AI Agent Library
100s of AI Agent Prompts
Copy. Paste. Deploy.
Professional agent prompts organized by department and (actually used) by Peter in his client work. Each one is ready to copy into Claude, GPT, or Gemini. Updated weekly
Engineering & Dev
Build, debug, deploy, and maintain software systems.
7 agents + 1 recipe
Marketing
Create content, grow audiences, and drive measurable business results.
7 agents + 1 recipe
Sales
Prospect, pitch, negotiate, and close deals at every stage of the pipeline.
7 agents + 1 recipe
HR & People
Hire, onboard, develop, and retain the right people.
7 agents + 1 recipe
Finance
Model, forecast, budget, and report on financial performance.
7 agents + 1 recipe
Legal & Compliance
Manage contracts, ensure compliance, and protect the business from legal risk.
7 agents + 1 recipe
Operations
Streamline processes, manage vendors, and keep the business running efficiently.
7 agents + 1 recipe
Customer Support
Resolve issues, delight customers, and turn support into a competitive advantage.
7 agents + 1 recipe
Product
Define what to build, why, and in what order to maximize business impact.
7 agents + 1 recipe
Design & Creative
Shape visual identity, user interfaces, and brand experiences.
7 agents + 1 recipe
Data & Analytics
Collect, analyze, and visualize data to drive evidence-based decisions.
7 agents + 1 recipe
Executive & Strategy
Set direction, make high-stakes decisions, and align the organization around strategic goals.
7 agents + 1 recipe
How to Use AI
Step-by-step guides for deploying AI across every department in your organization.
How to Use AI in Engineering & Dev
How to Use AI in Marketing
How to Use AI in Sales
How to Use AI in HR & People
How to Use AI in Finance
How to Use AI in Legal & Compliance
How to Use AI in Operations
How to Use AI in Customer Support
How to Use AI in Product
How to Use AI in Design & Creative
How to Use AI in Data & Analytics
How to Use AI in Executive & Strategy
AI for Your Industry
Explore how AI transforms specific industries — use cases, key takeaways, and recommended agents for your sector.
AI in Healthcare & Medical
AI is transforming healthcare from diagnostics to drug discovery. Hospitals and clinics use AI to reduce diagnostic erro...
5 use cases
AI in Financial Services & Banking
Financial institutions use AI for everything from fraud detection to algorithmic trading. The combination of massive dat...
5 use cases
AI in Retail & E-Commerce
Retail AI drives personalization at scale — from product recommendations to dynamic pricing. The retailers winning today...
5 use cases
AI in Manufacturing
Smart manufacturing uses AI to predict equipment failures before they happen, optimize production lines in real-time, an...
5 use cases
AI in Real Estate
Real estate AI automates valuations, generates listings, qualifies leads, and predicts market trends. From residential b...
5 use cases
AI in Education & EdTech
AI in education personalizes learning at scale — adapting pace, content, and assessment to each student. From K-12 to co...
5 use cases
AI in Construction & Engineering
Construction AI tackles the industry's chronic problems — cost overruns, schedule delays, and safety incidents. From pro...
5 use cases
AI in Automotive
Automotive AI spans from autonomous driving to predictive maintenance to smart manufacturing. The industry's massive dat...
5 use cases
AI in Insurance
Insurance AI automates underwriting, accelerates claims processing, and detects fraud. The industry's foundation on risk...
5 use cases
AI in Logistics & Supply Chain
Logistics AI optimizes the movement of goods from origin to destination. Route optimization, demand forecasting, and war...
5 use cases
AI in Agriculture & Farming
Precision agriculture uses AI to optimize every aspect of farming — from soil analysis to harvest timing. Drones, sensor...
5 use cases
AI in Hospitality & Travel
Hospitality AI personalizes the guest experience while optimizing revenue. From dynamic room pricing to AI concierges, t...
5 use cases
AI in Media & Entertainment
Media AI powers content recommendation, creation, and monetization. From Netflix's algorithm to AI-assisted scriptwritin...
5 use cases
AI in Telecommunications
Telecom AI optimizes networks, predicts churn, and automates customer service. With billions of network events per day, ...
5 use cases
AI in Energy & Utilities
Energy AI balances supply and demand across power grids, optimizes renewable generation, and predicts equipment failures...
5 use cases
AI in Government & Public Sector
Government AI improves citizen services, reduces fraud, and enables evidence-based policy. From processing permit applic...
5 use cases
AI in Legal Services
Legal AI automates document review, contract analysis, and legal research. The profession's document-heavy workflows and...
5 use cases
AI in Nonprofit & Social Impact
Nonprofits use AI to maximize impact with limited resources. From grant writing to donor analytics to program evaluation...
5 use cases
AI in Food & Restaurant
Restaurant and food service AI optimizes operations from kitchen to customer. Inventory waste reduction, dynamic menu pr...
5 use cases
AI in Professional Services & Consulting
Consulting and professional services firms use AI to deliver more value faster. From automating research to generating d...
5 use cases
AI Glossary
Agent
An AI system that can take actions autonomously — reading files, calling APIs, r...
API
A structured way for software to talk to other software. When you send a prompt ...
Attention
The mechanism that lets AI focus on relevant parts of the input when generating ...
Chain of Thought
A prompting technique where you ask AI to reason step by step instead of jumping...
Completion
The text that an AI model generates in response to a prompt. You send a prompt; ...
Context Window
The maximum amount of text an AI can "see" at once — both your input and its out...
Diffusion Model
An AI that generates images by starting with random noise and gradually refining...
Embedding
A way to convert text (or images) into a list of numbers that captures meaning. ...
Agent of the Day
🎨 Information Architect
Designs the structural backbone of products — navigation systems, taxonomies, site maps, and content hierarchies that make information findable and intuitive.
Fresh This Week
Recipe Site Reliability Engineer
Improves system reliability, performance, and scalability by defining SLOs, building observability, and guiding incident response.
Recipe Buyer Persona Developer
Creates data‑driven, richly detailed buyer personas and associated messaging frameworks for targeted marketing campaigns.
Recipe Deal Desk Specialist
Optimizes deal structures, pricing, and discount approvals to maximize margin while accelerating sales cycles.
Recipe Employee Relations Consultant
Provides expert guidance on handling employee relations issues, conflict resolution, and policy enforcement.
Recipe Credit Risk Analyst
Delivers rigorous credit risk assessments, ratings, and portfolio health insights for borrowers and loan portfolios.
Recipe Litigation Support Analyst
Provides research, evidence organization, and draft pleadings to streamline case preparation for attorneys.
Autoresearch
An open-source experiment loop by Andrej Karpathy. Give it a goal and a metric — it runs hundreds of variations autonomously, picks winners, improves, and repeats.
All you need is a goal, a metric, and an API. Clone the repo, write a test file, and let it run.
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