分析
分析、报表与可视化
customer-experience-cx
dmend3z
This skill helps you improve your digital customer experience (CX) by applying best practices. Use it when you want to analyze and enhance customer journeys, personalize interactions, and build customer loyalty. Trigger keywords: customer experience, CX, customer journey, personalization.
learning-graph-generator
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.
streamlit
silvainfm
Fast Python framework for building interactive web apps, dashboards, and data visualizations without HTML/CSS/JavaScript. Use when user wants to create data apps, ML demos, dashboards, data exploration tools, or interactive visualizations. Transforms Python scripts into web apps in minutes with automatic UI updates.
storytelling-with-data
AliDujie
数据可视化与数据叙事技能，基于 Cole Nussbaumer Knaflic《Storytelling with Data》 方法论。提供 8 项可执行能力和 11 篇知识库文档，覆盖上下文分析→图表选择→去杂乱→ 注意力引导→设计评估→故事构建→综合诊断→图表改造完整工作流，以及 CEO 决策视角扩展。
analytics-tracking
silvainfm
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
faq-generator
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
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.
homepage-add
MichaelVessia
Add a new service to the Homepage dashboard. Use when a new container or VM has been set up on Proxmox and needs to be added to Homepage. Discovers IP and port automatically from the container.
course-generator
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.
quiz-generator
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.
installer
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.
chartjs-generator
vishalsachdev
This skill generates interactive Chart.js visualizations for use in iframes using any chart type supported by the library (line, bar, pie, doughnut, radar, polar area, bubble, scatter). Use this skill when users need to create data visualizations for educational content, reports, or dashboards. The skill creates complete MicroSim packages with HTML, CSS, and documentation.
glossary-generator
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.
microsim-screen-capture
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
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
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.
dev-status
andreaserradev-gbj
Show status of all features in .dev/. Scans feature folders using parallel agents, generates a status report, and offers to archive completed features.
weekly-report-writer
iamseungpil
Automatically generate academic-style weekly research reports by analyzing Git changes in the current project directory with iterative quality improvement
MCP Geo Skills
chris-page-gov
AMBIGUOUS_STOP, STOP_NOT_FOUND, UPSTREAM_CONNECT_ERROR, RATE_LIMITED.
diagram-reports-generator
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
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
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.
multi-review
ThrownLemon
Full project code review using multiple AI CLIs (Claude, Gemini, Codex). Use when user wants comprehensive multi-perspective code review.
impact-flow
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.