{"slug":"irfad7-frustration-aware","source_name":"irfad7/frustration-aware","name":"Irfad7/Frustration Aware","description":"When the user shows signs of frustration, impatience, or dissatisfaction. Also use proactively to calibrate tone. Triggers on phrases like \"this isn't working,\" \"why does this keep,\" \"I already told you,\" \"again?!\", \"just do it,\" \"stop,\" \"wrong,\" \"that's not what I asked,\" \"are you even listening,\" or any swearing/ALL CAPS. Detects frustration signals and fundamentally changes approach — not just tone, but strategy.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":37.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T12:12:32.542283+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":63.6,"without_pass_pct":36.4,"tokens_delta_pct":37.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T12:12:32.542283+00:00","run_id":"effb76a1-df36-45b8-8508-06f8ccce5945","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":"MIT","install_count":0,"manifest_hash":"32b37c5567917711db62a76fdb396ebeefbab20b727749074880ef475b650ccc","raw_url":"https://app.decimal.ai/s/irfad7-frustration-aware/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/irfad7-frustration-aware"}