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microsim-generator

Creates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). Analyzes user requirements to route to the appropriate visualization type and generates complete MicroSim packages with HTML, JavaScript, CSS, documentation, and metadata.

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ynulihao/AgentSkillOS
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2026년 1월 25일 16:59
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SKILL.md
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name
microsim-generator
description
Creates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). Analyzes user requirements to route to the appropriate visualization type and generates complete MicroSim packages with HTML, JavaScript, CSS, documentation, and metadata.
# MicroSim Generator ## Overview This meta-skill routes MicroSim creation requests to the appropriate specialized generator based on visualization requirements. It consolidates 13 individual MicroSim generator skills into a single entry point with on-demand loading of specific implementation guides. ## When to Use This Skill Use this skill when users request: - Interactive educational visualizations - Data visualizations (charts, graphs, plots) - Timelines or chronological displays - Geographic/map visualizations - Network diagrams or concept maps - Flowcharts or workflow diagrams - Mathematical function plots - Set diagrams (Venn) - Priority matrices or bubble charts - Custom simulations or animations - Comparison tables with ratings ## Step 1: Analyze Request and Match Generator Scan the user's request for trigger keywords and match to the appropriate generator guide. ### Quick Reference Routing Table | Trigger Keywords | Guide File | Library | |------------------|------------|---------| | timeline, dates, chronological, events, history, schedule, milestones | `references/timeline-guide.md` | vis-timeline | | map, geographic, coordinates, latitude, longitude, locations, markers | `references/map-guide.md` | Leaflet.js | | function, f(x), equation, plot, calculus, sine, cosine, polynomial | `references/plotly-guide.md` | Plotly.js | | network, nodes, edges, graph, dependencies, concept map, knowledge graph | `references/vis-network-guide.md` | vis-network | | flowchart, workflow, process, state machine, UML, sequence diagram | `references/mermaid-guide.md` | Mermaid.js | | venn, sets, overlap, intersection, union, categories | `references/venn-guide.md` | Custom | | chart, bar, line, pie, doughnut, radar, statistics, data | `references/chartjs-guide.md` | Chart.js | | bubble, priority, matrix, quadrant, impact vs effort, risk vs value | `references/bubble-guide.md` | Chart.js | | causal, feedback, loop, systems thinking, reinforcing, balancing | `references/causal-loop-guide.md` | vis-network | | comparison, table, ratings, stars, side-by-side, features | `references/comparison-table-guide.md` | Custom | | animation, celebration, particles, confetti, effects | `references/celebration-guide.md` | p5.js | | custom, simulation, physics, interactive, bouncing, movement, p5.js | `references/p5-guide.md` | p5.js | ### Decision Tree ``` Has dates/timeline/chronological events? → YES: timeline-guide.md Has geographic coordinates/locations? → YES: map-guide.md Mathematical function f(x) or equation? → YES: plotly-guide.md Nodes and edges/network relationships? → YES: vis-network-guide.md (or causal-loop-guide.md if systems thinking) Flowchart/workflow/process diagram? → YES: mermaid-guide.md Sets with overlaps (2-4 categories)? → YES: venn-guide.md Priority matrix/2x2 quadrant/multi-dimensional? → YES: bubble-guide.md Standard chart (bar/line/pie/radar)? → YES: chartjs-guide.md Comparison table with ratings/stars? → YES: comparison-table-guide.md Celebration/particles/visual feedback? → YES: celebration-guide.md Custom simulation/animation/physics? → YES: p5-guide.md ``` ## Step 2: Load the Matched Guide Once you identify the best generator, **read the corresponding guide file** from the `references/` directory and follow its workflow. Example: - User asks for "a timeline showing the history of Unix" - Match: `timeline` keyword → Load `references/timeline-guide.md` - Follow the timeline-guide.md workflow ## Step 3: Execute Generator Workflow Each guide contains: 1. Library-specific requirements 2. Directory structure to create 3. Step-by-step implementation workflow 4. Code templates and patterns 5. Best practices for that visualization type ## Handling Ambiguous Requests If the request could match multiple generators: 1. **Read `references/routing-criteria.md`** for detailed scoring methodology 2. **Score top 3 candidates** using the 0-100 scale 3. **Present options to user** with reasoning: ``` Based on your request, I recommend: 1. [Generator A] (Score: 85) - Best for [reason] 2. [Generator B] (Score: 70) - Alternative if you need [feature] 3. [Generator C] (Score: 55) - Possible if [condition] Which would you prefer? ``` 4. **Proceed with user's selection** ## Common Ambiguities | Ambiguous Term | Clarification Needed | |----------------|---------------------| | "graph" | Chart (ChartJS) or Network graph (vis-network)? | | "diagram" | Structural (Mermaid), Network (vis-network), or Custom (p5)? | | "map" | Geographic (Leaflet) or Concept map (vis-network)? | | "visualization" | What type of data? What interaction needed? | ## Available Generators ### Primary Generators | Generator | Library | Best For | |-----------|---------|----------| | p5-guide | p5.js | Custom simulations, physics, animations | | chartjs-guide | Chart.js | Bar, line, pie, doughnut, radar charts | | timeline-guide | vis-timeline | Chronological events, history, schedules | | map-guide | Leaflet.js | Geographic data, locations, routes | | vis-network-guide | vis-network | Network graphs, dependencies, concept maps | | mermaid-guide | Mermaid.js | Flowcharts, workflows, UML diagrams | | plotly-guide | Plotly.js | Mathematical function plots | | venn-guide | Custom | Set relationships (2-4 sets) | | bubble-guide | Chart.js | Priority matrices, multi-dimensional data | | causal-loop-guide | vis-network | Systems thinking, feedback loops | | comparison-table-guide | Custom | Side-by-side comparisons with ratings | | celebration-guide | p5.js | Particle effects, visual feedback | ### Shared Standards All MicroSims follow these standards regardless of generator: **Directory Structure:** ``` docs/sims/<microsim-name>/ ├── main.html # Main visualization file ├── index.md # Documentation page ├── *.js or *.css # Supporting files └── metadata.json # Dublin Core metadata (optional) ``` **Integration:** - Embedded via iframe in MkDocs pages - Width-responsive design - Non-scrolling iframe container - Standard height: drawHeight + controlHeight + 2px **Quality Checklist:** - [ ] Runs without errors in modern browsers - [ ] Responsive to container width - [ ] Controls respond immediately - [ ] Educational purpose is clear - [ ] Code is well-commented ## Examples ### Example 1: Timeline Request **User:** "Create a timeline showing key events in computer history" **Routing:** Keywords "timeline", "events", "history" → `references/timeline-guide.md` **Action:** Read timeline-guide.md and follow its workflow ### Example 2: Chart Request **User:** "Make a bar chart comparing programming language popularity" **Routing:** Keywords "bar chart", "comparing" → `references/chartjs-guide.md` **Action:** Read chartjs-guide.md and follow its workflow ### Example 3: Custom Simulation **User:** "Build an interactive bouncing ball simulation" **Routing:** Keywords "interactive", "bouncing", "simulation" → `references/p5-guide.md` **Action:** Read p5-guide.md and follow its workflow ### Example 4: Ambiguous Request **User:** "Create a graph of our project dependencies" **Routing:** "graph" + "dependencies" suggests network → `references/vis-network-guide.md` **Action:** Read vis-network-guide.md (but clarify if user meant a chart) ## Reference Files For detailed information, consult: - `references/routing-criteria.md` - Complete scoring methodology for all generators - `references/<generator>-guide.md` - Specific implementation guide for each generator - `assets/templates/` - Shared templates and patterns ## mkdocs.yml Integration After creating a MicroSim, add it to the site navigation: ```yaml nav: - MicroSims: - List of MicroSims: sims/index.md - Existing Sim: sims/existing-sim/index.md - New MicroSim: sims/new-microsim-name/index.md # Add here ```
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