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Guides

Connect compiled repository views to coding agents, then choose the smallest retrieval and planning surface that answers the task.

  • Serve context

    MCP Server

    Build a reusable manifest and expose the full tool set, with results gated by fresh, available repository views.

    Connect an MCP client →

  • Compose retrieval

    Agent skills

    Add bounded lexical, semantic, graph-navigation, and reranking skills to an agent runtime.

    Browse the skill surface →

  • Embed CodeNib

    Agent integrations

    Use the LocAgent and OrcaLoca adapters while preserving CodeNib's manifest and source-location contracts.

    Choose an integration →

  • Execute safely

    Isolated agent execution

    Run issue reproduction, edits, and tests through a provider-neutral, resource-bounded sandbox instead of the CodeNib service host.

    Design an isolated worker →

  • Reproduce a deployment

    Reference deployments

    Reproduce a tested local stack while keeping repository loading, retrieval, and generation measurements distinct.

    Choose a reference deployment →

Use the MCP Server for the standard agent-facing workflow. Reach for Agent Skills when you need to compose a custom runtime, use Isolated Agent Execution before running repository code, and start from a Reference Deployment when reproducing a complete local stack. The conceptual RAG Ops And Planner reference defines retrieval policy and planning boundaries.