AI Use Cases
AI Use Case Assessment Worksheet
3-dimensional evaluation framework (Desirability, Feasibility, Viability) with scoring system.
Practitioner Assets
Working documents for AI practitioners
Use-case gates, eval plans, agent harness checklists, degradation triage, and production readiness reviews.
Featured Templates
AI Use Cases
AI ROI Calculator
Financial analysis template with cost/benefit calculations, risk scenarios, and sensitivity analysis.
Ralph Wiggum
Ralph Task Definition Guide
How to write Ralph-ready task definitions with measurable success criteria and verification patterns.
Ralph Wiggum
Ralph Pre-Launch Checklist
Comprehensive checklist to ensure success before every Ralph run, covering environment, cost controls, and safety nets.
Production AI Systems
Production AI Readiness Review
A practical readiness review for AI systems before they reach real users, covering ownership, evals, fallback paths, cost, and observability.
Production AI Systems
Agent Harness Eval Plan
A worksheet for defining tool boundaries, failure cases, regression datasets, escalation paths, and release gates for AI agents.
Production AI Systems
Goal-Based Agent Work Template
A reusable /goal contract for long-running AI coding sessions with context, constraints, success criteria, verification commands, stop rules, and final delivery proof.
Production AI Systems
EU AI Act Assessment Notebook
Enterprise-ready worksheet for classifying AI systems, mapping EU AI Act obligations, and tracking risk, data governance, oversight, and monitoring evidence.
Browse by Category
AI Use Cases
5 templatesFrameworks and templates for evaluating AI use cases, calculating ROI, and making informed decisions.
Ralph Wiggum
4 templatesProduction-ready templates, checklists, and guides for implementing autonomous AI coding with Ralph Wiggum loops.
Production AI Systems
4 templatesOperating checklists, eval plans, and readiness reviews for AI systems that need to survive real users.
All Templates
AI Use Cases
AI Use Case Assessment Worksheet
3-dimensional evaluation framework (Desirability, Feasibility, Viability) with scoring system.
AI Use Cases
AI Architecture Gate
Enterprise governance and approval process with 5 gates. Mandatory before budget approval.
AI Use Cases
AI ROI Calculator
Financial analysis template with cost/benefit calculations, risk scenarios, and sensitivity analysis.
AI Use Cases
PoC Validation Checklist
4-week proof-of-concept framework with success criteria, week-by-week structure, and decision gates.
AI Use Cases
AI Level Decision Matrix
Reference guide for selecting the appropriate AI level (0-5) with explanations and cost estimates.
Ralph Wiggum
Ralph Task Definition Guide
How to write Ralph-ready task definitions with measurable success criteria and verification patterns.
Ralph Wiggum
Ralph Pre-Launch Checklist
Comprehensive checklist to ensure success before every Ralph run, covering environment, cost controls, and safety nets.
Ralph Wiggum
Ralph Product Requirements Document
Complete PRD for implementing Ralph Wiggum autonomous coding workflows in production environments.
Ralph Wiggum
Ralph Implementation Skill Guide
Step-by-step guide to mastering autonomous AI coding with Ralph Wiggum loops, from basics to advanced patterns.
Production AI Systems
Production AI Readiness Review
A practical readiness review for AI systems before they reach real users, covering ownership, evals, fallback paths, cost, and observability.
Production AI Systems
Agent Harness Eval Plan
A worksheet for defining tool boundaries, failure cases, regression datasets, escalation paths, and release gates for AI agents.
Production AI Systems
Goal-Based Agent Work Template
A reusable /goal contract for long-running AI coding sessions with context, constraints, success criteria, verification commands, stop rules, and final delivery proof.
Production AI Systems
EU AI Act Assessment Notebook
Enterprise-ready worksheet for classifying AI systems, mapping EU AI Act obligations, and tracking risk, data governance, oversight, and monitoring evidence.
Note: These templates are designed to be filled out and used as working documents. Download the Markdown files to edit them directly, or view them online for reference.