{"slug":"aaron-he-zhu-audience-mapper","source_name":"aaron-he-zhu/audience-mapper","name":"Aaron He Zhu/Audience Mapper","description":"Use when the user asks to \"analyze my target audience\", \"build an audience profile for influencer targeting\", \"research a niche community\", or \"deep-dive a subculture before partnering with creators\"; in audience mode produces demographic/psychographic profiles, a platform-priority matrix, named personas, and an influencer-selection criteria set, and in niche mode produces a community map, culture decode (language/norms/taboos), key-voice tiers, a Brand Fit Score, and a phased entry strategy. No","version":1,"lift":{"pass_rate_delta_pts":81.82,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":97.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:21:23.685449+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":81.82,"with_pass_pct":95.5,"without_pass_pct":13.6,"tokens_delta_pct":97.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T07:21:23.685449+00:00","run_id":"0c96a774-48d3-4673-9a2d-972d164ef847","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":"8e2e3cc733be5e79dadc123048d6de13fbb6a10cef45ca09343816796262ce2f","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-audience-mapper/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-audience-mapper"}