specstar

Spec-driven authoring for SpecStar projects. Two-step pipeline — intent.md (user prose) → spec.md (structured β protocol) → _generated.py (declarative Python, runtime SSOT). Use when the user wants to add, modify, or regenerate spec-driven resources — e.g. "add a User resource", "I edited intent.md, regenerate", "/specstar", "/specstar regen", "spec.md and _generated.py drifted". Use whenever intent.md, spec.md, _generated.py, or spec.lock.json appear in the task. Do not use for runtime debugging of generated routes — that is the resource-manager / route-templates skill territory.

Build FastAPI REST APIs with SpecStar — spec-driven CRUD generation with built-in versioning, permissions, search, GraphQL, binary storage, schema migration, and message queue. Use this skill whenever the user works with SpecStar in Python, including defining data models (msgspec.Struct or Pydantic), configuring storage backends (Memory/Disk/S3/PostgreSQL), writing Query Builder (QB) expressions, using ResourceManager methods (create/get/update/delete/search/migrate/switch), setting up Schema migrations, adding route templates, creating custom create/update actions, handling events, processing async jobs with Job[T]/JobContext/DelayRetry, managing relationships with Ref/OnDelete, or building any FastAPI application powered by SpecStar. Also trigger when users ask about generating REST endpoints, building CRUD APIs, auto-generating API routes from models, data versioning or revision history, audit trails, soft delete and restore, file/binary/blob uploads, schema evolution or data migration, background job proc

Build React admin interfaces with SpecStar Web — a code generator that creates production-ready CRUD UIs from SpecStar FastAPI backends. Use this skill whenever the user is working with specstar-web-generator, customizing generated React apps, configuring resource fields or variants, using SpecStar hooks (useResourceList, useResourceDetail, useCreateResource), modifying field renderers, working with the resource registry, or building any React frontend that connects to an SpecStar API. Also use when the user mentions specstar-web, resourceCustomization, getResource, FieldVariant, generator init/generate/integrate, or Mantine components in an SpecStar context.