auto-execute

Orchestrate approved project plan slices via direct execution or subagent dispatch.

37|7|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/appautomaton/mlx-speech --skill auto-execute
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-execute
Source: https://github.com/appautomaton/mlx-speech/tree/main/.claude/skills/auto-execute
Command: npx skills add https://github.com/appautomaton/mlx-speech --skill auto-execute

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill manages the execution stage of an automated project, ensuring that approved plan slices are implemented systematically, verified, and committed without scope creep or manual oversight.

Core Features & Use Cases

  • Execution Orchestration: Controls the flow of implementation, selecting the correct route (direct or subagent) based on plan requirements.
  • Verification & Quality Gates: Enforces strict verification of each slice before advancing, ensuring code quality and plan compliance.
  • Use Case: When a complex feature is broken down into multiple slices in a PLAN.md file, this Skill handles the sequential execution, subagent dispatch, and git commit rhythm for each slice automatically.

Quick Start

Use the auto-execute skill to begin implementing the next approved slice from the current project plan.

Frequently Asked Questions about auto-execute

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

FAQPage Schema
How do I automate the execution of approved plan slices?

You can automate plan slice execution by orchestrating implementation through direct execution or subagent dispatch. This skill manages the lifecycle of code changes, verification gates, and git commit rhythms sequentially.

What is the best way to manage git commit rhythm and code verification for complex features?

Managing git commit rhythm and code verification requires enforcing strict quality gates before advancing each plan slice. This ensures code quality and strict adherence to project specifications without manual oversight.

How does subagent dispatch work for workflow orchestration?

Subagent dispatch works by routing implementation tasks to subagents based on approved plan requirements. The orchestration flow selects the correct execution route and enforces automated review protocols for each slice.

Can I use this to prevent scope creep during automated project implementation?

Yes, you can prevent scope creep during automated project implementation by enforcing strict verification protocols within a defined execution window. This systematic approach ensures slices are implemented exactly as specified.

When do I need automated review and verification gates for code changes?

You need automated review and verification gates when sequentially implementing complex features broken down in a PLAN.md file. This ensures code quality and plan compliance before advancing to the next slice.