{"slug":"aaron-he-zhu-audience-segment-builder","source_name":"aaron-he-zhu/audience-segment-builder","name":"Aaron He Zhu/Audience Segment Builder","description":"Use when the user asks to \"build audience segments from my customer list\", \"make value-based / lookalike seed lists\", \"set up exclusion / suppression segments\", or \"map audiences to funnel stages across platforms\"; turns the user's OWN customer/CRM/GA4 export into seed audiences, value-based lookalike SEED lists, exclusion/suppression segments, and a cross-platform funnel-stage targeting map, informing the ROAS A (Audience) dimension. Not for building account structure or match types — use campa","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":46.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T06:48:44.686189+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":68.2,"without_pass_pct":31.8,"tokens_delta_pct":46.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T06:48:44.686189+00:00","run_id":"d2cda2ee-6e6a-4cf0-ba9f-9de2eeae85b8","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":"4d7437f5393db1f9582d954955b79a3f636dcf641d59b302c2696c350f5c8875","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-audience-segment-builder/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-audience-segment-builder"}