{"slug":"valtterimelkko-saas-idea-finder","source_name":"valtterimelkko/saas-idea-finder","name":"Valtterimelkko/Saas Idea Finder","description":"Uses rotating lenses (7 different daily perspectives) to discover trending topics from HackerNews, HN Algolia, DEV.to, GitHub, arXiv, Stack Exchange, GDELT, SerpAPI, YouTube, Reddit, Twitter/X, and Instagram. Generates actionable Micro-SaaS ideas using deep research with viability scoring (0-100), enhanced templates, and JTBD framework. Daily automated discovery with deduplication. Use when: (1) User asks for SaaS/startup ideas, (2) User wants to discover trending topics in tech/business, (3) Da","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":220.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T12:50:23.618322+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":72.7,"without_pass_pct":13.6,"tokens_delta_pct":220.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-04T12:50:23.618322+00:00","run_id":"4606bbe6-faca-481b-be66-292e996900b4","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":"c8772bc93bfacb926f03db962f23b22e6eee30d64ea8df9161e6df538555f284","raw_url":"https://app.decimal.ai/s/valtterimelkko-saas-idea-finder/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/valtterimelkko-saas-idea-finder"}