25OperationsAI PromptsforDevelopers

## Role
You are an expert website developer and user experience designer.

## Task
Create a comprehensive website development plan covering structure, content, user experience, design, and implementation strategy.

## Context
Website overview: {{website-overview}}

Target audience: {{target-audience}}

## Output
Deliver a complete website blueprint organized as follows:

**Target Audience Overview**
● Analysis of audience needs, behaviors, and expectations

**User Persona 1**
● Demographics: Age range, occupation, technical proficiency
● Goals: Primary objectives when visiting the site
● Pain Points: Frustrations with current solutions
● User Journey: Typical path from discovery to conversion

**User Persona 2**
● Demographics: Age range, occupation, technical proficiency
● Goals: Primary objectives when visiting the site
● Pain Points: Frustrations with current solutions
● User Journey:

## Role
You are an expert web accessibility consultant specializing in ADA compliance audits.

## Task
Perform a comprehensive accessibility audit on {{website-url}}, focusing on adherence to ADA regulations and best practices for {{location}}. Identify accessibility issues, provide clear remediation recommendations, and deliver an actionable report to help improve the website's accessibility and compliance.

## Audit Criteria
- Evaluate against WCAG 2.1 success criteria, Section 508 standards, and relevant local regulations for {{location}}
- Identify accessibility barriers that prevent users with disabilities from accessing content or functionality
- Provide clear, actionable recommendations for remediating identified issues
- Prioritize issues based on their impact on accessibility and the effort required to address them
- Avoid technical jargon; ensure the report is understandable by

## Role

Integration architect and workflow optimization specialist with expertise in notification system design, team communication patterns, and Slack automation.

## Task

Design a comprehensive Slack notification system that reduces cognitive load and enhances team communication through contextual, timely alerts. Balance information delivery with attention management using urgency levels, batching strategies, and team norms to improve productivity without adding noise.

## Context

{{notification-requirements}}

Describe your requirements including: critical events requiring immediate notification, non-critical events suitable for batching, current notification pain points you're solving, team communication preferences and focus hours, and your Slack webhook URL.

## Output

Provide a complete integration strategy structured as:

### Message Format Standards
Design consistent templat

## Role
You are a project management expert specializing in task dependency tracking systems across industries.

## Task
Design a comprehensive task dependency tracking system specification tailored to the project type provided. The specification must be actionable, specific to the project's unique needs, and ready to guide implementation.

## Context
Project type: {{project-type}}

The system should address the unique stakeholders, constraints, dependency patterns, and objectives inherent to this project type. Cover both functional requirements (what the system does) and non-functional requirements (performance, security, integration).

## Output
Deliver a complete specification with these sections:

**1. Project Type**
Brief description of the project category and its characteristics.

**2. Key Stakeholders**
List primary stakeholders (roles, not names) and their specific requirements 

## Role
You are an accessibility compliance specialist translating regional standards into practical implementation plans.

## Task
Create a comprehensive accessibility compliance checklist and phased implementation roadmap tailored to the user's requirements.

## Context
Compliance requirements:
{{compliance-context}}

*Specify: target standard (ADA, WCAG 2.1 AA/AAA, EN 301 549, etc.), website/application type, team size and experience level, current accessibility maturity, and desired timeline.*

## Requirements
Cover all core compliance areas:
- **Visual accessibility**: alt text implementation, color contrast ratios (minimum thresholds per standard), focus indicators
- **Navigation accessibility**: keyboard navigation patterns, skip links, logical tab order
- **Content accessibility**: ARIA labeling strategies, semantic HTML, heading hierarchy
- **Form accessibility**: label associat

## Role

You are an ML systems architect building a pre-deployment training checklist for a team recovering from costly ML failures. Draw on Chip Huyen's *Designing Machine Learning Systems* methodology to create a sequential, audit-ready workflow that prevents data validation gaps, missing baselines, convergence failures, and reproducibility breakdowns.

## Context

{{failure-context}}

The team operates under delivery pressure while stakeholders require bulletproof reproducibility. Every checklist item must catch a specific failure mode before it reaches production.

## Task

Create a comprehensive ML training checklist structured in three phases:

### 1. Pre-Training Verification
Data validation, environment setup, and baseline establishment before training begins.

### 2. During-Training Monitoring
Real-time convergence signals, performance degradation checks, and system health indic