{"slug":"aaron-he-zhu-narrative-resonance-monitor","source_name":"aaron-he-zhu/narrative-resonance-monitor","name":"Aaron He Zhu/Narrative Resonance Monitor","description":"Use when the user asks to \"measure how our narrative is landing\", \"track echo rate against our canon lexicon\", or \"check how AI answer engines describe our brand\"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py — ev","version":1,"lift":{"pass_rate_delta_pts":56.52,"pass_rate_pct":78.3,"total_cases":23,"passed_cases":18,"tokens_delta_pct":160.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T07:20:01.793863+00:00"},"skill_score":0.7826,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":56.52,"with_pass_pct":78.3,"without_pass_pct":21.7,"tokens_delta_pct":160.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T07:20:01.793863+00:00","run_id":"04c6a62c-4fc5-4599-b732-4441169034bf","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":"c62f7f8f0acd01f1f422059866fd25aa30d404ad18063cde2740486522ec1daa","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-narrative-resonance-monitor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-narrative-resonance-monitor"}