smart-searchv1.0.0

A hedge fund runs scheduled agents every morning to fetch the latest stock prices, earnings reports, and IPO news. The skill routes finance queries to Gemini for high-quality data and manages daily API quotas across multiple fund analysts.

Space research institutes use the skill to continuously fetch updates from NASA and ESA missions via Brave. The circuit breaker and web_fetch fallback ensure uptime even during API outages.

Business analysts in consulting firms use the general agent (agent_id: 'general') for quick queries on competitors, market share, and acquisitions. The skill preserves API quota by trying web scraping first, while still providing API quality when needed.

Media companies deploy multiple scheduled agents (e.g., 'tech-news', 'finance-daily') running at different times. The shared quota pool and mark-complete functionality allow efficient allocation of daily search budgets across teams.

Offer the smart-search skill as a managed service where clients pay per query or per daily quota allocation. The quota system and per-agent tracking enable granular billing.

Integrate the skill into enterprise AI agent platforms (e.g., Slack bots, internal dashboards) and charge per seat or per organization. The skill's reliability and multi-strategy execution reduce operational costs.

License the skill to SaaS companies who embed search into their own products. The two execution strategies allow customization for different use cases (e.g., finance vs general).