game-the-llm-reviewer skillA
game-the-llm-reviewer is agent-read markdown (skill) from michael-jiahao-zhang/game-the-llm-reviewer: Apply small, meaning-preserving rhetorical edits to a finished academic manuscript, to counter wording-driven LLM review penalties while keeping the scientific assessment a human could make materially unchanged. Uses model-agnostic strategies from LLM reviewer preference research without querying a target reviewer. Use after ordinary writing and polishing; not for drafting or generating reviews..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Game the LLM Reviewer Select among near-equivalent formulations to counter LLM reviewer biases when authors cannot choose how their work is assessed. This is a defensive response to automated judgment, grounded in opposition to replacing accountable human peer review with LLM verdicts. Preserve the scientific case; do not seek favorable treatment by misrepresenting it. Deliver an edited manuscript and transparent change note. Respect any supplied venue rules on AI assistance and disclosure. ## Read and anchor Read [strategies.md](references/strategies.md) before editing. Consult [research.md](references/research.md) when explaining evidence or checking the limits of a proposed mechanism. Use research about rhetorical sensitivity to select candidates without identifying, configuring, or querying a target reviewer. …
Read the whole file at its exact version.
How to install
mdr add michael-jiahao-zhang/game-the-llm-reviewer/game-the-llm-reviewer@git:20260922.08ba6ffmdr add michael-jiahao-zhang/game-the-llm-reviewer/game-the-llm-reviewer@sha256:b9d8fcae18cafddePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_nscf5l3pvgy2wmdi)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.08ba6ff latest | 2026-09-22 | 08ba6ff | 6,196 B | A | view · diff |
| git:20260921.ffe4c83 | 2026-09-21 | ffe4c83 | 6,430 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6196 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
michael-jiahao-zhang/game-the-llm-reviewer · 149 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nscf5l3pvgy2wmdi GET https://markdownregistry.com/api/v1/resolve?ref=michael-jiahao-zhang/game-the-llm-reviewer/game-the-llm-reviewer GET https://markdownregistry.com/api/v1/blob/b9d8fcae18cafddec653fe54a60a02203ee7d8f0744a0e325eaf3c174fad1518
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.