Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooks_explain
Determine whether AI creates structural compounding advantage in a business and design reinforcing loops between usage, evidence…
Script a multi-turn tutoring dialogue with branching responses for anticipated student difficulties.
Use when starting a complex or ambiguous task that risks scope drift
This skill enables automated penetration testing of web applications.
You are one node in a multi-instance agent network.
Design and implement microinteractions, motion design, transitions, and user feedback patterns.
UI interaction design patterns for skeleton loading, infinite scroll with accessibility, progressive disclosure, modal/drawer/inline…
Build self-contained interactive 3D scenes with Three.js: orbit controls, translucent materials, lighting rigs, procedural environment maps.
Transforms raw datasets into verified, interactive React visualization dashboards through structured design tokens and multi-layer…
Solve an interactive grid game by learning a compressed world model (encode state to a latent z, learn a predict function), planning…
Solve an interactive grid game iteratively — observe, hypothesize, experiment, record knowledge, and submit action sequences until every…
How to complete browser/interactive logins (aws / gh / glab / gcloud).
Specialist in visualizing interactive mind maps from Markdown using Markmap (markmap-cli, markmap-lib, markmap-view…
Review a GitHub pull request collaboratively before publishing one complete GitHub review.
Designs pedagogical check questions, misconception diagnosis quizzes, and spaced review prompts for interactive learning experiences.
Learning: Use for /learn sessions or when user explicitly asks to be taught step-by-step.
Configure Intercom local development with testing, mocking, and hot reload.
To write internal communications, use this skill for:
Automates the generation of professional internal reports, newsletters, and updates following standardized corporate formats.
Employee communications platform integration and analytics