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vf-dev

Routes vague development requests to the appropriate workflow via intent detection and spec-driven orchestration.

9|Updated May 24, 2026
Search Tags:#spec-driven#software development#claude code#task orchestration#intent routing#mission management
One-click install
npx skills add https://github.com/picmakpro/vibeflow-os --skill vf-dev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vf-dev
Source: https://github.com/picmakpro/vibeflow-os/tree/main/plugin/dev-orchestrator/skills/vf-dev
Command: npx skills add https://github.com/picmakpro/vibeflow-os --skill vf-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns vague software development requests into a clear, actionable workflow without requiring the user to identify the correct tool or process.

Core Features & Use Cases

  • Intent Detection: Interprets broad requests such as asking for help advancing a project, taking ownership of a task, or untangling a complex issue.
  • Workflow Routing: Selects and invokes the appropriate development skill or mission team based on the detected intent.
  • Spec-Driven Orchestration: Directs work through the VibeFlow development process while using the canonical intent-routing guidance.
  • Use Case: Ask for help implementing an ambiguous project change, and the Skill determines the suitable development workflow and proposes the next step.

Quick Start

Ask the vf-dev skill to take care of the requested development task and determine the appropriate workflow.

Frequently Asked Questions about vf-dev

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

FAQPage Schema
How do I route vague software development requests to the right workflow?▼

To route vague software development requests to the right workflow, this Skill applies intent detection to interpret broad project assistance needs and automatically selects the appropriate spec-driven execution workflow. It analyzes your request to determine the precise development action required.

What is intent routing for task orchestration in software development?▼

Intent routing for task orchestration is the process of interpreting ambiguous development requests and directing them to the appropriate execution workflow. It matches detected intent with canonical spec-driven development processes to propose actionable next steps.

Can I use this for complex development requests that do not specify a precise action?▼

Yes, you can use this Skill for complex development requests that do not specify a precise action. It is specifically designed to take ownership of ambiguous project changes, untangle complex issues, and invoke the relevant mission team for orchestration.

How do I start spec-driven orchestration for an ambiguous project change?▼

To start spec-driven orchestration for an ambiguous project change, ask the Skill to take care of the requested development task. It will detect your intent, determine the suitable development workflow, and propose the next step within the VibeFlow development process.

Do I need specific GSD skills to use spec-driven task orchestration?▼

Yes, spec-driven task orchestration requires access to the relevant GSD skills or mission team. The Skill uses canonical intent-routing guidance to direct your broad requests through these dependent workflows for proper execution.

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