GitHub - snarktank/ai-dev-tasks: A simple task management system for managing AI dev agents · GitHub
AI Dev Tasks is a lightweight prompt-based workflow for directing AI coding agents through requirements, granular planning, and reviewable implementation steps. It replaces one-shot feature prompts with a PRD-to-task-list process that keeps humans in control.
GitHub - snarktank/ai-dev-tasks: A simple task management system for managing AI dev agents · GitHub
Author: snarktank | Published: Unknown | Generated: 2025-06-12 | Domain: github.com
Tags: ‘#ai-agents’ ‘#ai-coding’ ‘#task-management’ ‘#prd’ ‘#developer-workflow’
TLDR
AI Dev Tasks provides two reusable Markdown prompts—one to produce a Product Requirements Document (PRD), another to turn it into a detailed task list—for managing AI-assisted feature development. Rather than issuing a monolithic coding request, developers define scope, generate granular tasks, and ask the agent to complete and mark off work one sub-task at a time. The workflow emphasizes human review, explicit context, and iterative correction to improve reliability on larger features.
Key Takeaways
- Three-stage workflow: Define a feature in a PRD, convert the PRD into an actionable task list, then have the AI implement individual sub-tasks with review checkpoints.
- Two core prompt files:
create-prd.mdguides requirement creation, whilegenerate-tasks.mddecomposes a PRD into implementation work. - Human-controlled iteration: Developers review each small change before continuing, reducing the risk that an agent loses context or produces overly complex, incorrect code.
- Tool-agnostic design: The Markdown-based prompts are intended for AI coding assistants including Amp, Claude Code, and Windsurf.
- Repository traction: At the captured time, the public repository reports 7.8k stars, 1.7k forks, 218 watchers, 65 commits, and 12 contributors.
Images & Media
- Example of initiating PRD creation — Screenshot showing how to invoke the PRD-creation prompt in an AI tool.
- Example of generating tasks from a PRD — Screenshot of converting a PRD into a structured implementation task list.
- Example of a generated task list — Illustration of the task and sub-task roadmap produced for the AI agent.
- Demonstration of AI Dev Tasks on How I AI Podcast — Video thumbnail for a recorded demonstration of the workflow.
Referenced Links
- AI Dev Tasks repository — Source repository containing the workflow and prompt files.
- create-prd.md — Prompt template for producing a feature PRD.
- generate-tasks.md — Prompt template for translating a PRD into an implementation checklist.
- Amp — Example AI coding assistant supported by the workflow.
- How I AI podcast demonstration — Video walkthrough featuring the AI Dev Tasks method.