Monitor brand mentions, sentiment, and industry chatter across the web using TinyFish Search and Fetch. Use when a user asks to track what people are saying about a brand, product, or topic, run social listening, or get a pulse on public perception. If the user already named the target, proceed directly. Default time window is last 7 days. Always link every claim to its source URL.
Enrich a live Excel spreadsheet by researching missing data with TinyFish and writing results directly into the running Excel app via AppleScript. Use when a user says "fill in my spreadsheet", "enrich this Excel file", "research and fill missing data", "update my Excel sheet", "look up data for each row", or any request to populate empty cells in an open Excel workbook with web-sourced data. macOS only.
Enables Hermes to create new reusable skills for itself by researching live web sources with TinyFish Search and Fetch, analyzing source coverage, writing SKILL.md files, and installing them into Hermes memory. Use when the user asks Hermes to learn, teach itself, upgrade itself, or save a reusable capability.
Find paid open-source work, OSS bounties, open source grants, or ways to get paid contributing to open source. Use when someone asks any of the following — "find me paid open source work", "show me OSS bounties for Rust", "how do I get paid for open source", "find GitHub bounties", "are there any open source grants I can apply to", "I want to earn money contributing to open source", "find bounties for Python developers", "show me open source funding opportunities", "what repos are paying for contributions", "find me issues with bounties", "show me open source stipends", "I want to contribute to open source and get paid", "find developer grants", "show me NLNet grants", "GSoC alternatives", "paid open source issues". Accepts a stack (Rust, Python, Go, TypeScript, etc.) and optional keywords. Runs a 3-tier parallel TinyFish agent system; Tier 1 scrapes Algora and IssueHunt, Tier 2 fans out across awesome-list repos checking for bounty-labelled issues, Tier 3 scrapes NLNet, Sovereign Tech Fund, Mozilla MOSS, LFX
Get a live job market snapshot for any role and tech stack by deploying parallel TinyFish agents across LinkedIn, Indeed, and Glassdoor. Use when a developer wants real salary data, in-demand skills, top hiring companies, and remote ratios from actual job postings published this week — not survey averages or historical data. Triggers on phrases like "what is the market paying for", "salary range for", "is my salary competitive", "what should I ask for", "what skills do I need for", "who is hiring for", "how in-demand is", "before I negotiate", "job market for", "what does a [role] make", or any request to research compensation or demand for a specific role and tech stack before a job search or negotiation.
Reverse-engineer what a company is building by scraping their job postings, careers page, LinkedIn Jobs, and engineering blog using TinyFish web agents. Use whenever a user wants to understand a company's strategic direction from hiring signals, do competitive intelligence, figure out a tech stack from job descriptions, or evaluate whether a company is worth joining. Trigger on "what is [company] building", "what is [company] hiring for", "competitive intelligence", "[company] jobs", "should I join [company]", "hiring signals", "what teams are growing", "reverse engineer roadmap", or any request to understand a company's direction from public hiring activity. Always use this skill for company intelligence rather than guessing from memory. Also trigger when someone names a company and asks about strategy, tech stack, or org structure.
Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel. Use when a developer, researcher, or engineer wants to understand what has been published, who the key authors are, which subtopics are active, and where the gaps still live. Runs parallel TinyFish agents across all three sources, deduplicates results, and synthesizes findings into a structured landscape report with a gap analysis. Trigger this skill whenever someone wants to survey a field, prepare a literature review, find underexplored research directions, or understand the state of the art before building something new.
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.