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ResearchFormerly WizWand

Downstream skill execution on SkillsBench (test)

48.9RewardGOSKILLS
7.318.128.939.7May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GOSKILLSModel=GPT-5.4, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0548.9694,825352.9
GOSKILLSModel=Claude Sonnet 4.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0546.8714,360347.6
GOSKILLSModel=Kimi K2.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0541.7705,812338.4
Graph of SkillsModel=Claude Sonnet 4.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0538.7421,884571.9
GOSKILLSModel=Gemini 3 Pro, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0538.6881,492327.9
Graph of SkillsModel=GPT-5.4, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0536.4380,199603.7
Graph of SkillsModel=Kimi K2.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0533.8455,906545.1
GOSKILLSModel=Qwen 3.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0533.5756,930421.7
Graph of SkillsModel=Gemini 3 Pro, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0531864,577366.2
Vanilla SkillsModel=Claude Sonnet 4.5, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0529.6905,420641.5
Vanilla SkillsModel=GPT-5.4, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0528.4832,786686.8
Graph of SkillsModel=Qwen 3.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0527.6505,220589.3
Vector SkillsModel=Claude Sonnet 4.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0526.2610,730707.2
Vanilla SkillsModel=Kimi K2.5, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0525.6980,115590.7
Vanilla SkillsModel=Gemini 3 Pro, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0525967,791465.8
Vector SkillsModel=GPT-5.4, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0525569,353742.1
GOSKILLSModel=MiniMax M2.7, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=Yes2026.0524.3867,452402.5
Vector SkillsModel=Kimi K2.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0522.4642,288662.5
Vanilla SkillsModel=Qwen 3.5, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0520.91,026,300612.6
No SkillsModel=Claude Sonnet 4.5, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.0520.8712,460605.4
Graph of SkillsModel=MiniMax M2.7, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=dependency-graph2026.0519.9560,442518.4
Vector SkillsModel=Gemini 3 Pro, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0519.3894,640357.3
No SkillsModel=GPT-5.4, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.0518.6612,870748.4
Vector SkillsModel=Qwen 3.5, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0518.1721,480681.7
Vanilla SkillsModel=MiniMax M2.7, Skill Access=Yes, Bounded Retrieval=No, Group Context=No2026.0517.2942,113580.7
No SkillsModel=Kimi K2.5, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.0516.2698,440603.8
No SkillsModel=Gemini 3 Pro, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.0514.8724,306431.6
No SkillsModel=Qwen 3.5, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.0511.5754,900640.2
Vector SkillsModel=MiniMax M2.7, Skill Access=Yes, Bounded Retrieval=Yes, Group Context=No2026.0510.4852,881552.9
No SkillsModel=MiniMax M2.7, Skill Access=No, Bounded Retrieval=No, Group Context=No2026.058.9808,420621