aif-implement

Executes implementation tasks from plan files with progress tracking and session resumption.

31|2|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/letuhao/lore-weave --skill aif-implement-letuhao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif-implement
Source: https://github.com/letuhao/lore-weave/tree/main/.cursor/skills/aif-implement
Command: npx skills add https://github.com/letuhao/lore-weave --skill aif-implement-letuhao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Turning a written implementation plan into working code requires tracking which tasks are done, resuming after interruptions, and keeping plan checkboxes in sync with actual progress. This Skill automates that execution loop so plans are carried out sequentially without losing state across sessions. ## Core Features & Use Cases - Plan-driven task execution: Discovers the active plan file (branch-based, explicit @path, fast plan, or fix plan), loads project context and rules, then works through tasks sequentially while updating checkboxes and task statuses. - Session persistence and recovery: Rebuilds context from git state and plan files after a break or /clear, reconciles task statuses with actual code, and resumes from the next pending task. - Inline implementation mode: Runs small one-shot tasks via --without-plan without creating plan artifacts, with scope guards and documentation policy flags. - Use Case: After creating a feature plan with /aif-plan, run /aif-implement to execute all tasks, commit at checkpoints, sync progress to a Handoff task, and finish with roadmap milestone updates. ## Quick Start Ask the AI to run /aif-implement to execute the current plan's tasks and track progress automatically.

Frequently Asked Questions about aif-implement

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

FAQPage Schema
How do I execute an implementation plan with an AI coding assistant?

Run /aif-implement after creating a plan with /aif-plan. It discovers the active plan file, loads project context and rules, executes tasks sequentially, and marks each checkbox complete as it finishes.

How do I resume implementation after closing a session?

Run /aif-implement again in a new session. It rebuilds context from git status, branch, and recent commits, reconciles task statuses with plan checkboxes, and continues from the next pending task.

Can I implement a small change without creating a plan file?

Yes, use /aif-implement --without-plan followed by a short description. This inline mode executes one focused task without reading or creating plan artifacts, and rejects descriptions that are too broad.

Does aif-implement work without git enabled?

Yes. When git.enabled is false in the config, it skips branch-based plan discovery and git recovery commands, resolving plans from the configured plans directory and fast plan path instead.

What happens when a task in the plan cannot be completed?

The skill surfaces a blocker prompt with options to skip the task and mark it blocked, modify the approach, or stop implementation entirely to discuss the issue with the user.