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Groundtruth – checks your AI coding agent's claims against the Git diff

Groundtruth is a deterministic Claude Code plugin that verifies an AI agent's reported completion against the actual git diff, catching false claims without using another LLM. It checks honesty, completeness, rule compliance, and security, providing a per-turn verdict card. It operates entirely locally and offline.

SourceHacker News AIAuthor: erapin_game
Groundtruth – checks your AI coding agent's claims against the Git diff
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • Groundtruth validates AI agent claims by comparing them to the git diff, deterministically.
  • It catches false 'done' reports, including missing test runs, placeholders, and rule violations.
  • No LLM reviewer needed; runs as a local hook without network or API calls.
  • Can be used in per-turn, pre-commit, and CI modes, with optional blocking.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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