ai-scientist-v3: Agent for Claude Code

.claude/agents/code-reviewer.md

code-reviewer is an agent for Claude Code from findalexli/ai-scientist-v3. It costs 16 tokens per session (888 once invoked), scanned A, original, no licence file.

An automated code-review role that checks code quality, whether results can be reproduced, and whether scientific work is correct.

In plain words
What is it for?
Use it to review research or data-analysis code for quality, reproducibility, and scientific correctness.
Why use it?
It provides a review focused on both software practices and the reliability of scientific results.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is findalexli/ai-scientist-v3's own configuration. It tells Claude Code how to work on ai-scientist-v3 itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-scientist-v3 configures →

Reuse

Borrowing it

Nothing to install: this file belongs to findalexli/ai-scientist-v3. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/findalexli/ai-scientist-v3/main/.claude/agents/code-reviewer.md
Clone the repo
git clone --depth 1 https://github.com/findalexli/ai-scientist-v3

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for code-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/findalexli/ai-scientist-v3/code-reviewer.svg)](https://agentmods.dev/agents/findalexli/ai-scientist-v3/code-reviewer)
Your own site
<a href="https://agentmods.dev/agents/findalexli/ai-scientist-v3/code-reviewer"><img src="https://agentmods.dev/badge/agents/findalexli/ai-scientist-v3/code-reviewer.svg" alt="Measured on agentmods" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 888 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00016 $0.00888
Opus 5 $0.00008 $0.00444
Sonnet 5 $0.00003 $0.00178
Haiku 4.5 $0.00002 $0.00089

Measured 7d ago against content hash 860482ec9e17, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

code-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/code-reviewer.md · 89 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 89 lines · 16 tokens per session scan A 860482ec9e17

Subscribe to this mod's changes

code-reviewer is an agent published in the GitHub repository findalexli/ai-scientist-v3 (21 stars, last pushed 5mo ago), with no licence file. It adds 16 tokens to every session and 888 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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