{"slug":"aris-comm-lit-review","source_name":"aris-comm-lit-review","name":"Aris Comm Lit Review","description":"Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search I","version":1,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":39.1,"total_cases":23,"passed_cases":9,"tokens_delta_pct":82,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T14:45:25.304561+00:00"},"skill_score":0.3913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":39.1,"without_pass_pct":4.3,"tokens_delta_pct":82,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T14:45:25.304561+00:00","run_id":"117c97ce-efab-41bc-af1a-3156b217c106","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"f3f41b984ced430d58182dccc2f3cd59b7668ce89145803df0508be54a0adf46","raw_url":"https://app.decimal.ai/s/aris-comm-lit-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-comm-lit-review"}