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10 skills built in about two months with Anthropic's skill-creator: acceptance criteria, Bamboo deployment, WireMock stubs, task testing, OpenSearch logs, bug reports, Allure test cases, daily test report and others.
10Claude Code skills built over about two months, covering the full QA workflow
61 full-time, college-educated US professionals in HR, people management, sales or marketing, randomly assigned to an AI or human recipient.
76.7% vs 96.8%share of professionals who authorized reuse of their materials by AI systems versus by human professionals (p = .026)
FinSkillBench: 2,603 point-in-time episodes across 12 subtasks in portfolio construction, risk management and fundamental analysis; 17,820 episodes run across 9 models and 3 conditions.
+19.5 vs +5.6points added by executable tools alone versus procedural documents alone