-
AI Skill
- Access Fingerprinter
- Accessibility Design
- Ad Campaign Optimization
- Advisor Action Framework
- Agentic Task Execution
- AI Candor Probe
- AI Citation Tracking
- AI Content Authenticity Detection
- AI Coworker Trust Protocol
- AI Inference Boundary Review
- AI Journalism
- AI Project Showcase Skill
- AI Self-Report Calibration
- AI Vision Diagnosis
- Antigravity Browser QA
- Antigravity Parallel Debug
- Antigravity Test Orchestration
- Apache HTTPD Configuration
- API Design
- Apple Human Interface Design System
- AppSec Engineer — API Security Specialist
- AppSec Engineer — Cloud & Container Security Specialist
- AppSec Engineer — DevSecOps Specialist
- AppSec Engineer — IAM Security Specialist
- AppSec Engineer — Security Testing & Incident Response Specialist
- Arborist / Tree Care Specialist
- Atlanta Gardening
- Atlanta Guide
- B2B Media Consulting
- Botanist / Plant Scientist
- Brand Voice Development
- Business Proposal Evaluation
- Career Assessment
- Celery Task Management
- Children's Garden Educator
- Civic Tech Privacy Architecture
- Claims Integrity Audit
- CloudKit + Tauri Debugging
- Code Review
- Community Engagement Features
- Community Engagement Manager
- Competitive Analysis
- Conservation Biologist
- Content Gap Analysis
- Content Strategy
- Contract Analysis
- Conversational UI Design
- Cooking Technique Tutorial
- Copywriting
- Culinary Knowledge Lookup
- Curator of Living Collections
- Customer Journey Methodology
- Customer Support
- Data Interpretation
- Democratic Health Monitoring
- Dependency Hygiene
- Design Systems
- Dify Knowledge Base Management
- Director of Education
- Director of Horticulture
- Director of Science & Research
- Dive Conditions Forecasting
- Dive Planning
- Dive Site Data Ingestion
- Diversity, Equity & Inclusion (DEI) Coordinator
- Docker Compose Management
- Education Curator
- Education Program Coordinator
- Email Campaign Automation
- Email Parsing — Travel Bookings
- Estate Accounting
- Estate and Trust Management
- Estate Document Extraction
- Estate Jurisdiction Engine
- Estate Manager — Build Plan
- Estate Manager — Updated Product Roadmap
- Estate Professional — CPA / Accountant
- Estate Professional — Elder Law Attorney
- Estate Professional — Enrolled Agent
- Estate Professional — Estate Planning Attorney
- Estate Professional — Financial Advisor
- Estate Professional — Insurance Agent
- Estate Professional — Probate Attorney
- Estate Professional — Probate Litigation Attorney
- Estate Professional — Real Estate Agent
- Estate Professional — Real Estate Appraiser
- Estate Professional — Real Estate Attorney
- Estate Professional — Tax Attorney
- Estate Professional — Title Company
- Estate Task Automation
- EventKit Calendar Sync
- Executive Advisor Board — Build Plan
- Executive Advisor Board — Updated Product Roadmap
- Executive Board Advisor
- Executive CCO (Chief Customer Success Officer)
- Executive CEO
- Executive CFO
- Executive CHRO
- Executive CMO
- Executive COO
- Executive CPO (Chief Product Officer)
- Executive CRO (Chief Revenue Officer)
- Executive CTO
- Executive General Counsel
- Expat Planning
- Expat Tax Compliance
- Fact-Checking
- Family Gamification Design
- FastAPI Development
- Federal Register API Integration
- FIFA 2026 World Cup Travel Advisory
- Financial Analysis
- Flask Application Development
- FLUX Image Generation
- FLUX Operations
- Garden Technician
- Gardener / Groundskeeper
- Generative Engine Optimization
- GIS / Mapping Specialist
- Grateful Dead Historian
- Greenhouse Manager
- Greenhouse Technician
- Guided Content Journeys
- Head Gardener / Garden Manager
- Herbarium Curator
- Horticulturist
- Image Generation Service Operations
- Influencer Marketing
- Infrastructure Operations
- Infrastructure Upgrades
- Integrated Pest Management (IPM) Specialist
- Interaction Design
- Internship Program Coordinator
- Interview Coaching Design
- Irrigation Specialist
- ITI Audience Development
- ITI Consulting Intake
- ITI Content Strategy
- ITI Marketing Tone & Brand Voice
- ITI Quality Assurance
- ITI Report Synthesis
- ITI Strategic Planning
- ITI Technology Strategy
- Java Development
- Journey Mapping
- Landing Page Optimization
- Lead Qualification
- Local SEO Optimization
- Marine Life Identification
- Market Research
- MCP Client for Tauri
- MCP Server Development
- Meal Planning
- Meeting Management
- Mental Load Equity Design
- Multi-Agent Deliberation Design
- Multilingual Content Management
- Music Discovery
- n8n + Dify Testing
- n8n Debugging
- n8n Workflow Development
- News Credibility Scoring
- Nginx Reverse Proxy
- Objection Handling
- Onboarding Design
- Pinecone Embedding Management
- Podcast Production
- Portfolio HTML Files - Creation Summary
- PostgreSQL Administration
- Presentation Design
- Press Release Writing
- PRISM ZIP Code → Zone Lookup
- Privacy Compliance
- Product Design
- Product Roadmap Update Prompt
- Professional Selection
- Project Management
- Prompt Auditor
- Proposal Evaluation
- Public Relations Manager
- RabbitMQ Messaging
- Recipe Formatting
- Redis Operations
- Relationship App Design
- Release Management
- Requirements Writing
- Research Associate / Lab Technician
- Retirement Calculator Engine
- Roadmap Build Planning
- Safety Guardrails
- Salary Negotiation Frameworks
- Schema Markup Generation
- School Programs Specialist
- Scope Control
- Scouting Trip Planning
- Screenshot Capture Guide
- Seed Bank Curator
- SEO & AEO Optimization
- SEO Assistant with LLM
- Session Context Protocol
- Skills Index
- Social Media Content Calendar
- Speech Analyzer
- Stable Diffusion Image Generation
- Tauri Desktop Development
- Taxonomist
- Tech Debt Analysis
- Technical Writing
- Test Plan Writing
- Therapeutic Horticulture Program Manager
- Travel Planning
- TSP Route Optimization
- UI Design
- UX Research
- Vibe Coding Guardrails
- Video Scripting
- Visual Brand Design
- Volunteer Coordinator
- Weather Underground PWS Integration
- Weather-Disease Modeling
- Wildlife Habitat Certification Guide
- WordPress Development
- WordPress Role-Based Access
- WordPress SEO Plugin Integration
- Workflow Adapter Integration
- Show Remaining Articles (210) Collapse Articles
-
Product Showcase
- AEO Optimizer Product Showcase
- AI News Cafe Product Showcase
- AI Project Showcase: Journey Mapper (Customer Journey Mapper)
- AI Project Showcase: SEO Assistant with LLM
- Estate Manager Product Showcase
- Executive Advisor Board Product Showcase
- Expat Advisor Showcase
- Factchecker Product Showcase
- Farmers Bounty Product Showcase
- Gardener's Bounty AI Assistant Product Showcase
- GD Claude Chatbot Product Showcase
- IT Influentials Agent POC Product Showcase
- IT Influentials Agent Product Showcase
- IT Influentials Express Agents Product Showcase
- My TravelPlanner Product Showcase
- Patriot Agent Product Showcase
- Patriot University Showcase
- ScubaGPT — Product Showcase
- ScubaGPT Showcase
- WordPress Plugin Clone Safety Checker Showcase
- Show Remaining Articles (5) Collapse Articles
-
ITI Knowledge System
- Chapter 1: Introduction
- Chapter 10: n8n — Debugging & Operations
- Chapter 11: Dify — Knowledge Bases & RAG
- Chapter 12: The ITI Workflow Adapter
- Chapter 13: The ITI Shared Library
- Chapter 14: WordPress Plugin Development
- Chapter 15: Desktop Apps with Tauri 2
- Chapter 16: Python Services
- Chapter 17: iOS & macOS with Swift
- Chapter 18: Claude & the Anthropic API
- Chapter 19: Prompt Engineering
- Chapter 2: Workspace Overview
- Chapter 20: Agents, Skills & Pipelines
- Chapter 21: Knowledge Bases
- Chapter 22: Safety & Guardrails
- Chapter 23: Build Session Protocol
- Chapter 24: Required Product Artifacts
- Chapter 25: Testing
- Chapter 26: Security Standards
- Chapter 27: Deployment
- Chapter 28: Cursor Skills
- Chapter 29: Cursor Rules
- Chapter 3: The Docker Stack
- Chapter 30: MCP Integrations
- Chapter 31: Builder and Agent Roles
- Chapter 32: Builder's Portfolio
- Chapter 33: Claims Integrity & Content Governance
- Chapter 4: Daily Operations
- Chapter 5: Infrastructure Upgrades
- Chapter 6: PostgreSQL & pgvector
- Chapter 7: Redis
- Chapter 8: Nginx Reverse Proxy
- Chapter 9: n8n — Workflow Development
- Show Remaining Articles (18) Collapse Articles
-
AI Agent
-
User Guide
- ADMIN-SHORTCODES.html Update Summary
- Factchecker Plugin - Installation Guide
- Factchecker Plugin - Troubleshooting Guide
- Farmers Bounty - Quick Start Guide
- Farmers Bounty - Troubleshooting Guide
- Farmers Bounty - User Guide
- Farmers Bounty Desktop User Guide
- Farmers Bounty Plugin - Gardener's Review Guide
- Farmers Bounty Plugin v6.6.0 - Release Notes
- Farmers Bounty v2.0 - Complete User Guide
- Farmers Bounty v5.3.0 - Complete User Guide
- 🌱 Farmers Bounty Homepage Shortcode - Quick Start
- 🌱 Farmers Bounty Shortcodes
- 🌹 Grateful Dead Chatbot - Quickstart Guide ⚡
-
Requirements
-
ScubaGPT
-
Grateful Dead Chatbot
-
Farmers Bounty
- 01 current state analysis
- 02 architecture overview
- 03 data sources
- 05 cost analysis
- 06 database schema
- 08 ui ux changes
- 09 ai context optimization
- 10 testing validation
- 11 risk mitigation
- 12 implementation checklist
- ADMIN-SHORTCODES.html Update Summary
- Beneficial Insects Guide for Georgia Gardens
- Farmers Bounty - Quick Start Guide
- Farmers Bounty - Troubleshooting Guide
- Farmers Bounty - User Guide
- Farmers Bounty Chatbot - Complete Documentation
- Farmers Bounty Desktop User Guide
- Farmers Bounty Plugin - Gardener's Review Guide
- Farmers Bounty Plugin v6.6.0 - Release Notes
- Farmers Bounty v2.0 - Complete User Guide
- Farmers Bounty v5.3.0 - Complete User Guide
- Glossary
- 🌱 Farmers Bounty Homepage Shortcode - Quick Start
- 🌱 Farmers Bounty Shortcodes
- Show Remaining Articles (9) Collapse Articles
-
Technical Document
-
Answer Engine Optimizer
-
SEO Optimizer
- Articles coming soon
-
Travel Planner
-
Fact Checker
-
Estate Manager
- Articles coming soon
-
ITI Operations
- AI Project Showcase Skill
- End-User Documentation Requirements Document
- Farmers Bounty Plugin - Gardener's Review Guide
- IT Influentials Agent POC Product Showcase
- IT Influentials Agent Product Showcase
- IT Influentials Express Agents Product Showcase
- ITI Financial Modeling
- Tavily & Pinecone Integrations
- Wordpress Plugin Install Safety Features
-
ITI Marketing
- Articles coming soon
-
Patriot University
-
Personal Assistant
Requirements Writing
name: requirements-writing
description: Elicit, document, and validate software requirements — functional specs, user stories, acceptance criteria, and non-functional requirements. Use when starting a new feature or product, reviewing a vague product brief, writing acceptance criteria, or auditing requirements before build begins.
Requirements Writing
Instructions
Transform product ideas into precise, buildable requirements that engineers can act on without ambiguity.
Requirements quality criteria (every requirement must be):
- Specific: “API response < 2 seconds for 95th percentile" not "the system should be fast"
- Measurable: includes a testable condition or acceptance criterion
- Achievable: within the available tech stack and timeline
- Traceable: linked to a business goal or user need
- Complete: includes error states, not just the happy path
Functional requirements document structure:
## Functional Requirements
| ID | Requirement | Priority | Notes |
|----|-------------|----------|-------|
| FR-001 | [Specific testable action/behavior] | Must Have / Should Have / Could Have | |
Priority tiers (MoSCoW): Must Have (release blocker), Should Have (high value), Could Have (nice to have), Won’t Have (explicitly out of scope).
Non-functional requirements (always address):
- Performance: response time thresholds, max concurrent users, storage limits
- Security: authentication requirements, data sensitivity classification, encryption at rest/in transit
- Reliability: uptime target, error rate tolerance, recovery time objective
- Scalability: expected growth, bottleneck points
User story format:
As a [user role], I want [capability] so that [benefit].
Acceptance criteria format (BDD):
Given [context/precondition] When [action/trigger] Then [expected outcome] And [additional outcome if needed]
Elicitation questions (apply to every feature):
- Who is the user? (role, technical level, context of use)
- What triggers this interaction? (event, data availability, user decision)
- What is the desired outcome? (what “done” looks like for the user)
- What are the failure modes? (what can go wrong; required behavior for each)
- What are the performance constraints? (speed, scale, availability)
- What is explicitly out of scope for this version?
Gap and ambiguity log format:
| Issue ID | Requirement | Problem | Impact | Question to Resolve |
|---|
Outputs: Requirements specification document (.md), user story set with acceptance criteria, non-functional requirements table, ambiguity/gap log, out-of-scope list.
