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AtlasRepo

I review NDAs for classmates, so I built a contract-risk scanner that never lets the contract leave your laptop

Описание и применение

ClauseGuard — локальный сканер рисков договоров, автоматически проверяющий NDA без загрузки файлов в облако, используя набор правил и локальную LLM.

Задача

Freelancers, students, and small studios need quick, low-cost NDA reviews without uploading sensitive contracts to third‑party services.

Результат

ClauseGuard catches all classic NDA traps with a rulebook and adds a local LLM pass for novel risks, running entirely offline with no third‑party dependencies.

Рабочий процесс

  • 1. Pull a local LLM (e.g., qwen3:4b) via ollama
  • 2. Clone the ClauseGuard repo
  • 3. Run clauseguard scan on a contract file
  • 4. (Optional) Use --no-llm for rule‑only pass
  • 5. Review the generated report (markdown or JSON)
  • 6. (Optional) Hand the contract to a human reviewer for final advice

Доказательства

ClauseGuard · risky_nda_zh.txt · 10 项发现 🔴 critical [rule] 无上限赔偿责任 — 乙方违反本协议的,应赔偿甲方因此遭受的全部损失…

On synthetic NDAs with planted traps, measured on my M-series MacBook: ... 9/9 caught with rulebook only, 9 (+0 new) with hybrid

The model that invented a quote. One run flagged a clause — with a quote that appears nowhere in the document.

  • Дата записи: 2026-10-13T07:55:58.639Z