use-tinyfish
TinyFish CLI
You have access to the TinyFish CLI (tinyfish) — a suite of web tools you can call from the terminal.
If not installed: npm install -g @tiny-fish/cli
If not authenticated: tinyfish auth login or set TINYFISH_API_KEY env var. Keys at https://agent.tinyfish.ai/api-keys
Picking the Right Tool
TinyFish has four tools. Start with the lightest one that can do the job and escalate only when needed.
search → fetch → agent → browser
lightest heaviest
More from tinyfish-io/tinyfish-cookbook
project-idea-validator
Researches any project idea against live data from GitHub and Dev.to to surface what already exists, how mature the space is, and where the real opportunity lives. Use when a developer describes something they want to build and wants to know if it's been done before. Triggers on phrases like "validate my idea", "has this been built", "is this already a thing", "what exists for X", "should I build this", "is this idea original", "check if my project exists", "what are the alternatives to what I want to build", "is the market saturated for X", or any request to research the competitive landscape before starting a project.
18competitor-product-monitor
Monitor competitor product releases and new feature announcements. Use this skill when the user wants to track what competitors are shipping, find the latest product launches in their industry, or generate a competitor release report. Triggers include phrases like "track competitor releases", "what are my competitors launching", "monitor competitor products", "competitor product report", or any request to watch a rival company's product updates.
13leetcode-coach
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away. Use this skill when a user wants to practice coding, asks for a LeetCode problem, says "give me a coding challenge", "I want to practice DSA", "help me prep for coding interviews", "find me a problem to solve", "I'm weak at dynamic programming", "quiz me on algorithms", or any request to practice coding with a specific language or topic focus.
12hackathon-finder
Find hackathons tailored to your tech profile and location by searching Devpost, Luma, Partiful, MLH, and Eventbrite. Use this skill when a user asks "find me a hackathon", "are there any hackathons near me", "what hackathons are coming up", "I want to compete in a hackathon", "find hackathons I could win", "upcoming hackathons in [city]", "online hackathons for [skill/tech]", or any request to discover hackathon opportunities.
10npm-package-comparator
Compare two or more npm packages side by side using live data — downloads, bundle size, GitHub stars, last update, known vulnerabilities, and community sentiment. Use this skill when a user asks "zustand vs jotai vs redux", "compare react-query and swr", "which state management library should I use", "what's the difference between X and Y", "is X better than Y for my use case", "help me choose between these packages", or any request to compare npm packages or decide between JavaScript libraries.
10tech-stack-detective
Reverse-engineer a company's tech stack from public signals — job listings, StackShare, GitHub, engineering blog, and their live website. Use this skill when a user asks "what tech does Stripe use", "what's Linear's stack", "what does Notion run on", "reverse engineer [company]'s tech stack", "what framework does [company] use", "how is [company] built", "what languages does [company] hire for", or any request to figure out what technology a company uses under the hood.
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