{"slug":"aaron-he-zhu-launch-feedback-synthesizer","source_name":"aaron-he-zhu/launch-feedback-synthesizer","name":"Aaron He Zhu/Launch Feedback Synthesizer","description":"Use when the user asks to \"triage launch feedback\", \"cluster reviews, comments, and board posts into themes\", or \"set up a you asked, we shipped loop\"; produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with duplicate-merge and notification rules, shipped-change announcement material, and a compliant social-proof harvest protocol (never incentivized store reviews). Not for repurposing or amplifying the h","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":77.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:12:04.561565+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":90.9,"without_pass_pct":27.3,"tokens_delta_pct":77.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T07:12:04.561565+00:00","run_id":"a1cda791-f6e1-4ec1-b2c2-94d2440ef5a7","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":"3cb5cc6b5b88baa6d99ef0fad48010e7089129c8a757c93c288014c7bea6a72a","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-launch-feedback-synthesizer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-launch-feedback-synthesizer"}