{"slug":"aifinlab-abnormal-trading-high-frequency-cancellation","source_name":"aifinlab/abnormal-trading-high-frequency-cancellation","name":"Aifinlab/Abnormal Trading High Frequency Cancellation","description":"异常交易识别助手（高频撤单版），适用于券商风控、合规监控、交易行为分析、监管报送等场景。\n以下情况请主动触发此技能：\n- 用户提供了交易数据、撤单记录、委托流水，问\"有没有异常\"\"帮我看看\"\"是否涉嫌高频撤单\"\n- 用户问\"高频撤单怎么识别\"\"撤单率多少算异常\"\"什么是虚假申报\"\n- 用户需要：高频撤单监控规则、阈值设定、异常账户筛查、监管标准解读\n- 用户提到：撤单率、申报频率、成交占比、虚假申报、幌骗交易、spoofing\n- 用户需要形成风控报告、合规核查意见、异常交易说明\n不要等用户明确说\"高频撤单识别\"——只要涉及交易委托撤单行为分析、异常申报模式识别、交易合规性判断，就应主动启动此技能。","version":1,"lift":{"pass_rate_delta_pts":8.33,"pass_rate_pct":91.7,"total_cases":24,"passed_cases":22,"tokens_delta_pct":66,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T08:28:18.734786+00:00"},"skill_score":0.9167,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":8.33,"with_pass_pct":91.7,"without_pass_pct":83.3,"tokens_delta_pct":66,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T08:28:18.734786+00:00","run_id":"3251513a-6685-4315-9c9c-d7b24e6d8c73","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"31c737a37994c95daf75ca51ef44bdda5d40167fff45693ed25a4851f9a9822b","raw_url":"https://app.decimal.ai/s/aifinlab-abnormal-trading-high-frequency-cancellation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aifinlab-abnormal-trading-high-frequency-cancellation"}