This skill generates a comprehensive set of Frequently Asked Questions (FAQs) from the course description, course content, learning graphs, concept lists, MicroSims, and glossary terms to help students understand common questions and prepare content for chatbot integration. Use this skill after course description, learning graph, glossary, and at least 30% of chapter content exist.
This skill generates interactive multiple-choice quizzes for each chapter of an intelligent textbook, with questions aligned to specific concepts from the learning graph and distributed across Bloom's Taxonomy cognitive levels to assess student understanding effectively. Use this skill after chapter content has been written and the learning graph exists.
Expert in visualizing and explaining braid theory, knot mathematics, and topological concepts for educational purposes. Use for creating interactive visualizations, explainer cards, step-wise animations, and translating abstract algebra into intuitive understanding. Activate on keywords: braid theory, knot visualization, σ notation, crossing diagrams, Yang-Baxter, topological education. NOT for general math tutoring, pure knot invariant computation, or non-educational knot theory research.
This skill standardizes MicroSim directories by validating structure, metadata, documentation, and required components against a comprehensive quality checklist. Use this when auditing or upgrading a MicroSim to ensure it meets all documentation and structural standards, including index.md formatting, metadata.json validation, iframe embeds, and p5.js editor links.
Expert trend analyst specializing in identifying emerging patterns, forecasting future developments, and strategic foresight. Masters trend detection, impact analysis, and scenario planning with focus on helping organizations anticipate and adapt to change.
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus on extracting meaningful insights from complex datasets to support evidence-based decisions.
Systematic problem-solving with Good Teacher mode (default). AI guides through questions, not answers - inspired by Polya's "How to Solve It". Use when user needs to: (1) Solve problems methodically, (2) Learn to think through challenges, (3) Develop problem-solving skills, (4) Find root cause of issues. Triggers: "problem", "solve", "stuck", "how do I", "figure out", "analyze", "debug", "decide", "แก้ปัญหา", "ช่วยคิด", "ติดปัญหา"
Comprehensive evaluation toolkit for analyzing Claude skills across security, quality, utility, and compliance dimensions. This skill should be used when users need to evaluate a skill before installation, review before publishing, or assess overall quality and safety. Performs 5-layer security analysis, validates structure and documentation, checks compliance with skill-creator guidelines, and generates markdown reports with scoring and recommendations.
Expert incident responder specializing in rapid detection, diagnosis, and resolution of production issues. Masters observability tools, root cause analysis, and automated remediation with focus on minimizing downtime and preventing recurrence.
Expert accessibility tester specializing in WCAG compliance, inclusive design, and universal access. Masters screen reader compatibility, keyboard navigation, and assistive technology integration with focus on creating barrier-free digital experiences.
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models. Use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructions that AI models can better understand and execute. This skill applies comprehensive prompt engineering best practices to enhance prompt quality, clarity, and effectiveness.
Guidelines for creating and organizing Claude Code skills for the ChainGraph project. Use when creating new skills, updating existing skills, or organizing the skill tree. Covers naming conventions, description writing, skill composition, and tree organization.
Interactive requirements discovery through Socratic dialogue and systematic exploration. Use when transforming ambiguous ideas into concrete specifications, validating concepts, or coordinating multi-persona analysis.
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error correlation, cascade prevention, and automated recovery strategies across multi-agent systems with focus on minimizing impact and learning from failures.
Explains difficult concepts using master teaching methodologies (Feynman, Socratic, Cognitive Load, Dual Coding). Use when user asks to explain a concept, "I don't understand X", ELI5 requests, "what is X", "how does X work".
Use when designing/modifying system architecture or evaluating technology choices. Enforces 7-section TodoWrite with 22+ items. Triggers: "design architecture", "system design", "architectural decision", "should we use [tech]", "compare [A] vs [B]", "add new service", "microservices", "database choice", "API design", "scale to [X] users", "infrastructure decision". If thinking ANY of these, USE THIS SKILL: "quick recommendation is fine", "obvious choice", "we already know the answer", "just need to pick one", "simple architecture question".
Challenge assumptions and probe reasoning using adversarial thinking. Use when asked to find weaknesses, challenge a design, identify edge cases, or stress-test an approach. Triggers on: "use critic mode", "challenge this", "find weaknesses", "what could go wrong", "critic", "devil's advocate", "poke holes", "stress test", "what am I missing", "5 whys". Read-only mode - questions and probes but doesn't provide solutions.
Provide clear explanations of code, concepts, and system behavior with educational clarity. Use when understanding code, learning concepts, or knowledge transfer.
A skill with broken cross-references
Standardizes and refactors other skills into the Antigravity skill format (separating scripts, examples, and resources).
Expert incident responder specializing in security and operational incident management. Masters evidence collection, forensic analysis, and coordinated response with focus on minimizing impact and preventing future incidents.
Security best practices and vulnerability prevention guidelines
Use when managing project uncertainty through structured risk tracking, identifying and assessing risks with probability×impact scoring (risk matrix), assigning risk owners and mitigation plans, tracking contingencies and triggers, monitoring risk evolution over project lifecycle, or when user mentions risk register, risk assessment, risk management, risk mitigation, probability-impact matrix, or asks "what could go wrong with this project?".
