DevToolsAIDocumentation

AI Workflow Doc Guard

Keep specs and docs sane for developers who code with AI

Problem
When developing with AI, documents quickly become chaotic: AI stuffs implementation details into design docs, generates lengthy documents nobody reviews, and developers don't know which docs are necessary versus disposable, making specs useless.
Solution
A document structure guard: define responsibilities for design/specs/impl layers, automatically detect and flag out-of-bounds content (e.g., implementation details in design docs), generate concise summaries for human review, and periodically remind to archive stale docs.
Users
Indie developers and technical teams using AI coding assistants (Claude Code, Cursor, etc.).
MVP
Import project doc directories; rule+AI detection of doc type violations; one-click concise summaries; flag overly long or unreviewed docs and suggest archiving; generate doc health reports.
Revenue
Subscription based on project count or doc volume; team tier with shared rules and audit logs.
Why now
As AI coding tools become mainstream, document bloat and structural chaos are a new common pain point, yet there's no dedicated tool for 'governing AI-generated docs'—indie developers can validate quickly.

Source discussions · 1

  1. V2EX[程序员] 用 AI 开发,在 specs 里记的东西到底有哪些?0↑ 1
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