Robotics1025

Development skill for the Clean Architecture Download Manager project (open source, local desktop app). Use this skill whenever working on any part of this project including: domain entities, use cases, FastAPI API routes, SQLite schema or Alembic migrations, segment workers, file merger, progress service, WebSocket events, Electron shell or preload scripts, React UI components, browser extension (Manifest V3), queue/scheduler logic, retry/checksum policies, security controls, or testing any of the above. Trigger this skill for any code generation, code review, debugging, or architecture question related to this download manager.

Deep context on the Uganda Integrated Care Intelligence System (UGICIS) notebook. Covers structure, section flow, variable names, modelling conventions, leakage-safe track, domain rules, and the lecturer's exact cell-structure style. Use whenever working on UGICIS.ipynb, adding new sections, debugging cells, extending models, or interpreting results.