| 20260509_skillos_learning_skill_curation_self_evolving_agents | paper_analysis | agent_architecture, memory_mechanism, reinforce_learning, self_evolving_agents, skill_curation | google_cloud_ai_research, grpo, skillos, alfworld | 100 | | | SkillOS: Learning Skill Curation for Self-Evolving Agents | self_evolving_agents_survey_asi, memory_os_of_ai_agent, agentevolver_self_evolving_agent, reasoningbank_scaling_agent_self_evolving_reasoning_memory | [object Object] | [object Object] | md | |
| 20260520_skillgenbench_benchmarking_skill_generation_llm_agents | paper_analysis | agent_architecture, evaluation, skill_curation, llm, reasoning | quanta_alpha, sjtu, pku, nus, xjtu, tsinghua_university, sufe, ntu, ucas | 100 | | | SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents | ontology_skill_analysis | [object Object] | [object Object] | md | |
| 20260526_skillopt_executive_strategy_self_evolving_agent_skills | paper_analysis | self_evolving_agents, skill_curation, agent_architecture, reasoning, workflow_optimization | microsoft_research_asia, sjtu | 100 | | | SkillOpt: Executive Strategy for Self-Evolving Agent Skills | skillos, moss, harnessing_agentic_evolution, self_evolving_agents_survey | [object Object] | [object Object] | md | |
| 20260528_muse_autoskill_self_evolving_skill_memory | paper_analysis | agent_architecture, memory_mechanism, self_evolving_agents, skill_curation, continual_learning | bytedance_seed, skillsbench, muse_autoskill | 100 | | | MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation | skillos_learning_skill_curation_self_evolving_agents, skillopt_executive_strategy_self_evolving_agent_skills, agent_memory_and_reasoning_frontier_survey_2026 | [object Object] | [object Object] | md | |
| 20260605_aip_graph_representation_for_learning_and_governing_agent_skills | paper_analysis | agent_architecture, skill_curation, self_evolving_agents, reasoning, workflow_optimization | skillsbench, agent_instruction_protocol | 95 | | | AIP: A Graph Representation for Learning and Governing Agent Skills | skillos_learning_skill_curation_self_evolving_agents, muse_autoskill_self_evolving_skill_memory, aflow_automating_agentic_workflow_generation, apwa_parallelizable_agentic_workflows | [object Object] | [object Object] | md | |
| 20260609_socratic_swe_self_evolving_coding_agents_trace_derived_skills | paper_analysis | self_evolving_agents, memory_mechanism, skill_curation, reinforce_learning, reasoning | sjtu, swebench_verified, terminalbench_2, grpo, skillos | 100 | | | Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills | skillos_learning_skill_curation_self_evolving_agents, skillopt_executive_strategy_self_evolving_agent_skills, aflow_automating_agentic_workflow_generation, scaling_harness_agentic_ai, meme_multi_entity_evolving_memory_evaluation | [object Object] | [object Object] | md | |