{"slug":"zhixiangluo-discover-ui-surface","source_name":"zhixiangluo/discover-ui-surface","name":"Zhixiangluo/Discover UI Surface","description":"Walk through a UI flow once manually and capture a durable interaction map — which DOM elements to click, which network requests they trigger, and what field shapes they expose. Produces a reusable selector+endpoint reference for automation scripts. Use before writing any browser automation block for a JS-heavy SPA, design app, productivity app, or internal portal where selectors and API paths are not obvious from source inspection alone. Modes include Agent Browser for low-token interactive rec","version":2,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":-43.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T03:44:23.362413+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":81.8,"without_pass_pct":13.6,"tokens_delta_pct":-43.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T03:44:23.362413+00:00","run_id":"41dd2baf-d3d6-4822-9c44-f8b43d06f81f","version_number":2,"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":"01713aa9ebdf6ffe56236241a6a726d1e3aad230eb83f7567d4c562f72160d66","raw_url":"https://app.decimal.ai/s/zhixiangluo-discover-ui-surface/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/zhixiangluo-discover-ui-surface"}