{"slug":"aaron-he-zhu-dark-social-attributor","source_name":"aaron-he-zhu/dark-social-attributor","name":"Aaron He Zhu/Dark Social Attributor","description":"Use when the user asks to \"figure out where our direct traffic really comes from\", \"measure dark social\", \"add a how-did-you-hear-about-us field\", or \"show social drives signups without click data\"; produces a share-link/UTM hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a GA4 direct-traffic decomposition read (deep-URL directs, mobile-app skew, private-push correlation) with every derived numbe","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":72.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:53:25.361991+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":86.4,"without_pass_pct":27.3,"tokens_delta_pct":72.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T07:53:25.361991+00:00","run_id":"fb8f1c09-b2c6-4d7c-9327-18e525ce6136","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":"db8c29bd532187c6a47e693e3b34515473d7237803068ac8dcbfc535284f034b","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-dark-social-attributor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-dark-social-attributor"}