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suhitanantula

LLV Helix Framework

visualize_system

Create a visual map of the LLV system's strategic flows, loops, and energy states using configurable rhythm display and time window for creative process analysis.

Instructions

Visualize the entire lines-loops-vibes system

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
show_rhythmsNoShow rhythm patterns
time_windowNoTime window to visualize (in beats)

Implementation Reference

  • Main handler for the visualize_system tool. Iterates over all lines, loops, and vibes data structures and builds a textual visualization string. Optionally includes rhythm patterns and a time-window rhythm diagram.
    visualizeSystem(args) {
      const { show_rhythms = true, time_window = 16 } = args;
    
      const lines = Array.from(this.lines.values());
      const loops = Array.from(this.loops.values());
      const vibes = Array.from(this.vibes.values());
    
      let visualization = '🎨 LINES-LOOPS-VIBES SYSTEM\n\n';
    
      if (lines.length > 0) {
        visualization += '〰️ LINES:\n';
        lines.forEach(line => {
          visualization += `  ${line.name}: ${line.from} → ${line.to}`;
          if (show_rhythms) visualization += ` [${line.rhythm}]`;
          visualization += '\n';
        });
        visualization += '\n';
      }
    
      if (loops.length > 0) {
        visualization += '🔄 LOOPS:\n';
        loops.forEach(loop => {
          visualization += `  ${loop.name}: ${loop.type}`;
          if (show_rhythms) visualization += ` [${loop.rhythm}]`;
          visualization += ` (${loop.iterations.length} iterations)\n`;
        });
        visualization += '\n';
      }
    
      if (vibes.length > 0) {
        visualization += '✨ VIBES:\n';
        vibes.forEach(vibe => {
          visualization += `  ${vibe.name}: ${vibe.energy} @ ${vibe.frequency}Hz`;
          if (show_rhythms) visualization += ` [${vibe.rhythm}]`;
          visualization += '\n';
        });
        visualization += '\n';
      }
    
      if (show_rhythms) {
        visualization += this.visualizeSystemRhythm(time_window);
      }
    
      return {
        content: [
          {
            type: 'text',
            text: visualization,
          },
        ],
      };
    }
  • Schema registration for the visualize_system tool, defining its name, description, and input parameters (show_rhythms boolean, time_window number).
    {
      name: 'visualize_system',
      description: 'Visualize the entire lines-loops-vibes system',
      inputSchema: {
        type: 'object',
        properties: {
          show_rhythms: {
            type: 'boolean',
            description: 'Show rhythm patterns',
            default: true,
          },
          time_window: {
            type: 'number',
            description: 'Time window to visualize (in beats)',
          },
        },
      },
  • index.js:349-358 (registration)
    Registration of visualize_system in the CallToolRequestSchema switch statement, dispatching to this.visualizeSystem(args).
        case 'visualize_system':
          return this.visualizeSystem(args);
        case 'save_data':
          return this.saveData(args);
        case 'load_data':
          return this.loadDataTool(args);
        default:
          throw new Error(`Unknown tool: ${name}`);
      }
    });
  • Helper method that generates an ASCII rhythm visualization showing beat patterns for Lines, Loops, and Vibes over a given time window.
    visualizeSystemRhythm(timeWindow) {
      let rhythm = '🎵 SYSTEM RHYTHM (next ' + timeWindow + ' beats):\n';
      rhythm += '┌' + '─'.repeat(timeWindow * 2) + '┐\n';
    
      const types = ['Lines', 'Loops', 'Vibes'];
      types.forEach(type => {
        rhythm += '│';
        for (let i = 0; i < timeWindow; i++) {
          rhythm += i % 4 === 0 ? '█ ' : '░ ';
        }
        rhythm += '│ ' + type + '\n';
      });
    
      rhythm += '└' + '─'.repeat(timeWindow * 2) + '┘\n';
      return rhythm;
    }
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden of behavioral disclosure. It does not state any side effects, permissions, or output characteristics, leaving the agent to guess what 'visualize' entails.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single short sentence, which is concise and front-loaded. However, the brevity sacrifices informativeness, preventing a perfect score.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no annotations, the description is too sparse. It fails to explain the output format, whether it's a visual representation or data, or any behavioral details beyond the bare minimum.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with each parameter having a description. The tool description adds no further meaning beyond the schema, so a baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Visualize' and the resource 'the entire lines-loops-vibes system', making the tool's purpose unambiguous. It also naturally distinguishes from sibling tools which are focused on creating or modifying components.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives. The description lacks explicit context for usage scenarios, exclusions, or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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