Agent skill

algorithm-visualizer

Generate visual representations of algorithm execution

Stars 514
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/algorithms-optimization/skills/algorithm-visualizer

SKILL.md

Algorithm Visualizer Skill

Purpose

Generate visual representations of algorithm execution to aid understanding, debugging, and explanation of algorithmic concepts.

Capabilities

  • Step-by-step execution visualization
  • Data structure state visualization
  • Graph algorithm animation
  • DP table visualization
  • Generate animated GIFs/videos
  • Interactive visualization generation
  • Tree and array state rendering

Target Processes

  • algorithm-implementation
  • dp-pattern-matching
  • graph-traversal
  • interview-problem-explanation

Visualization Types

  1. Array Operations: Sorting, searching, two-pointer techniques
  2. Tree Structures: Binary trees, BST operations, tree traversals
  3. Graph Algorithms: BFS, DFS, shortest paths, MST
  4. DP Tables: State transitions, optimal substructure
  5. Data Structures: Stack, queue, heap operations

Input Schema

json
{
  "type": "object",
  "properties": {
    "algorithm": { "type": "string" },
    "input": { "type": "object" },
    "format": {
      "type": "string",
      "enum": ["ascii", "svg", "gif", "html"]
    },
    "steps": { "type": "boolean", "default": true }
  },
  "required": ["algorithm", "input"]
}

Output Schema

json
{
  "type": "object",
  "properties": {
    "success": { "type": "boolean" },
    "visualization": { "type": "string" },
    "steps": { "type": "array" },
    "format": { "type": "string" }
  },
  "required": ["success"]
}

Integration

Can integrate with visualization libraries like Manim, D3.js, or generate ASCII art for terminal-based visualization.

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