{"slug":"aaron-he-zhu-audience-belief-mapper","source_name":"aaron-he-zhu/audience-belief-mapper","name":"Aaron He Zhu/Audience Belief Mapper","description":"Use when the user asks to \"map what our buyers believe\", \"capture the objections we keep hearing\", or \"find the switching forces that move the beachhead\"; produces a belief map of the beachhead — held beliefs and mental models, the recurring objections and their reframes, and the JTBD four forces (push of the problem, pull of the new, anxiety of switching, habit of the present) — each item sourced from interviews or win-loss notes (User-provided) and labeled Measured / User-provided / Estimated,","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":202.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T21:24:46.488667+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":63.6,"without_pass_pct":13.6,"tokens_delta_pct":202.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T21:24:46.488667+00:00","run_id":"851b5831-600c-4d64-8c09-640e600c0bee","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":"37af8d4b2f7ed2e552457521bf1a17e05cd334f0c7d5f354729ad810365d4bbf","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-audience-belief-mapper/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-audience-belief-mapper"}