Analytics
Data analysis and visualization
browser-app-creator
by jackspace
Creates complete single-file HTML/CSS/JS web apps with localStorage persistence, ADHD-optimized UI (60px+ buttons), dark mode, and offline functionality. Use when user says "create app", "build tool", "make dashboard", or requests any browser-based interface.
learning-graph-generator
by vishalsachdev
Generates a comprehensive learning graph from a course description, including 200 concepts with dependencies, taxonomy categorization, and quality validation reports. Use this when the user wants to create a structured knowledge graph for educational content.
executing-plans
by jtsang4
Use when you have a written implementation plan to execute in a separate session with review checkpoints
trading-simulator
by Siyebai
工业级杀手锏交易系统(V6.3)；当用户需要策略回测、风险模型验证、多策略组合优化、高频交易模拟、交易复盘分析、系统健康评估、自适应阈值优化、风控联动、智能调度时使用
rsc-composition-patterns
by Agentient
React Server Components architecture patterns for Next.js 14+ with server-first development. PROACTIVELY activate for: (1) deciding Server vs Client Component boundaries, (2) composing components with 'use client', (3) managing interactivity patterns. Triggers: "server component", "client component", "'use client'"
faq-generator
by vishalsachdev
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.
install-learning-graph-viewer
by vishalsachdev
This skill installs an interactive learning graph viewer application into an intelligent textbook project. Use this skill when working with a textbook that has a learning-graph.json file and needs a visual, interactive graph exploration tool with search, filtering, and statistics capabilities.
course-generator
by vishalsachdev
Convert a course outline into a fully fleshed out intelligent textbook. Use when: (1) User provides a URL containing a course outline/syllabus (2) User asks to "generate a course" or "create a textbook" from an outline (3) User wants to expand a course description into full learning materials Generates: learning graph, chapter structure, MicroSim specifications, quizzes, glossary, and FAQ following the intelligent textbooks framework and evidence-based learning design principles.
data-analyst
by k1lgor
Use this for exploratory data analysis (EDA), generating visualizations, finding trends, and deriving insights from datasets using Python (Pandas/Seaborn/Plotly) or SQL.
quiz-generator
by vishalsachdev
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.
pentest-evidence-structuring-report-synthesis
by crtvrffnrt
"Security assessment skill for structuring evidence, deduplicating findings, and producing decision-ready security reports. Use when prompts include write report, consolidate findings, severity ranking, remediation guidance, executive summary, or technical appendix generation. Do not use for live exploit execution, reconnaissance, or payload experimentation tasks."
installer
by vishalsachdev
Installs and configures project infrastructure including MkDocs Material intelligent textbook templates, learning graph viewers, and skill tracking systems. Routes to the appropriate installation guide based on what the user needs to set up.
glossary-generator
by vishalsachdev
This skill automatically generates a comprehensive glossary of terms from a learning graph's concept list, ensuring each definition follows ISO 11179 metadata registry standards (precise, concise, distinct, non-circular, and free of business rules). Use this skill when creating a glossary for an intelligent textbook after the learning graph concept list has been finalized.
pentest-business-logic-abuse
by crtvrffnrt
"Security assessment skill for business workflow abuse, state-machine manipulation, and control-plane logic flaws. Use when prompts include workflow bypass, race condition, replay, quota abuse, order-of-operations flaws, delegated execution abuse, or unauthorized state transitions. Do not use for pure input injection fuzzing, broad recon, or standalone report formatting tasks."
microsim-screen-capture
by vishalsachdev
This skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use this skill when working with MicroSims that need preview images for social media sharing, documentation, or quality assessment. The skill handles JavaScript-heavy visualizations that require proper rendering time and external CDN resources.
tabctl
by ekroon
Manage and analyze Edge tabs and groups with tabctl. Use when asked to list, search, analyze stale or duplicate tabs, generate reports, or organize tabs. Prefer read-only commands and only run mutating actions with explicit targets and confirmation.
book-metrics-generator
by vishalsachdev
This skill generates comprehensive metrics reports for intelligent textbooks built with MkDocs Material, analyzing chapters, concepts, glossary terms, FAQs, quiz questions, diagrams, equations, MicroSims, word counts, and links. Use this skill when working with an intelligent textbook project that needs quantitative analysis of its content, typically after significant content development or for project status reporting. The skill creates two markdown files - book-metrics.md with overall statistics and chapter-metrics.md with per-chapter breakdowns - in the docs/learning-graph/ directory.
diagram-reports-generator
by vishalsachdev
This skill generates comprehensive diagram and MicroSim reports for the geometry course by analyzing chapter markdown files and creating table and detail reports. Use this skill when working with an intelligent textbook (specifically geometry-course) that needs updated visualization of all diagrams and MicroSims across chapters, including their status, difficulty, Bloom's Taxonomy levels, and UI complexity.
course-description-analyzer
by vishalsachdev
This skill analyzes or creates course descriptions for intelligent textbooks by checking for completeness of required elements (title, audience, prerequisites, topics, Bloom's Taxonomy outcomes) and providing quality scores with improvement suggestions. Use this skill when working with course descriptions in /docs/course-description.md that need validation or creation for learning graph generation.
bubble-chart-generator
by vishalsachdev
This skill generates interactive Chart.js bubble chart visualizations for priority matrices and multi-dimensional data analysis. Use this skill when users need to create scatter plots with variable bubble sizes, particularly for 2x2 priority matrices (Impact vs Effort, Risk vs Value, etc.), portfolio analysis, or any visualization comparing items across two dimensions with a third dimension represented by size. The skill creates a complete MicroSim package with HTML, CSS, and documentation.
pentest-exploit-execution-payload-control
by crtvrffnrt
"Security assessment skill for deterministic exploit execution from validated primitives. Use when prompts include exploit implementation, payload hardening, chaining confirmed weaknesses, post-exploitation proof, or controlled impact demonstration. Do not use for early-stage reconnaissance, speculative hypothesis generation, or report-only requests."
multi-review
by ThrownLemon
Full project code review using multiple AI CLIs (Claude, Gemini, Codex). Use when user wants comprehensive multi-perspective code review.
report
by leesama
将 Git 提交自动整理为日报/周报/月报，并输出“原始 JSON + 优化 JSON + Word”。适用于“生成日报/周报/月报”“从提交记录生成汇报材料”“把报告渲染成 Word”等需求。
impact-flow
by swannysec
Codebase flow analysis for dependency visualization, impact assessment, and health scoring. Use PROACTIVELY when users need: (1) Dependency/import analysis ("what imports this?", "dependency graph", "module relationships") (2) Blast radius/impact analysis ("if I change X", "what's affected", "impact of modifying") (3) Code health scoring ("codebase health", "health grade", "technical debt score") (4) Execution flow tracing ("trace through", "call path", "how does data flow") (5) Dead code detection ("unused exports", "safe to delete", "orphan code") (6) Comprehensive analysis ("full analysis", "analyze this codebase") Triggers: "impact-flow", "impact flow", "dependency graph", "blast radius", "impact analysis", "health score", "what depends on", "call graph", "trace execution", "dead code", "module dependencies" NOTE: For security scanning, defer to security-sentinel. For design patterns, defer to pattern-recognition-specialist. For architecture compliance, defer to architecture-strategist.