# Run Ablation

> Run a prompt-ablation study on a kaggle-environments game's LLM harness. Use when the user mentions "ablation", "prompt sensitivity", "test prompt variants", "compare prompts", "ablate the prompt", "prompt rewrite study", or asks whether their prompt wording is doing real work. Bootstraps a prompt_variants.py if missing, proposes new variants interactively, then runs a paired-seat tournament and reports the leaderboards.

- Skill: `kaggle/run-ablation-2` (Agent Skill)
- Install (CLI): `npx skillmds@latest add kaggle/run-ablation-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kaggle/run-ablation-2/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: kaggle (https://skillmd.com/u/kaggle)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/kaggle/run-ablation-2

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Follow the instructions in [.agents/skills/run-ablation/SKILL.md](../../../.agents/skills/run-ablation/SKILL.md).

Use `$ARGUMENTS` as the game name if provided.