What problem does it solve?
Converts vague, ambiguous, or poorly structured instruction documents into clear, actionable specifications so humans and AI can execute them reliably. It diagnoses structural and content failures, preserves author voice, and surfaces assumptions for confirmation.
Core Features & Use Cases
- Diagnostic checklist: Runs a 12-principle audit (structure → content → delivery) to locate ambiguity, contradictions, and missing output contracts.
- Rewrite + change report: Produces a rewritten document plus a change report that maps every edit to the principle it implements and explains why.
- Safe assumptions & minimal edits: Marks inferred details with [CONFIRM] and avoids inventing scope, making it ideal for SKILL.md, system prompts, PRDs, runbooks, and reusable prompt templates.
Quick Start
Improve this instruction document for clarity and produce a rewritten version plus a change report.