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.