Guides¶
Connect compiled repository views to coding agents, then choose the smallest retrieval and planning surface that answers the task.
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Serve context
MCP Server
Build a reusable manifest and expose the full tool set, with results gated by fresh, available repository views.
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Compose retrieval
Agent skills
Add bounded lexical, semantic, graph-navigation, and reranking skills to an agent runtime.
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Embed CodeNib
Agent integrations
Use the LocAgent and OrcaLoca adapters while preserving CodeNib's manifest and source-location contracts.
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Plan a query
RAG ops and planner
Understand retrieval operators, query-aware path selection, fusion, expansion, and reranking boundaries.
Recommended path¶
Use the MCP Server for the standard agent-facing workflow. Reach for Agent Skills when you need to compose a custom runtime, and use the RAG Ops And Planner reference when changing query policy rather than wiring.