Intake Pipeline

The intake pipeline transforms a PRD (Product Requirements Document) into a fully decomposed task breakdown with agent-specific prompts, documentation, tool manifests, and security remediation plans. It runs as a set of Lobster workflow YAML files orchestrated by pipeline.lobster.yaml.

Pipeline Architecture

Top-Level Orchestrator: pipeline.lobster.yaml

load-config ─┬─> setup-repo
             ├─> create-linear-project
             ├─> build-infra-context
             ├─> discover-tools          ← NEW: live MCP tool discovery
             ├─> codebase-analysis       (conditional: include_codebase=true)
             └─> deliberation            (conditional: deliberate=true)
                      │
                      ▼
                   intake               ← intake.lobster.yaml