Michael-Jiahao-Zhang/game-the-llm-reviewer
Defend sound research against LLM reviewer bias through meaning-preserving rewrites.
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
📝 Game the LLM Reviewer English / 中文 · 日本語 · العربية · Español · Deutsch · Français Game the LLM Reviewer turns findings from studies of LLM review preferences into an agent-compatible skill for a final editing pass before submission. It makes small wording changes while preserving the paper's scientific meaning. Quick start · Before / after · Strategies · Research We oppose handing peer-review decisions over to LLMs, but authors often have little say in whether a reviewer uses one. Papers should be judged on the soundness of their methods, the strength of their evidence, and the substance of their contributions. Yet studies have found that rephrasing the same passage can change an LLM reviewer's score. This skill provides a final, defensive editing pass after ordinary polishing. It selects wording that aligns with documented LLM reviewer preferences while preserving meaning and keeping the scientific assessment a human reviewer…
Read the full README ↗ · Preview checked 2026-09-27T13:34:53.639Z
Inside the original README — Document outline
- 🚀 Quick start
- 1. Install the skill
- 2. Apply it to your manuscript
- ✨ Before and after
- Before
- After Game the LLM Reviewer
- What changed
- 📊 Selected score increases on real papers
- 🎯 Using it with other writing tools
- 🛠️ Editing strategies
- 📦 Output
- 📚 References
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What this repository does
Defend sound research against LLM reviewer bias through meaning-preserving rewrites.
Repository facts
- Owner
- Michael-Jiahao-Zhang
- Primary language
- Not reported
- Stars
- 190
- Forks
- 5
- Open issues + pull requests
- 0
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2026-09-21T23:11:47.000Z
- Last push
- 2026-09-22T18:55:19.000Z
Topics and intended use
Owner-supplied topics: academic-writing, agent-skills, ai-research, llm, llm-reviewer, paper-writing, peer-review, prompt-engineering, scientific-writing
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Source and freshness
Source: GitHub. Metadata observed 2026-09-27T12:03:57.047Z. Daily imports are snapshots, not real-time monitoring.
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