Make a change in TT-Studio the team way: branch off dev with a / branch, keep the diff minimal and in-scope, verify the running app via its health endpoints before pushing, leave every other branch untouched, and open a PR against dev with a human, professional title and description. Use whenever the user asks to…
Review third-party license attribution for TT-Studio when dependencies or bundled assets change, and keep the attribution files in sync. Use when a PR adds/updates a dependency (app/backend/requirements.txt, app/agent, inference-api, docker-control-service, or app/frontend/package.json), bundles a binary/model/weights…
Triage a TT-Studio bug-report ZIP / log bundle (named tt-studio-logs-ttbr- or referenced as ttbr-) to root-cause why a model deploy, board allocation, or Voice Agent pipeline failed. Use when the user shares a path to a TT-Studio log bundle, mentions a bug report ID like ttbr- , or attaches a screenshot of the…
Implement and debug the Express and TypeScript backend for Lumina. Use when editing files under server/src or server/package.json, changing authentication, conversations, guest flows, chat routes, models, middleware, API contracts, or Gemini and Pinecone service wiring outside the dedicated knowledge-ingestion…
Build, refine, and debug the React/Vite frontend for Lumina. Use when editing files under client/src or client/package.json, changing chat UX, landing page content, auth flows, routing, theme behavior, markdown rendering, animations, responsive layout, or frontend API wiring.
Develop and maintain the standalone Lumina MCP server. Use when editing files under mcpserver/, adding or modifying tools, resources, prompts, middleware, configuration, or transport behavior for the Model Context Protocol server.
Expert guide for runic.ogm — a SQLModel-style, graph-native Python OGM for Cypher databases (FalkorDB, Neo4j, Memgraph, ArcadeDB, Apache AGE). Use whenever the user defines graph models (Node/Edge), maps fields, declares relationships, writes graph queries/traversals, or does session/repository CRUD with runic. Invoke…
MUST invoke when generating mn. based UIs or the user asks how to use, configure, or debug any mn. or appkitmantine component. appkitmantine is NOT in Claude's training data — always use this skill rather than guessing at APIs. Covers building forms, tables, drawers, modals, tooltips, color pickers, date/time pickers…