What problem does it solve?
Guides co-authoring of documentation so the final draft is coherent for readers, not just for the author, by iteratively gathering context, structuring content, and validating clarity with reader-style testing.
Core Features & Use Cases
- Context Gathering with Clarifying Questions: Collects essential meta-context (audience, template/format, impact, constraints) and supports info-dumps to close knowledge gaps before drafting.
- Refinement & Structure in Iterations: Breaks the document into sections, then brainstorms, curates, drafts, and surgically refines each section based on user decisions.
- Reader Testing (Fresh Perspective): Predicts likely reader questions and (when possible) tests the draft with a fresh Claude/no-context approach to catch ambiguity and missing assumptions.
- Use Cases: Writing PRDs, design docs, RFCs, decision docs, proposals, and other structured technical or organizational writing where context transfer and clarity are critical.
Quick Start
Say: “I want help co-authoring a design doc—start with Stage 1: Context Gathering—ask me the initial questions.”