{"slug":"aifinlab-customer-segmentation","source_name":"aifinlab/customer-segmentation","name":"Aifinlab/Customer Segmentation","description":"基于客户资产规模、贡献度、活跃度、产品持有等多维度信息，识别客户价值层级，输出分层结论与经营建议，支撑差异化客户经营策略。","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":34.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T20:54:57.938344+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":95.5,"without_pass_pct":36.4,"tokens_delta_pct":34.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T20:54:57.938344+00:00","run_id":"9b0c3864-e1c2-4a88-bda4-fa3e75fa9dc3","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":"772388856b1f013089b8cd42e870402256e9c275dfdf831f9857b464b7931a8a","raw_url":"https://app.decimal.ai/s/aifinlab-customer-segmentation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aifinlab-customer-segmentation"}