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Lists published workflow graph components.

Returns full details for a single workflow graph component by id.

Lists workflow graph edges (relations between components).

Returns full details for a single workflow graph edge by id.

Returns the recommended technology stack for an AI workflow, with opinionated defaults and when-to-upgrade guidance.

Lists all known golden-path workflow routes in the registry.

Returns full details for a single golden-path workflow route by id.

Proposes a candidate AI workflow route by matching your goal to graph components, adding required dependencies and safety gates, ordering steps, and scoring the result.

Returns a golden-path playbook from the workflow graph registry by id or workflow type.

Returns documentation and source references relevant to a playbook, route, set of components, or framework/topic from the workflow graph registry and the internal docs-index.

The main user-facing architecture recommendation tool.

Deterministic safety checker for AI workflow designs.

One-call workflow planner.

The 'ship' step after plan_workflow: capture an evaluation of a COMPLETED workflow setup.

Returns a plain-language, operator-friendly explanation of a single workflow component — what it does, what it needs, what it produces, which other steps it connects to, and what can go wrong.

Deterministic, read-only gate for the playbook factory.

Takes a plan_workflow result and emits a provenance-tagged Build Brief — a self-contained handoff document (§0 Constraints → §9 Observability wiring) ready to paste into an IDE agent prompt, a Linear issue, or an Obsidian note.

Returns the server name, version, a summary of loaded registry entities (components, edges, stacks, routes, playbooks), and a build fingerprint.