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aif-implement

Execute implementation tasks from structured plans with automatic progress tracking.

Updated Apr 21, 2026
Search Tags:#automation#implementation#handoff#task-management#plan-execution#progress-tracking#session-persistence
One-click install
npx skills add https://github.com/marinkobabic/dario-shop --skill aif-implement-marinkobabic
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-implement
Source: https://github.com/marinkobabic/dario-shop/tree/main/.claude/skills/aif-implement
Command: npx skills add https://github.com/marinkobabic/dario-shop --skill aif-implement-marinkobabic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Implementing features from plans manually is error-prone and loses progress between sessions. This skill automates task execution, tracks completion state, and preserves progress for seamless continuation across context resets.

Core Features & Use Cases

  • Sequential Task Execution: Runs implementation tasks from structured plans one at a time with automatic status tracking.
  • Session Persistence: Survives context loss by reconciling state from git history and plan files.
  • Handoff Integration: Coordinates with autonomous Handoff agents via MCP for status synchronization and task handoffs.
  • Use Case: A developer working on a multi-day feature can resume implementation instantly without reconstructing manual state or guessing which task was last completed.

Quick Start

Use the aif-implement skill to execute the current implementation plan and automatically resume from the next pending task.

Frequently Asked Questions about aif-implement

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

FAQPage Schema
How do I resume feature implementation after losing context between sessions?▼

Session persistence for feature implementation works by reconciling state from git history and plan files, automatically tracking task completion so you can resume from the last pending task without manual reconstruction.

How do I execute structured plans sequentially with automatic progress tracking?▼

You can execute structured plans by running implementation tasks one at a time with automatic status tracking, ensuring sequential task completion and synchronization of plan checkpoints throughout the workflow.

Can I coordinate plan execution with autonomous Handoff agents via MCP?▼

Yes, this skill coordinates with autonomous Handoff agents via configurable MCP tool integrations to synchronize task status and manage task handoffs during software development workflows.

Does aif-implement work without external dependencies for task management?▼

The aif-implement skill operates without external dependencies, using only internal references to manage plan execution, artifact updates, and plan checkpoint synchronization.

What is the best way to track development task status across context resets?▼

The best way to track development task status across context resets is through session persistence that automatically reconciles state from git history and plan files to preserve progress.

When should I avoid automating task execution from structured plans?▼

You should avoid automating task execution from structured plans if your workflow does not require sequential task completion, state reconciliation, or coordination with autonomous Handoff agents.

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