Manage deprecation and migration of old systems, APIs, and features.
Build production-quality UIs with component architecture, state management, and layout discipline.
Manage git workflow practices: branching, committing, resolving conflicts, parallel streams.
Refine raw ideas into sharp, actionable concepts through divergent and convergent thinking.
Orchestrate multiple AI coding agents in parallel, pipeline, or swarm modes.
Decompose work into small, verifiable tasks with explicit acceptance criteria.
Generate new agent skills from a workflow description: SKILL.md with frontmatter, workflow, examples, and eval cases.
Create comprehensive specifications from user requests through research, critical analysis, and user alignment.
Use when editing a draft, checking for AI voice patterns, reviewing prose quality, running readability analysis, auditing consistency, or…
Evaluate solutions through multi-round debate between independent judges until consensus
Index and installer for the judgment toolkit — six procedure skills (/refute /door /gate /drift /altitude /premortem) and three mechanical…
Julia-based econometric and structural estimation for computationally intensive tasks.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including…
React and Next.js performance optimization guidelines from Vercel Engineering.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy.
Generate a self-contained session-handoff file so work can continue in a different AI tool with zero re-explaining.
Junip integration. Manage Persons, Organizations, Deals, Activities, Notes, Files and more. Use when the user wants to interact with Junip…
Comprehensive guidance for integrating Jupiter APIs (Ultra Swap, Lend, Perps, Trigger, Recurring, Tokens, Price, Portfolio, Prediction…
Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the…
For the purposes of case law, the local court: defines the norm, burden of proof and counter-argument; result: test product with risk and…