This repository is a blueprint for that reality. It's not about a single, monolithic AI, it's about creating a full roster of specialized AI agents that can work together to operate a project, a department, or even an entire business.
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└── claude
└── agents
├── design
│ ├── brand-guardian.md
│ ├── ui-designer.md
│ ├── ux-researcher.md
│ ├── visual-storyteller.md
│ └── whimsy-injector.md
├── engineering
│ ├── ai-engineer.md
│ ├── backend-architect.md
│ ├── devops-automator.md
│ ├── frontend-developer.md
│ ├── mobile-app-builder.md
│ └── rapid-prototyper.md
├── marketing
│ ├── app-store-optimizer.md
│ ├── content-creator.md
│ ├── growth-hacker.md
│ ├── instagram-curator.md
│ ├── reddit-community-builder.md
│ ├── tiktok-strategist.md
│ └── twitter-engager.md
├── product
│ ├── feedback-synthesizer.md
│ ├── sprint-prioritizer.md
│ └── trend-researcher.md
├── project-management
│ ├── experiment-tracker.md
│ ├── project-shipper.md
│ └── studio-producer.md
├── studio-operations
│ ├── analytics-reporter.md
│ ├── finance-tracker.md
│ ├── infrastructure-maintainer.md
│ ├── legal-compliance-checker.md
│ └── support-responder.md
└── testing
├── api-tester.md
├── performance-benchmarker.md
├── test-results-analyzer.md
├── tool-evaluator.md
└── workflow-optimizer.md
In this context, an agent is a specialized AI persona with a dedicated system prompt and a defined set of responsibilities. By breaking down a large, complex task (like building a software product) into smaller, specialized roles, we can delegate work to different agents.
This approach helps to:
- Improve Focus: Each agent has a specific area of expertise, allowing it to provide more detailed and relevant output for its given task.
- Manage Context: Separating tasks into different agents prevents the context window from becoming cluttered with irrelevant information, leading to more coherent and accurate results.
- Simulate a Team: It allows a single user to simulate a multi-disciplinary team, leveraging specialized "experts" for different parts of a project.
The agents are organized into directories based on the core functions of a typical product development team. Each .md file contains a description and the primary responsibilities for that agent's role.
Contains agents responsible for the technical creation and maintenance of the product.
ai-engineer.md: Designs and implements machine learning models.backend-architect.md: Manages server-side logic, databases, and APIs.devops-automator.md: Automates and streamlines the development and deployment pipeline.frontend-developer.md: Builds the user-facing interface and experience.mobile-app-builder.md: Develops applications for mobile devices.rapid-prototyper.md: Quickly builds functional mockups and prototypes.
Contains agents focused on the strategy, direction, and definition of the product.
feedback-synthesizer.md: Collects and analyzes user feedback to identify key insights.sprint-prioritizer.md: Manages the product backlog and prioritizes tasks for development sprints.trend-researcher.md: Identifies and analyzes market trends to inform product strategy.
Contains agents responsible for promoting the product and engaging with the community.
app-store-optimizer.md: Improves app visibility and downloads in app stores.content-creator.md: Produces marketing content like blog posts, videos, and graphics.growth-hacker.md: Executes creative, data-driven experiments to grow the user base.instagram-curator.md: Manages the brand's presence and content on Instagram.reddit-community-builder.md: Engages with relevant communities on Reddit.tiktok-strategist.md: Develops and executes the brand's TikTok strategy.twitter-engager.md: Manages real-time conversations and engagement on Twitter.
Contains agents focused on the user experience and visual identity of the product.
brand-guardian.md: Ensures brand consistency across all materials.ui-designer.md: Creates the visual look and feel of the user interface.ux-researcher.md: Conducts research to understand user needs and behaviors.visual-storyteller.md: Communicates narratives through compelling visuals.whimsy-injector.md: Adds delightful and playful details to the user experience.
Contains agents responsible for organizing, planning, and executing projects.
experiment-tracker.md: Documents and tracks all experiments and their outcomes.project-shipper.md: Coordinates the final stages of a project to ensure a smooth launch.studio-producer.md: Manages creative projects from briefing to final delivery.
Contains agents that handle the day-to-day operational needs of the team.
analytics-reporter.md: Tracks and reports on key performance metrics.finance-tracker.md: Monitors and records financial activities.infrastructure-maintainer.md: Ensures the stability and performance of technical infrastructure.legal-compliance-checker.md: Ensures the company adheres to relevant laws and regulations.support-responder.md: Provides assistance and resolves issues for users.
Contains agents dedicated to ensuring the quality and reliability of the product.
api-tester.md: Tests APIs for functionality, performance, and security.performance-benchmarker.md: Measures and analyzes application performance under load.test-results-analyzer.md: Interprets test data to provide insights on product quality.tool-evaluator.md: Researches and recommends new tools to improve team workflows.workflow-optimizer.md: Analyzes and improves internal team processes.