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Citations and review gates

Keeping an agent’s writes honest: answers that cite the pages they came from, and writes a person approves first.

2 repos

vouch on GitHub (opens in a new tab)by vouchdev
GitHub’s description: A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.
- Citations and review gates
- LLM wiki (the Karpathy pattern)
65 starsPythonMIT licenceLast push Aug 23, 2026Added Oct 30, 2026via @imryven
karpathy-llm-wiki on GitHub (opens in a new tab)by Astro-Han
GitHub’s description: Agent Skills-compatible LLM wiki for Claude Code, Cursor, and Codex. Build a Karpathy-style knowledge base from raw sources, citations, and linting.
Same pattern as second-brain-os
2.6k starsPythonMIT licenceLast push Jul 23, 2026Added Oct 30, 2026via @imryven