documentation-drift

Portable, always-fresh docs for agents and humans. A Surface hub is a conformant OKF concept; Surface adds the freshness OKF leaves out - it fails the build when the code a doc describes changes. Deterministic, no LLM.

Docs that keep up with your product. Open source, checks every page against the app, drafts the fix.

A context-aware AI code review bot that acts like a Senior Engineer. Features 2-stage triage, documentation drift detection, and architectural enforcement.

Find the sentences in your docs that stopped being true. docsync binds documentation to the code, config and facts it describes, and `ds check` names every sentence whose code changed, moved or vanished, with the diff and the fix. Go CLI and library, MCP server for AI coding agents, LSP, GitHub Action, Hugo and Docusaurus.

Bind documentation claims to tiered code fingerprints. Catch stale CLAUDE.md, AGENTS.md and docs at write time inside Claude Code and Codex, with a tamper-evident history.

Generate docs from your code graph and docstrings, then gate them in CI so they can never go stale.

Finds documentation that no longer matches your code. Deterministic AST check for pull requests; no API key. TypeScript, JavaScript, Python.

Keeps documentation honest with the code it describes — four axes, one creed, prove it or drop it: a ride-along reflex flags drift, winnow certifies every claim in a deep pass, flourish crafts ugly-but-true docs to a gold standard, cultivate keeps the repo clean, and seed writes code-backed docs where none exist, only with the owner's approval.

A pi prompt template that keeps CLAUDE.md in sync with your codebase — generates it on first run, then audits drift and updates it surgically as your project evolves

🔍 AI-powered Code↔Docs Drift Detector and Security-first Auditing Pipeline built for the Anna Hackathon

Keeps architecture diagrams honest — binds D2 diagram nodes to real repo paths and fails CI when they diverge

Tracks documentation freshness vs code churn to identify outdated AI agent context

Detect verifiable documentation drift in TypeScript repositories.

Generate a CLAUDE.md where every line names the file it came from. No model, no network, no tokens.

GitHub Action that automatically flags stale documentation by detecting drift between code changes and project docs using LLMs.

Finds documentation that has quietly stopped being true - and reports what it could not determine. Drift detection + git-versioned architecture memory (OKF) for AI coding agents.

Rust CLI that finds drift between Claude skill prose and installed tool surfaces, and parks review-gated fix proposals.

Reads the promises a project makes to its customers and checks whether anything in the code keeps them.

Claude Code skill for architecture reviews, docs-to-code drift detection, and evidence-based technical debt analysis across 12 dimensions — scalability, extensibility, reliability, security, change safety, data architecture, observability, and more.

Evidence-backed documentation drift control for agentic repositories.