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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A simple task management system for managing AI dev agents
| Date | Stars |
|---|---|
| 2026-07-31 | 7785 |
| 2026-08-02 | 7785 |
| 2026-08-03 | 7782 |
| 2026-08-06 | 7782 |
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# AI Dev Tasks
Welcome to **AI Dev Tasks**! This repository provides a collection of markdown files designed to supercharge your feature development workflow with AI-powered IDEs and CLIs. These tools work with any AI coding assistant including [Amp](https://ampcode.com), Claude Code, Windsurf, and others. By leveraging these structured prompts, you can systematically approach building features, from ideation to implementation, with built-in checkpoints for verification.
Stop wrestling with monolithic AI requests and start guiding your AI collaborator step-by-step!
## The Core Idea
Building complex features with AI can sometimes feel like a black box. This workflow aims to bring structure, clarity, and control to the process by:
1. **Defining Scope:** Clearly outlining what needs to be built with a Product Requirement Document (PRD).
2. **Detailed Planning:** Breaking down the PRD into a granular, actionable task list.
3. **Iterative Implementation:** Guiding the AI to tackle one task at a time, allowing you to review and approve each change.
This structured approach helps ensure the AI stays on track, makes it easier to debug issues, and gives you confidence in the generated code.
## Workflow: From Idea to Implemented Feature
Here's the step-by-step process using the `.md` files in this repository:
### 1. Create a Product Requirement Document (PRD)
First, lay out the blueprint for your feature. A PRD clarifies what you're building, for whom, and why.
You can create a lightweight PRD directly within your AI tool of choice:
1. Ensure you have the `create-prd.md` file from this repository accessible.
2. In your AI tool, initiate PRD creation:
```text
Use @create-prd.md
Here's the feature I want to build: [Describe your feature in detail]
Reference these files to help you: [Optional: @file1.py @file2.ts]
```
### 2. Generate Your Task List from the PRD
With your PRD drafted (e.g., `MyFeature-PRD.md`), the next step is to generate a detailed, step-by-step implementation plan for your AI Developer.
1. Ensure you have `generate-tasks.md` accessible.
2. In your AI tool, use the PRD to create tasks:
```text
Now take @MyFeature-PRD.md and create tasks using @generate-tasks.md
```
*(Note: Replace `@MyFeature-PRD.md` with the actual filename of the PRD you generated in step 1.)*
### 3. Examine Your Task List
You'll now have a well-structured task list, often with tasks and sub-tasks, ready for the AI to start working on. This provides a clear roadmap for implementation.
### 4. Instruct the AI to Work Through Tasks (and Mark Completion)
To ensure methodical progress and allow for verification, instruct the AI to work through the task list one sub-task at a time.
1. In your AI tool, tell the AI to start with the first task (e.g., `1.1`):
```text
Please start on task 1.1 from the generated task list.
```
The AI will attempt the task and then prompt you to review.
### 5. Progress
The AI will continue working through the remaining tasks in the list.
While it's not always perfect, this method has proven to be a very reliable way to build out larger features with AI assistance.
### Video Demonstration
If you'd like to see this in action, I demonstrated it on [Claire Vo's "How I AI" podcast](https://www.youtube.com/watch?v=fD4ktSkNCw4).
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Ryan Carson
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Peter Goldstein · Hearst
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Filip Hyža · @InQool
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Michał Ordon · @tehidea · United Kingdom
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d10e66975a3b6621, llm:description: 'A simple task management system for managing AI dev agents'
matched fp:d10e66975a3b6621, llm:description: 'A simple task management system for managing AI dev agents'