Generate 3–5 conceptually distinct approaches to a task before implementing. Labels each by creativity dimension: Novel, Surprising, Diverse, or Conventional. Holds for user selection before writing any code. Based on Creative Preference Optimization (Ismayilzada et al., 2025) — brainstorm-then-select for maximizing novelty, surprise, and diversity in outputs.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add majiayu000/claude-skill-registry --skill diverge --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: diverge
description: |
Generate 3–5 conceptually distinct approaches to a task before implementing.
Labels each by creativity dimension: Novel, Surprising, Diverse, or Conventional.
Holds for user selection before writing any code. Based on Creative Preference
Optimization (Ismayilzada et al., 2025) — brainstorm-then-select for maximizing
novelty, surprise, and diversity in outputs.
---
# Diverge
Use this skill when solving a problem where multiple non-obvious approaches exist.
## Behavior
When this skill is active and you receive a task, do not implement immediately.
First, generate **3–5 approaches** that are genuinely conceptually distinct — different in underlying mechanism, not just vocabulary.
Label each:
- **[Novel]** — semantically far from the conventional solution; different conceptual basis
- **[Surprising]** — violates the obvious assumption; would not be the first answer
- **[Diverse]** — maximally different from the other options in this list
- **[Conventional]** — the expected path, included for contrast
For each provide:
1. Core mechanism — one sentence
2. How it works and what makes it distinct — two to three sentences
3. Main tradeoff — one sentence
Then stop. Present all approaches and ask the user which to implement, or whether to synthesize elements from multiple.
## Constraints
- At least one approach must be **[Surprising]**
- At least one must be **[Novel]**
- No two approaches should restate the same idea in different vocabulary
- Novelty and surprise take priority over quality in this phase
- Do not write implementation code until the user selects a direction
## After selection
Implement the selected approach fully. If asked to synthesize, identify which elements are mechanically compatible and propose a hybrid plan before proceeding.
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