tinyfish-web
Installation
SKILL.md
Choosing a TinyFish Tool
TinyFish covers reading the web and acting on it. Reading with search and fetch is free; acting is metered, and so are deep research runs. Picking correctly is mostly about not paying for the second when the first would do.
Decision table
| The task needs to... | Tool | Cost | Depth |
|---|---|---|---|
| Find pages, or get current information | search |
free | tinyfish-research |
| Read pages you have URLs for (up to 10 per call) | fetch_content |
free | tinyfish-research |
| Research a topic across many sources | search + fetch_content, fanned out across subagents |
free | tinyfish-research |
| Write a cited report, only when the user explicitly asks: "deep research", "deep dive", "comprehensive report", "cited report", "literature review", "survey", or "landscape" | start_deep_research, then get_deep_research |
billed per run | tinyfish-research |
| Click, type, submit, navigate a flow, or extract data that only appears after interaction | run_web_automation |
$0.016/step | tinyfish-automation |
| Do the above on a site the user is logged into | run_web_automation + use_profile / use_vault |
$0.016/step | tinyfish-authenticated |
| Drive a browser from Playwright, Puppeteer, or Selenium code | create_browser_session |
$0.002/min | tinyfish-browser |
| Watch a page or a topic over time and catch changes | create_monitor |
$0.005/check | tinyfish-monitor |