The Four Phases
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The Four Phases
Phase 1: Gather context. Before generating anything, Claude reads any related files — an existing README to match style, a template to follow, examples of the format expected. This context goes into the generation prompt.
Phase 2: Generate with the local model. Claude calls mcp__local-llm__local_draft with the task description, gathered context, and format requirements. For longer content, the skill instructs Claude to break it into logical chunks and generate each section separately.
Phase 3: Claude refinement. Claude reviews the local model’s output for:
- Accuracy — does it reflect the actual code or project context?
- Voice — does it sound like a human, or does it read like a local LLM output?
- Completeness — are sections missing?
- Quality — grammar, clarity, flow
Phase 4: Output. Claude presents the refined draft with a short summary of what was changed and a confidence level.