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MicroSim Matcher

Deprecated - Functionality Integrated into microsim-generator

The MicroSim Matcher functionality has been integrated into the microsim-generator meta-skill. You no longer need to invoke a separate matching skill - simply describe your visualization needs and the microsim-generator will automatically route to the appropriate generator.

Current Status

As of the meta-skill consolidation, MicroSim matching is now automatic. When you invoke microsim-generator or describe a visualization request, the skill:

  1. Analyzes your request for trigger keywords
  2. Matches against all 13 available generators
  3. Routes to the best-fit generator automatically
  4. For ambiguous requests, presents ranked options with scores

How to Use (Updated Workflow)

Instead of: 

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1. Invoke microsim-matcher
2. Get recommendations
3. Invoke recommended generator

Simply: 

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1. Describe your visualization need
2. microsim-generator routes automatically

Routing Decision Tree

The integrated routing logic uses this decision tree:

Trigger Keywords Routes To
timeline, dates, chronological, events, history timeline-guide
map, geographic, coordinates, latitude, longitude map-guide
function, f(x), equation, plot, calculus, sine plotly-guide
network, nodes, edges, graph, dependencies, concept map vis-network-guide
causal, feedback, loop, systems thinking, reinforcing causal-loop-guide
flowchart, workflow, process, state machine, UML mermaid-guide
venn, sets, overlap, intersection, union venn-guide
bubble, priority, matrix, quadrant, impact vs effort bubble-guide
chart, bar, line, pie, doughnut, radar, statistics chartjs-guide
comparison, table, ratings, stars, side-by-side comparison-table-guide
celebration, particles, confetti, effects, reward celebration-guide
simulation, animation, physics, bouncing, custom, p5.js p5-guide

Handling Ambiguous Requests

When a request matches multiple generators, microsim-generator:

  1. Scores the top 3 candidates (0-100 scale)
  2. Presents options with reasoning: 
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    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?
  3. Proceeds with user's selection

Common Ambiguities Resolved

Ambiguous Term Clarification
"graph" Chart (ChartJS) vs Network graph (vis-network)
"diagram" Structural (Mermaid) vs Network (vis-network) vs Custom (p5)
"map" Geographic (Leaflet) vs Concept map (vis-network)
"visualization" Depends on data type and interaction needs

Available Generators (13 Total)

The routing logic evaluates matches against:

Generator Library Best For
p5-guide p5.js Custom simulations, physics, animations
chartjs-guide Chart.js Bar, line, pie, doughnut, radar charts
comparison-table-guide Custom Side-by-side comparisons with ratings
mermaid-guide Mermaid.js Flowcharts, workflows, UML diagrams
vis-network-guide vis-network Network graphs, concept maps
causal-loop-guide vis-network Systems thinking, feedback loops
plotly-guide Plotly.js Mathematical function plots
timeline-guide vis-timeline Chronological events, history
map-guide Leaflet.js Geographic data, locations
venn-guide Custom Set relationships (2-4 sets)
bubble-guide Chart.js Priority matrices, quadrants
celebration-guide p5.js Particle effects, visual feedback

Scoring Criteria

The integrated matcher evaluates:

  • Data Type Match: Categorical, numerical, temporal, spatial, relational
  • Interactivity Requirements: Static, animated, user-controlled
  • Visual Complexity: Simple shapes to complex multi-element visualizations
  • Layout Needs: Fixed, responsive, zoomable, scrollable
  • Special Features: Tooltips, legends, export, real-time updates

See Also

Historical Note

The standalone microsim-matcher skill existed prior to the meta-skill consolidation (November 2024). It was merged into microsim-generator to:

  • Reduce the number of skills (staying under the 30-skill limit)
  • Provide seamless routing without extra invocation steps
  • Centralize MicroSim creation logic in one meta-skill