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SkillOpt — Executive Strategy for Self-Evolving Agent Skills

https://flashpapers.ai/p/58kn2uw29q
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Yifan Yang, Ziyang Gong +13 more
cs.AI2026arXiv:2605.23904
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best-or-tied evaluated cells:52/52 cells· six benchmarks across seven target models and three harnessesaverage accuracy gain:+23.5 percentage points· GPT-5.5 direct chat across six benchmarksaverage accuracy gain:+24.8 percentage points· GPT-5.5 Codex harness across five benchmarksaverage accuracy gain:+19.1 percentage points· GPT-5.5 Claude Code harness across five benchmarksoracle-baseline gap:+5.4 percentage points· GPT-5.5 direct chat across six benchmarksaccepted edits:1-4 edits· GPT-5.5 case studies across six benchmarks