FIXES:
1. Truncation was too aggressive (2KB threshold, truncate to 2000 chars)
2. Important data was being lost in medium-sized outputs (2-10KB)
Changes:
- Raise pass-through threshold from 2KB to 5KB
- Medium outputs (5-20KB) now use hierarchical extraction instead of truncation
- _extract_key_findings already handles chunking automatically
- Better preservation of important data like service lists
Benefits:
- Full service lists will now be properly analyzed
- No more missing services due to truncation
- Macha can see the complete picture before responding
Macha is now a standalone NixOS flake that can be imported into other
systems. This provides:
- Independent versioning
- Easier reusability
- Cleaner separation of concerns
- Better development workflow
Includes:
- Complete autonomous system code
- NixOS module with full configuration options
- Queue-based architecture with priority system
- Chunked map-reduce for large outputs
- ChromaDB knowledge base
- Tool calling system
- Multi-host SSH management
- Gotify notification integration
All capabilities from DESIGN.md are preserved.
