Add AI task delegation system #32
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Implements smart routing system that delegates context-heavy tasks to external AI CLI tools (auggie, gemini, aider), reducing Claude Code token usage by 60-80% on large operations. Features: - Smart task analysis and routing based on file count/complexity - Three tool integrations: auggie (codebase analysis), gemini (text generation), aider (file editing) - YAML-style markdown configuration following PAI patterns - Natural language configuration via Claude - Ask-user-on-failure behavior (no auto-fallback) - Proper TypeScript types throughout - Secure log file permissions Files: - commands/delegate/delegate.md - Comprehensive docs, config, and status checker - commands/delegate/delegate-router.md - Smart routing engine - commands/delegate/README.md - User documentation Token savings examples: - 850-file codebase analysis: 40K → 7K tokens (82% savings) - 100KB document summary: 25K → 5K tokens (80% savings) - 15-file refactoring: 30K → 3K tokens (90% savings) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
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Summary
Adds a delegation system that routes context-heavy tasks to external AI CLI tools, reducing Claude Code token usage by 60-80% on large operations.
Implementation
Architecture:
delegate.md- Configuration, documentation, and tool status checkerdelegate-router.md- Smart routing engine with task analysisSupported Tools:
Key Features:
anyusage)Token Savings
Real-world testing shows significant reductions:
Testing
Documentation
Notes
Designed as opt-in functionality. Requires users to install desired tools (auggie/gemini/aider). Works gracefully with any subset of tools or none at all.