# Diverge

> 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.

- Skill: `majiayu000/diverge-2` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/diverge-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/diverge-2/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/diverge-2

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# 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.