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Real-World Workflows

Use cases are real-world workflows that show what Wolffish can do end to end. Each one is a complete recipe — the capabilities it needs, the heartbeat prompt, the step-by-step flow, and what to expect. Follow them to get inspired and learn what Wolffish is capable of. Every use case uses only built-in capabilities — no third-party services, no external APIs, no extra code. Just markdown instructions, web search, and computer use. Before diving into a use case, read Setting Up for Success — it covers macOS permissions, system tools, and the mental model for making autonomous runs fast, cheap, and reliable. And before you automate at scale, skim Limitations & Costs to keep spend under control.
Use CaseWhat It Does
World Cup On TopExhaustively researches every team, player, match, goal, penalty, foul, and stat from the currently running World Cup 2026, calculates each team’s win probability, and builds a beautiful, minimal, living Notion page you can glance at daily and update as the tournament unfolds
Product HunterBrowses Product Hunt through your logged-in browser extension, tracks every top launch from the past week, researches the company, founders, and funding behind each one, reads the community consensus and top comments, and delivers a ranked, categorized PDF with stats, links, and an executive summary
News ButlerExhaustively scans the public web for everything that happened this week across the topics you care about, cross-checks every claim against other outlets, profiles each source, and delivers one clean, color-coded PDF with an executive summary, easy numbers, and charts
Nuke AdobeSurgically and exhaustively removes Adobe Creative Cloud and every trace of it from your machine — works on macOS, Windows, and Linux, inventories first, leaves your files and shared components untouched, ends with a classified report
Engage RedditResearches, drafts, and publishes 5 viral-optimized Reddit posts across 5 subreddits through your logged-in browser session — fully autonomous, no Reddit API
Karma FarmPosts 5 high-value replies across popular subreddit threads to earn karma through your logged-in browser session — fully autonomous, no Reddit API
Media ConversionConverts video files to MP3 audio using the built-in ffmpeg capability — attach a video, get an audio file
Gmail Is DeadConnects your Gmail via OAuth, reads and summarizes unread emails, drafts replies, and manages your inbox end to end
PDFs EverywhereGenerates professional, research-backed PDFs on demand — news digests, competitor reports, travel guides, and more
CV TailorTakes your existing CV and a job description, generates a new CV tailored to that specific role
Security AuditAudits open ports, firewall, services, SSH, disk encryption, and outdated software with known CVEs — works on macOS, Linux, and Windows
Daily LinkedIn PostSearches for today’s AI news, writes a roundup post, opens Chrome, types and publishes it to LinkedIn — fully autonomous