Screen startup ideas from memory and rank top picks by viability.
npx skills add https://github.com/swarm-ai-research/aeon --skill idea-validator-swarm-ai-research
Please help me install this Agent Skill. Skill: idea-validator Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/idea-validator Command: npx skills add https://github.com/swarm-ai-research/aeon --skill idea-validator-swarm-ai-research
Idea backlogs accumulate weekly with no evaluation. Without a screening pass, the backlog is noise — no way to know which ideas are wide open vs already crowded, which match current market conditions, which are solo-buildable vs team-dependent. This skill turns the list from an archive into an active pipeline.
Screen the latest unscreened startup ideas and update memory with the top picks.
High-intent search queries and answers about installing and using this skill.
Screen startup ideas by evaluating competition density, funding signals, timing fit, operator-fit, and market size. This process scores each idea to identify high-viability opportunities, surfacing the strongest bets from your backlog for momentum.
Evaluating an idea backlog weekly involves screening unscreened ideas against current market conditions and funding signals. The system ranks up to 8 ideas per run by viability using competition research and operator-fit assessments.
Competition research uses web search to check competition density and funding signals during idea screening. This mechanism determines whether a startup idea is wide open or already crowded, directly impacting the final viability score.
Yes, you can use web search for startup viability analysis to perform automated competition and funding checks. The screening process relies on web search data to score ideas across timing, operator-fit, market size, and competition density.
Ranking startup ideas by operator-fit and market size requires scoring each idea against these specific dimensions alongside timing and competition density. This identifies which ideas are solo-buildable versus team-dependent and wide open versus crowded.
Idea screening for funding signals is limited by the scope of web search results for competition and funding checks. It scores up to 8 ideas per run, meaning larger backlogs require multiple passes to fully evaluate all accumulated ideas.
Atrium-HermesScreen startup ideas by competition, funding, timing, fit, and market size.
Atrium-HermesAudit startup ideas backlog and surface the top 3 buildable concepts.
aaronjmarsScreen startup idea backlogs by analyzing competition, funding, timing, and market size.
auldsyababuaValidate startup ideas with market sizing, competitive benchmarking, and positioning analyses.
