gf-expand

Clarify ambiguous intents by asking targeted questions and presenting options with trade-offs.

Updated Feb 13, 2026
One-click install
npx skills add https://github.com/RedClaus/cortex --skill gf-expand-redclaus
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gf-expand
Source: https://github.com/RedClaus/cortex/tree/main/core/plugins/gateflow/skills/gf-expand
Command: npx skills add https://github.com/RedClaus/cortex --skill gf-expand-redclaus

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill handles ambiguous user intents by asking targeted clarifying questions, presenting clear options with trade-offs, and then handing off the enriched context to the appropriate downstream skill or agent.

Core Features & Use Cases

  • Intent Clarification: Asks 2-3 targeted questions to resolve ambiguity.
  • Option Presentation: Offers 2-3 distinct implementation choices with pros and cons.
  • Contextual Handoff: Packages user clarifications and selected options for downstream processing.
  • Use Case: When a user says "Help me with the design," this skill will ask if they mean high-level architecture or detailed implementation, present options for each, and then pass the refined request to a design skill.

Quick Start

Use the gf-expand skill to clarify the user's request for creating a new module.

Frequently Asked Questions about gf-expand

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

FAQPage Schema
How do I clarify ambiguous user intent before generating code?▼

To clarify ambiguous intent, use a workflow that poses 2-3 targeted questions, presents actionable options with trade-offs, and packages the enriched context for downstream code generation or debugging tasks.

What is the best way to present implementation options with trade-offs during user interaction?▼

The best way to present implementation options is by offering 2-3 distinct choices accompanied by their specific pros and cons, allowing users to select the most suitable path for their requirements.

How does context handoff work after resolving intent clarification questions?▼

Context handoff works by packaging user clarifications and selected options into enriched context, which is then passed to the appropriate downstream skill or agent for execution.

When do I need to use an intent resolution workflow for software engineering tasks?▼

You need an intent resolution workflow when a request lacks detailed specifications, such as when a user asks for design help without specifying if they need high-level architecture or detailed implementation.

Can I use this guided workflow to gather detailed specifications for debugging tasks?▼

Yes, you can use this guided workflow to gather specific requirements and detailed specifications for debugging tasks by orchestrating targeted questions before invoking downstream agents.