Real-World Use Cases
Problem-first guides showing how AI agent skills solve real challenges. Find your problem, install the skill, get it done.
1009 use cases available
Validate Firewall Policy with Packet Crafting
Prove (and disprove) firewall and network ACL rules in production by sending crafted TCP/UDP/ICMP packets with hping3, cross-checking reachability with Nmap, and confirming what actually traverses the wire with Wireshark. Catches misconfigured rules, asymmetric paths, and overly permissive allow-lists before the next auditor or attacker does.
Run an Authorized Phishing Awareness Simulation
Design, execute, and debrief a security awareness phishing simulation under a signed rules-of-engagement agreement — from pretext approval and landing page cloning to measuring click-through and report-to-security rates, rotating any submitted credentials, and pushing every targeted employee into a training module the same day.
Investigate a Network Intrusion from a PCAP
Triage a suspicious packet capture during an incident response: identify the scope of a network intrusion, extract exfiltrated files and malware payloads, reconstruct the attacker timeline, and produce evidence for the incident report. Uses Wireshark/tshark for protocol analysis and Foremost for carving artifacts out of the capture.
Audit the Password Hash Strength of Your Own Systems
Export password hashes from your own systems — Linux /etc/shadow, Active Directory NTDS.dit, application databases — and run a controlled offline cracking audit with John the Ripper and hashcat to identify weak passwords, measure the hash algorithm's real-world strength, and drive targeted password rotation or policy changes.
Audit the Security of Your Home Wi-Fi Network
Test the real-world strength of your own home Wi-Fi passphrase end-to-end — capture a WPA2 handshake with aircrack-ng, crack it offline on a GPU with hashcat, inspect wireless traffic with Wireshark, and tighten the router configuration based on the findings. Strictly for networks you own.
Run Vision AI Locally on Mac
Replace $200/month cloud API costs with free, offline vision AI on Apple Silicon using mlx-vlm for product photo processing.
Build an Extensible AI Agent with Goose
Build an AI-powered incident response agent using Goose that can SSH into servers, check logs, restart services, and create Jira tickets from one chat interface. Reduce incident response time from 45 minutes to 8 minutes.
Optimize AI Coding Agent for Production Team Use
Standardize Claude Code across a 12-person dev team — shared CLAUDE.md templates, skills library, cross-session memory, and security guardrails — boosting task completion by 40% and eliminating accidental destructive operations.
Build a Self-Hosted AI Bookkeeper
Deploy TaxHacker on a cheap VPS to automate receipt scanning, expense categorization, and quarterly tax report generation — turning 2 days of bookkeeping into 30 minutes.
Extract Data from Complex Documents with OCR
Automate data extraction from complex documents — scanned forms with mixed printed and handwritten text, tables, checkboxes, and signatures — using Chandra OCR with confidence-based human review routing.
Clone and Rebuild Any Website with AI
Use AI agents to reverse-engineer any website, extract its design system, and rebuild it as a modern Next.js app — pixel-perfect clone in under an hour.
Build a Voice AI Healthcare Assistant with VibeVoice
Build a voice-first healthcare assistant for elderly patients using VibeVoice speech recognition, Claude for intent processing, and persistent conversation memory.
Build a Multi-Agent Claude Code Team
Run 5 Claude Code agents in parallel — each owning a different part of the codebase — to ship a full-stack SaaS MVP in 2 days instead of 2 weeks.
Build an Autonomous Financial Research Agent
Build an AI agent that automates equity research — fetching SEC filings, extracting key metrics, comparing against consensus, and generating investment summaries at scale.
Turn Around a SaaS Stuck in the Growth Trough
Alex's project management SaaS hit $12k MRR then flatlined for 9 months. New signups come in but churn cancels all growth. Using systems thinking and the 5-Fold Why, he finds the real constraint — 23% activation rate — and reaches $18k MRR in 3 months by fixing onboarding.
Scale a Consulting Agency to a Productized Service
Diana runs a web design agency doing $180k/year with 3 freelancers and 60-hour weeks. By productizing into "Website-in-a-Week" and adding a maintenance subscription, she reaches $350k revenue working 35 hours/week.
Pivot a Struggling Startup Before Running Out of Runway
Kai's social media scheduler has 200 users and $2.4k MRR after 18 months. Competition is brutal. Investors passed. Using market re-evaluation and usage data, the team pivots to AI content writing, reaches $8k MRR in 3 months, and lives to fight another day.
Optimize SaaS Unit Economics to Reach Profitability
Jana's SaaS does $45k MRR but barely breaks even. 500 customers, $90 ARPU, $340 CAC, 8% monthly churn. Using the 4 revenue levers and LTV/CAC analysis, she identifies churn as the killer and reaches profitability in 3 months.
Launch a B2B SaaS from Recurring Agency Work
Tom's dev agency keeps building the same Stripe-to-CRM integrations for different clients. He recognizes the pattern, market-evaluates the opportunity, shadow tests with past clients, and reaches $4.2k MRR by month 6 while the agency continues running.
Evaluate and Validate a Business Idea Before Writing Code
Marco has 3 SaaS ideas and has been going back and forth for 6 months. Use market evaluation and shadow testing to pick one, validate demand with a $200 ad budget, and get 47 signups in 5 days before writing any code.
Build an Offline AI Knowledge Base
Build a self-contained offline AI knowledge system for field work — local LLM, embedded vector search, pre-downloaded knowledge, and a PWA interface that works without internet.
Build an AI Short Video Generator
Build a faceless YouTube Shorts / TikTok video generator pipeline that creates 50+ videos per day — from topic research to upload automation.
Build an AI Content Monetization Pipeline
Build a complete AI-powered content monetization system — from niche selection to daily blog posts, social media distribution, affiliate revenue, and newsletter monetization.
Build a Swarm Intelligence Prediction System
Create a prediction system where 10+ AI agents analyze data from different perspectives and converge on a consensus prediction using weighted voting.