← ClaudeAtlas

code-execution-helperlisted

Guide for using code execution capabilities to perform parallel batch processing, conditional filtering, and data aggregation. This skill should be used when agents need to analyze multiple files efficiently, validate large result sets, aggregate data from multiple sources, or reduce token consumption through execution-based filtering. Provides reusable templates for quota-aware workflows, error handling patterns, and token-efficient data processing.
davidmatousek/tachi · ★ 75 · AI & Automation · score 82
Install: claude install-skill davidmatousek/tachi
# Code Execution Helper This skill provides guidance for using code execution capabilities efficiently in Claude Code workflow agents. Code execution enables agents to perform parallel batch processing, conditional filtering, and data aggregation while dramatically reducing token consumption. ## About Code Execution Code execution allows agents to run TypeScript code in a sandboxed Deno runtime, enabling operations that would otherwise require loading massive amounts of data into context. By processing data in the execution environment and returning only filtered or aggregated results, agents can achieve 30-95% token reduction for high-value use cases. ### Key Benefits 1. **Parallel batch processing** - Scan 10+ files simultaneously instead of sequentially 2. **Conditional filtering** - Return only relevant data (e.g., CRITICAL vulnerabilities only) 3. **Data aggregation** - Summarize patterns across multiple sources 4. **Token efficiency** - Process large datasets without context window limits 5. **Quota awareness** - Check API limits before execution to prevent failures ### When to Use Code Execution Use code execution when tasks meet these criteria: - **Multiple operations**: More than 5 files, API calls, or validation checks - **Large datasets**: Results exceed 10,000 tokens if loaded into context - **Conditional logic**: Need to filter, aggregate, or transform data before returning - **Parallel processing**: Operations can run simultaneously for faster execution