BREAKING
AgentSkillOS Released on GitHub
From Skills to Pipelines
1Capability tree
2Tree retrieval
3DAG orchestration
4Multi-skill pipeline
Benchmark Across Skill Scales
seeds50
skill_200200
skill_10001000
skill_1000010000
Tree and DAG Both Needed
Tree retrieval
Approaches ideal manual selection
Finds skills similarity misses
DAG orchestration
Beats flat invocation
Wins at 200, 1k, 200k scales
Requirements and Controls
1Python 3.10+
2Claude Code
3Web UI on 8765
4Human-in-the-loop
Research Stage as of March 2026
AI NEWS BLITZ
Researchers have open-sourced AgentSkillOS, a framework for building agents from over 200,000 skills.