Name: Anima Performance Tuning
Author: jeremylongshore

Performance Targets

Operation	Target	Notes
Single component generation	< 10s	Depends on complexity
Batch (10 components)	< 2 min	With rate limit delays
Cache hit	< 10ms	File-based cache
Full design system (50 components)	< 15 min	Sequential with 6s delays

Instructions

Step 1: File-Based Generation Cache

// src/performance/cache.ts
import crypto from 'crypto';
import fs from 'fs';

class GenerationCache {
  private dir: string;

  constructor(cacheDir = '.anima-cache') {
    this.dir = cacheDir;
    fs.mkdirSync(cacheDir, { recursive: true });
  }

  private hash(fileKey: string, nodeId: string, settings: any): string {
    return crypto.createHash('md5').update(`${fileKey}:${nodeId}:${JSON.stringify(settings)}`).digest('hex');
  }

  async getOrGenerate(
    anima: any,
    params: any,
    maxAgeMs: number = 3600000, // 1 hour
  ): Promise<any> {
    const key = this.hash(params.fileKey, params.nodesId[0], params.settings);
    const path = `${this.dir}/${key}.json`;

    if (fs.existsSync(path)) {
      const stat = fs.statSync(path);
      if (Date.now() - stat.mtimeMs < maxAgeMs) {
        return JSON.parse(fs.readFileSync(path, 'utf8'));
      }
    }

    const result = await anima.generateCode(params);
    fs.writeFileSync(path, JSON.stringify(result));
    return result;
  }

  clearOlderThan(maxAgeMs: number): number {
    let cleared = 0;
    for (const file of fs.readdirSync(this.dir)) {
      const path = `${this.dir}/${file}`;
      if (Date.now() - fs.statSync(path).mtimeMs > maxAgeMs) {
        fs.unlinkSync(path);
        cleared++;
      }
    }
    return cleared;
  }
}

export { GenerationCache };

Anima Performance Tuning

Anima Performance Tuning

Performance Targets

Instructions

Step 1: File-Based Generation Cache

Step 2: Incremental Generation (Only Changed Components)

Step 3: Output Size Optimization

Output

Resources

Next Steps

Pytorch Patterns

Regex Vs Llm Structured Text

Effect

Flags

WPF to WinUI 3 Migration Skill

At Dispatch V2