be-creative

Community

Generate distinctive options by sampling the tail.

Authorajbmachon
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Alignment-trained models tend to produce the safe, obvious “centroid” answer, so brainstorming often yields generic ideas that feel like small variations of the first response.

Core Features & Use Cases

  • Verbalized Sampling (VS): Generates multiple candidates with explicit probability estimates, then selects a winner rather than choosing the centroid.
  • Tail-driven creativity: Forces exploration of low-probability but potentially high-fit ideas (e.g., hooks, names, metaphors).
  • Rationale-first selection: Provides a short explanation of why the chosen option beats the alternatives.
  • Best-fit scenarios: Product naming, taglines, story premises, headline/hook writing, and divergent ideation under constraints.

Quick Start

Ask for five diverse options with brief probability-aware selection rationale, then tell the model to “apply verbalized sampling and pick the best non-obvious winner.”

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: be-creative
Download link: https://github.com/ajbmachon/ajbm-skills/archive/main.zip#be-creative

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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