AI Agent Skills

Helps the user design a lab workflow by asking questions, working through steps together, and writing the result to a plan.md file. Use when planning a new lab run, benc…

Interrogate a UX idea, requirement, flow, feature, or design direction before execution. Use when a designer asks to be challenged, wants assumptions exposed, wants a re…

Create a high-quality pull request description for UX-related implementation that explains why the change exists, what behavior changed, design-system usage, states, acc…

Visual design and aesthetic direction for frontend interfaces. Use when building web pages, landing pages, dashboards, Next.js server components, or application

Structured decision modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test conclusions, evidence, assumptions, alterna

Generate production-ready React/Next.js code from Figma designs. Instructs proper Figma MCP tool usage, component reuse strategies, and variant mapping. **CRITICAL: ALWA…

Automates macOS Messages (iMessage/SMS) via JXA with reliable service→buddy resolution. Use when asked to "automate iMessage", "send Messages via script", "JXA Messages…

Run a strict repository-native Spec programming loop that keeps requirements, owning decisions, implementation, tests, and current documentation consistent in one bounde…

Design and generate a compatible project from the Python Template component layers or presets. Use when choosing a workload, framework, AI providers, data engines, inter…

Create frontend work plan from design document with test skeleton generation.

Creates a reviewed Work Plan with value-filtered integration/E2E test skeletons. Use when planning implementation from a Design Doc.

Create and maintain repository-aware technical plans, implementation plans, refactor proposals, design drafts, and migration plans. Use when Codex is asked to investigat…

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-tes…

End-of-session adversarial review loop. Assemble the session's work into a role-assigned, self-contained brief, then run independent reviewers in parallel — an

Critique generated UI, copy, or code when the user requests a quality review of AI output.

Builds assessment instruments for university professors — pipeline Stage 3. 7-agent team covering test blueprints, exam/quiz/question-bank item writing, rubric design (a…