collab

Design new agent skills using the 10-step Skill Design Loop (SDL). Use when creating reusable, portable agent capabilities with progressive disclosure, VOI-driven uncertainty management, and security hardening.

E2E testing workflow with test-first development rules. Covers new features (test-first), test modifications (progressive testing), and refactoring (iterative testing). Framework-agnostic with Playwright/Cypress/Jest examples.

Manage context efficiently in long conversations using progressive disclosure and tiered loading. Use when hitting context limits, working on large codebases, or optimizing token usage across multi-turn interactions.

Scaffold enterprise authentication and authorization patterns. Use when implementing JWT auth, role-based access control, realm-based permissions, or session management in web applications.

AI assistant layer for the Teslasoft harness. Reads pre-collected state from the Drone sidecar, surfaces alerts, answers ad-hoc queries, and replaces manual data collection in dashboard workflows.