Agency

Beta release of Agent.
Minimal tools with marginal Anthropic Skill compatability, but Claude code or cursor has no problem writing new ones.
Unique Reflective Incremental Planner has strong error recovery, even with mid-lower tier LLMs like Qwen3.5-27B
Best with SGLang internal server, it wraps the entire planner in a single @function. But works with vllm or openrouter or anthropic as well.
No use of bash except for shell scripts you write and put in scripts directory, for safety.
File system is read-only, all syntactic and semantic operations occur over internal Notes / Collections data model.
This is an experimental testbed for my own research. moving target. I strongly recommend Hermes Agent if you want to just get stuff done. :)