What problem does it solve?
Dispatch reduces friction when a task is under-specified, tooling is missing, or work must be routed between deterministic code and agent/LLM development by discovering missing skills and MCP servers, expanding lazy prompts into actionable specs, and selecting the correct pipeline for execution.
Core Features & Use Cases
- Skill & MCP Discovery: Automatically search for and install missing skills and MCP servers required to complete a task.
- Lazy Prompt Expansion: Turn vague requests into concrete, testable requirements and detect whether work is deterministic, agent-driven, or hybrid.
- Pipeline Routing: Route work to appropriate pipeline skills such as $tdd (standard or eval mode), $cove, $ralph-loop, and $pr-triage; create missing project configuration when warranted.
- Use Case: Turn "build an intent classifier" into a full specification, install necessary MCPs and skills, flag it as agent work for eval-driven TDD, and route to the correct downstream pipelines.
Quick Start
Use dispatch to expand "build an appointment-booking chatbot," detect that it's a hybrid task, install any missing skills or MCP servers, and route it to the appropriate pipeline.