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implement-todo

Automate ClickUp TODO task implementation with PR creation and worktree management.

1|Updated Jan 11, 2026
Search Tags:#automation#workflow#ai#todo#pr#implement
One-click install
npx skills add https://github.com/martiendejong/autonomous-dev-system --skill implement-todo-martiendejong
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: implement-todo
Source: https://github.com/martiendejong/autonomous-dev-system/tree/main/.claude/skills/implement-todo
Command: npx skills add https://github.com/martiendejong/autonomous-dev-system --skill implement-todo-martiendejong

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates autonomous implementation of TODO tasks from project-management systems using AI-powered analysis and workflow automation, reducing manual effort and speeding delivery.

Core Features & Use Cases

  • AI-driven task analysis and completion detection for TODO tasks.
  • Autonomous implementation with CI/CD integration, PR creation, and worktree management.
  • Suitable for backend and frontend tasks across software projects, with checkpoints for reviews and blockers.

Quick Start

Invoke the implement-todo skill on your project board to autonomously analyze and implement all TODO tasks, create PRs, and manage worktrees.

Frequently Asked Questions about implement-todo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the implementation of TODO tasks from ClickUp using AI?▼

You can autonomously implement ClickUp TODO tasks by applying AI-powered analysis, code generation, and workflow orchestration to handle statuses like TODO, blocked, or refinement-needed while creating PRs and managing worktrees.

Can AI automatically create pull requests for backend and frontend TODO tasks?▼

Yes, autonomous TODO task implementation supports both backend and frontend software projects, utilizing CI/CD integration and workflow orchestration to automatically generate code and create pull requests.

What is the best way to manage worktrees when autonomously implementing TODO tasks?▼

Managing worktrees during autonomous TODO implementation is handled through allocate-worktree and release-worktree integrations, which allocate environments for tasks and release them after PR creation and verification.

How does autonomous task implementation handle blocked or refinement-needed TODO tasks?▼

Autonomous implementation uses decision gates and status updates to handle blocked or refinement-needed TODO tasks, triggering refinement workflows or stopping for human review before proceeding with code generation.

Does autonomous TODO implementation integrate with existing GitHub workflows and CI/CD pipelines?▼

Yes, autonomous TODO implementation integrates directly with github-workflow and CI/CD pipelines to automate task analysis, run complete-work-verification, and ensure code quality before finalizing pull requests.

When should I not use AI to autonomously implement TODO tasks?▼

You should avoid autonomous TODO implementation for tasks lacking clear acceptance criteria or requiring deep domain-specific logic, as decision gates may halt progress and require manual refinement before AI code generation can proceed.

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