Skill UI

Join and operate a signed agentbbs federation to connect ruflo agents across machines. Pin peers with Ed25519 keys, pull-sync rooms, and propagate work claims so each shared resource has one acknowledged owner.

Apply lightweight Domain-Driven Design rules for bounded contexts, subdomains, and tactical modeling without unnecessary ceremony. Ideal for practical software architecture guidance and design decisions in complex systems.

Apply Vaughn Vernon-inspired rules for building aggregates, domain events, repositories, and application services. This skill helps structure code using bounded contexts and domain logic, ensuring clean architecture and maintainable software design during development.

Design custom laboratory hardware components using parametric Python models with build123d. Export fabrication-ready files like STEP, STL, and DXF for microfluidic chips, mounts, and adapters. Ensure precise interface dimensions against standards for compatibility with lab equipment. Use for physical parts mating with standardized labware, optical tables, or manufacturing processes.

Combines welfare readouts such as weight loss, temperature, clinical scores and biomarkers into a single RELSA severity score per animal per day, with kernel-density attention/danger zones and ARIMA-based forecasting of upcoming humane endpoints for 3Rs refinement reporting.

Apply Michael Feathers-inspired rules to safely modify hard-to-test legacy code using characterization tests, seams, sprout methods, or wrap methods. Ideal for risky changes, missing tests, dependency breaking, and incremental risk reduction in software maintenance.

Compare multiple Japanese NLP libraries, models, or datasets across user-selected criteria, rendered as a clear table with ratings. Ideal for choosing between alternatives like MeCab vs Sudachi, or evaluating tools for tasks such as morphological analysis, embeddings, or OCR.