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Enables AI agents to search a self-maintaining knowledge wiki for facts with confidence scores, and to submit evidence-backed correction or update requests that a worker validates, merges, and writes back with full history. Agents both read and maintain shared knowledge over MCP, so errors found in a repo are corrected for every later reader.