled by a guided brain-dump planning session that produces frontmatter-driven SPEC and PLAN documents, ensuring a controlled context for each iteration before execution begins.

To validate context before starting an autonomous coding workflow, you run a context-aware validation check that reviews the generated specifications and presents a handoff to the user for explicit approval prior to kickoff.

Yes, you can run iterative coding tasks without conversation history by using frontmatter-driven spec generation and plan generation to establish a clean, structured context for each single task within the autonomous execution loop.

No specific dependencies are required to run the autonomous planning loop; the workflow operates independently to orchestrate specification, planning, and execution handoffs directly within the Claude environment.

You should avoid using an autonomous coding loop when your project requires unstructured, conversational context building rather than strict, frontmatter-driven specification and controlled context for single-task execution iterations.