{"slug":"aaron-he-zhu-engagement-inbox-manager","source_name":"aaron-he-zhu/engagement-inbox-manager","name":"Aaron He Zhu/Engagement Inbox Manager","description":"Use when the user asks to \"triage our comments, DMs, and mentions\", \"draft replies to this thread\", \"can we repost this fan post\", or \"set up inbox SLAs and an escalation path\"; produces a ranked triage queue with register detection (sincere / ironic / performative / parasocial, sentiment-inversion table included — \"this is so bad\" under a comedy register is praise), a commenter taxonomy (troll monitor-only / rager / misguided / unhappy-customer / advocate) with a response-tier ladder and per-ch","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":156.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:41:21.636495+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":86.4,"without_pass_pct":18.2,"tokens_delta_pct":156.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T07:41:21.636495+00:00","run_id":"cfd483e7-989d-401b-9982-9bbeedcc3953","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":"c8c65921ed95fc54d9f2d7f1534e4ce5f92e5f02072ba93894b76a932d43052f","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-engagement-inbox-manager/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-engagement-inbox-manager"}