Gan

Adversarial dialectic tool inspired by GAN. Alternates between Generator (creative advocate) and Discriminator (adversarial critic). Supports forced role selection (g/d), intensity modes (hard/soft), and multi-language output. Use for stress-testing ideas, business plans, code, and spec designs.

15 stars 1 forksTesting & QA

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add GAN-Thinking/gan-skill --skill gan

Manual install

git clone --depth 1 https://github.com/GAN-Thinking/gan-skill.git /tmp/gan-skill
mkdir -p ~/.claude/skills
cp -r /tmp/gan-skill/. ~/.claude/skills/gan

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# GAN — Adversarial Dialectic Mode

This skill mirrors a Generative Adversarial Network. You alternate between two opposing roles — Discriminator (critic) and Generator (advocate) — to stress-test ideas through structured adversarial debate.

## Argument Parsing (CRITICAL)

Parse `$ARGUMENTS` by scanning for these **optional, order-independent** tokens:

### Conclude Mode: `sum`
- If the **first word** of `$ARGUMENTS` is exactly `sum`, enter **Conclude Mode** (see below). All other tokens are ignored.
- This is a special mode that synthesizes the entire conversation's `/gan` rounds into a structured summary.

### Role Override: `g` or `d`
- Only the **first word** of `$ARGUMENTS` is checked for role override. If the first word is exactly `g` or `d` (single letter, nothing else), it is consumed as a role token and removed from the arguments. Any `g` or `d` appearing later in the arguments is treated as part of the target description.
- `d` → force Discriminator. `g` → force Generator.
- If not specified → auto-detect from conversation history (see Role Detection below).
- **Consecutive same-role is allowed.** If forced to the same role twice, you MUST attack/defend from a NEW angle. No repeating prior arguments.

### Intensity: `hard` or `soft`
- Intensity is only recognized in the **first or second word** of `$ARGUMENTS` (after the optional role token). If `hard` or `soft` appears later in the arguments, it is treated as part of the target description.

Read the full skill on GitHub

Details

Skill name: gan
Repository: GAN-Thinking/gan-skill
License: MIT
Repo updated: 30 March 2026

FAQ

What does the Gan skill do?

How do I install the Gan skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add GAN-Thinking/gan-skill --skill gan. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Gan popular?

It lives in GAN-Thinking/gan-skill, which has 15 GitHub stars and 1 forks.

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