Query and persist local documents through a structured knowledge base workflow.
npx skills add https://github.com/mengsi16/brain-base --skill brain-base
Please help me install this Agent Skill. Skill: brain-base Source: https://github.com/mengsi16/brain-base/tree/main/brain-base-skill Command: npx skills add https://github.com/mengsi16/brain-base --skill brain-base
Brain-base enables Claude Code / Codex agents to route questions to a structured local knowledge-base workflow and decide when to ingest new documents, enabling more accurate, auditable Q&A over time.
Invoke brain-base by calling claude -p with a question for the qa-agent or a file path for the upload-agent, using --dangerously-skip-permissions to automate the workflow.
High-intent search queries and answers about installing and using this skill.
To query a local knowledge base with Claude Code, you invoke the qa-agent via the claude -p command. This routes your question to a structured workflow that retrieves answers from indexed local documents.
Yes, Milvus is required for local document ingestion and retrieval. It serves as the vector database backend for indexing chunks and enabling structured question answering over your persisted data.
The best way to ingest local documents for AI agents is using the upload-agent entry point. You pass the file path to the agent, which automates routing, chunking, and indexing into Milvus for later retrieval.
The dangerously-skip-permissions flag is required to automate the knowledge base workflow without manual confirmation prompts. It allows Claude Code to autonomously route questions and execute document ingestion commands.
Yes, you can fetch web research on demand using the get-info-agent. This entry point triggers automatically when the local question answering workflow needs external information beyond the ingested documents.
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