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create-ideas

Generates six diverse ideas for a topic using probability-based creative sampling.

1.5k|154|Updated Nov 13, 2025
Search Tags:#idea generation# ideation#divergent thinking#probability distribution#Brainstorming#creative sampling
One-click install
npx skills add https://github.com/NeoLabHQ/context-engineering-kit --skill create-ideas
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: create-ideas
Source: https://github.com/NeoLabHQ/context-engineering-kit/tree/main/plugins/sdd/skills/create-ideas
Command: npx skills add https://github.com/NeoLabHQ/context-engineering-kit --skill create-ideas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brainstorming sessions often produce repetitive, low-diversity ideas clustered around obvious answers. This Skill generates a structured set of ideas that balances high-probability conventional options with low-probability creative outliers, giving you broader coverage of the solution space in a single pass.

Core Features & Use Cases

  • Creative Sampling: Produces six responses per query, each with a text description and a numeric probability score.
  • Balanced Distribution: The first three ideas target high-probability solutions (over 0.80), while the last three explore diverse, low-probability regions of the solution space (under 0.10).
  • Diversity Enforcement: Explicitly avoids overlapping responses so each idea is genuinely different.
  • Use Case: When starting a new product feature, use this Skill to quickly get three safe, proven approaches plus three unconventional alternatives you might not have considered.

Quick Start

Ask the agent to generate ideas for your topic, for example: generate ideas for reducing customer churn in a subscription app.

Frequently Asked Questions about create-ideas

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

FAQPage Schema
How do I generate diverse ideas for a topic with an AI agent?▼

Invoke the create-ideas skill with your topic or problem as the argument. It returns six ideas: three high-probability conventional options and three low-probability creative alternatives, each with a numeric probability score.

What is creative sampling in idea generation?▼

Creative sampling draws responses from different regions of the probability distribution instead of only the most likely outputs. This skill samples three responses from the high-probability head and three from the low-probability tails to maximize diversity.

Can I control how many ideas are generated?▼

The skill generates six ideas by default, split between high-probability and diverse low-probability responses. The argument hint indicates an optional amount of ideas can be specified when invoking the skill.

When should I not use probability-based idea generation?▼

Avoid it when you need a single deeply developed solution rather than a breadth of options, or when the problem requires domain-verified factual answers rather than exploratory suggestions. It is designed for divergent thinking, not convergent analysis.

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