dev-buddy-once

Parse provider, model, and task input to execute a single AI task.

14|3|Updated Feb 13, 2026
One-click install
npx skills add https://github.com/Z-M-Huang/vcp --skill dev-buddy-once
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: dev-buddy-once
Source: https://github.com/Z-M-Huang/vcp/tree/main/plugins/dev-buddy/skills/dev-buddy-once
Command: npx skills add https://github.com/Z-M-Huang/vcp --skill dev-buddy-once

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Running a single AI task with a specific provider and model without heavy orchestration.

Core Features & Use Cases

  • Parse user input to extract provider, model, and task description.
  • Validate presets and route tasks via subscription, API, or CLI modes.
  • Useful for ad hoc code analysis, quick prototyping, and targeted refactoring with minimal setup.

Quick Start

Trigger the one-shot task runner to execute a single task using a chosen provider and optional model.

Frequently Asked Questions about dev-buddy-once

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

FAQPage Schema
How do I run a single AI task with a specific provider without setting up heavy orchestration?

A one-shot AI task runner executes a single provider-specific task end-to-end. It parses your input to extract the provider and model, validates presets, and routes the task via subscription, API, or CLI modes, returning structured results for quick verification.

What is a one-shot AI task runner and when should I use it?

A one-shot AI task runner executes a single provider-specific task end-to-end. It parses your input to extract the provider and model, validates presets, and routes the task via subscription, API, or CLI modes, returning structured results for quick verification.

Can I execute ad hoc code analysis and targeted refactoring using preset API or CLI modes?

Yes, you can execute ad hoc code analysis and targeted refactoring using preset API or CLI modes. The runner resolves provider-specific presets, validates your task inputs, and routes the execution to return structured results without requiring complex pipelines.

Does the one-shot task runner support subscription, API, and CLI modes for different providers?

Yes, the one-shot task runner supports subscription, API, and CLI modes. It validates presets and routes your specific task to the appropriate runner based on the chosen provider, ensuring flexible execution for rapid, one-off tasks.

What are the limitations of using a one-shot AI task runner compared to a full pipeline?

The limitation of a one-shot AI task runner is the absence of orchestration and pipelines. It is designed exclusively for rapid, one-off tasks without multi-step workflows, meaning you cannot chain tasks or manage complex execution sequences with this approach.