Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)
OpenLAIR/
OpenSkill
OpenLAIR/OpenSkillFrameworks & SDKs
88
microsoft/
SkillOpt
microsoft/SkillOptFrameworks & SDKs
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
17k
agentscope-ai/
OpenJudge
agentscope-ai/OpenJudgeFrameworks & SDKs
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
826

agentscope-ai/agentscopeFrameworks & SDKs
Build and run agents you can see, understand and trust.
31k
strukto-ai/mirageFrameworks & SDKs
The World's First Virtual Terminal for AI Agents
3.6k
strands-agents/
harness-sdk
strands-agents/harness-sdkFrameworks & SDKs
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
7.2k
RyjoxTechnologies/
Octopoda-OS
RyjoxTechnologies/Octopoda-OSFrameworks & SDKs
The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.
490