{"slug":"aaron-he-zhu-dynamic-content-personalizer","source_name":"aaron-he-zhu/dynamic-content-personalizer","name":"Aaron He Zhu/Dynamic Content Personalizer","description":"Use when the user asks to \"personalize the email\", \"add merge tags / dynamic content\", \"set up conditional blocks per segment\", or \"make first-name and product-recommendation fields fall back safely\"; produces a merge-tag map with per-tag fallbacks, conditional-block rules with per-segment variations, a fallback-safety audit, and a PII guard on what may render, informing the SEND E (Engagement/personalization) dimension. Not for building the segments — use list-segment-builder; not for writing t","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":151,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T06:52:18.632225+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":86.4,"without_pass_pct":45.5,"tokens_delta_pct":151,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T06:52:18.632225+00:00","run_id":"b8fe27f5-3bd8-4f3d-bb3f-e49b9c919489","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":"3faae6a1a781c50ce64fd4bad5bc0eecdceeecdd67f8309449d728d9e28b8d6b","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-dynamic-content-personalizer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-dynamic-content-personalizer"}