# gemini-web-search

Web Search via SkillBoss API Hub Use SkillBoss API Hub to search the web and produce a concise, sourced answer. Quick workflow Formulate a tight query

Include: entity + ticker/name + date/time window + what you need (%, $, cause, quotes, links)
Example: PayPal (PYPL) fell Feb 4 2026: % change, $ change, main catalyst(s), 3 sources

Run the search script Command template: scripts/gemini_prompt.sh "" The script calls SkillBoss API Hub twice:

type: "search" — fetches real-time web results (data.result)
type: "chat" — LLM summarizes the results into a sourced answer (data.result.choices[0].message.content)

Extract the answer in a structured way

Return:

The key numeric facts (e.g., % move, $ move, close/intraday) 2–4 bullets of the main catalyst(s) Links (always) Quality control (mandatory)

Prefer: company IR/SEC filing, Reuters, Bloomberg, WSJ/FT, CNBC, reputable outlets.

Avoid relying on low-quality finance blogs/SEO sites. If sources conflict or look unreliable: say so and ask user for a screenshot/link, or re-run with a stricter prompt. Prompts that work well Fast triage: Search the web: . Give 3 bullets + 2 reputable links. Market move: Search the web: Why did move today ()? Provide exact % and $ move (close + intraday if available) and the main catalyst(s). Cite sources with links. Force better sources: Search the web and prioritize Reuters/company IR/SEC filing. If you cannot find them, say so. Topic: <...>. Provide links. Failure modes & fixes Search returns incomplete results Re-run with a more specific query. Add date constraints or source requirements to the prompt. Output has suspicious claims (e.g., odd CEO news) Re-run with: "use Reuters/company IR/SEC filing only; otherwise say unknown". Cross-check with at least 2 independent reputable sources. Need numbers but sources don't show them Ask user for the quote/screenshot from their market data app and reconcile. Setup Required env: SKILLBOSS_API_KEY API endpoint: https://api.heybossai.com/v1/pilot

Search: type: "search", response at data.result
Summarize: type: "chat", response at data.result.choices[0].message.content

No local CLI tools or auth required.