{"slug":"valtterimelkko-scraping-twitter","source_name":"valtterimelkko/scraping-twitter","name":"Valtterimelkko/Scraping Twitter","description":"Production-quality Twitter/X scraping skill for discovering SaaS opportunities. Navigate Twitter programmatically to identify unaddressed user frustrations, high-intent signals, and emerging market trends. Uses TwitterAPI.io for fast, cost-effective data extraction with simple API key authentication. Provides tactical navigation (user discovery, hashtag analysis), advanced filtering (intent patterns, sentiment scoring, velocity tracking), and idea synthesis (trend persistence, cross-pollination ","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":396.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T13:23:55.288914+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":95.5,"without_pass_pct":72.7,"tokens_delta_pct":396.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T13:23:55.288914+00:00","run_id":"4e43562b-2350-4269-b9a5-bbf48926eb78","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":"1eee3e586ca59b2d61ac48ee8cf508807056379ab5a65b4e43ce504d36224576","raw_url":"https://app.decimal.ai/s/valtterimelkko-scraping-twitter/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/valtterimelkko-scraping-twitter"}