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ah-implement-tasks

Automate end-to-end implementation of tasks from tasks.md with the ah prefix.

Updated Aug 27, 2026
Search Tags:#ai#monorepo#speckit#context-loading#task-implementation#code-automation
One-click install
npx skills add https://github.com/arinhubcom/arinhub-dev-skills --skill ah-implement-tasks
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ah-implement-tasks
Source: https://github.com/arinhubcom/arinhub-dev-skills/tree/main/skills/ah-implement-tasks
Command: npx skills add https://github.com/arinhubcom/arinhub-dev-skills --skill ah-implement-tasks

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates the end-to-end process of implementing tasks described in tasks.md when using the "ah" prefix, handling prerequisites, tech-stack detection, context gathering, and orchestration of subagents with commit-after-pass.

Core Features & Use Cases

  • Validates prerequisites and loads project context to prepare for implementation.
  • Detects the project's tech stack to load relevant best-practice guidance and documentation.
  • Orchestrates Speckit-based implementation with subagents, live doc retrieval via context7, and dependency source access via npx opensrc, with progress tracking and auto-commit after passes.
  • Supports monorepo scoping, task-level retry, and resume after interruptions for robust, production-ready workflows.

Quick Start

Prompt the system to implement the tasks described in tasks.md for the current feature branch using the ah prefix.

Frequently Asked Questions about ah-implement-tasks

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

FAQPage Schema
How do I automate task implementation from a tasks.md file in a monorepo?▼

Automating task implementation from tasks.md is handled by validating prerequisites, detecting the tech stack, loading project context, and orchestrating subagents with commit-after-pass. This supports monorepo scoping and variable tech stacks for production-ready workflows.

Can I resume automated code implementation after an interruption?▼

Resuming automated code implementation after an interruption is supported through built-in progress tracking and resume capabilities. The workflow also allows task-level retries to ensure robust execution when implementing tasks.md.

How does Speckit-based task implementation load live documentation?▼

Speckit-based task implementation loads live documentation by retrieving context via context7 and accessing dependency sources through npx opensrc. This ensures relevant best-practice guidance is applied during subagent orchestration.

What prerequisites are needed for AI-guided task implementation with commits?▼

AI-guided task implementation with commits requires a software project with a defined plan in tasks.md and uses the ah prefix. The system enforces prerequisite validation and tech-stack detection before loading context and orchestrating implementation.

Does automated task implementation work with variable tech stacks?▼

Automated task implementation works with variable tech stacks by detecting the project's specific stack to load relevant best-practice guidance. It applies this context to monorepo-scoped tasks, ensuring accurate code automation across different environments.

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