AutoRAG-Research: Command for Claude Code

.claude/commands/refactor.md

refactor is a command for Claude Code from NomaDamas/AutoRAG-Research. It costs 23 tokens per session (58 once invoked), scanned A, original, Apache-2.0.

A command that starts a three-part review of the current pull request, a proposed code change. The reviewers argue for caution, neutrality, or approval before reaching a judgment.

In plain words
What is it for?
Use it to review the current pull request through a structured debate and receive a final recommendation.
Why use it?
It brings several viewpoints to a code review and helps expose concerns that a single reviewer might miss.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is NomaDamas/AutoRAG-Research's own configuration. It tells Claude Code how to work on AutoRAG-Research 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 AutoRAG-Research configures →

Reuse

Borrowing it

Nothing to install: this file belongs to NomaDamas/AutoRAG-Research. 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/NomaDamas/AutoRAG-Research/main/.claude/commands/refactor.md
Clone the repo
git clone --depth 1 https://github.com/NomaDamas/AutoRAG-Research

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 refactor

README.md
[![agentmods](https://agentmods.dev/badge/commands/nomadamas/autorag-research/refactor/github.svg)](https://agentmods.dev/commands/nomadamas/autorag-research/refactor)
Your own site
<a href="https://agentmods.dev/commands/nomadamas/autorag-research/refactor"><img src="https://agentmods.dev/badge/commands/nomadamas/autorag-research/refactor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for refactor

Your own site · 80×15
<a href="https://agentmods.dev/commands/nomadamas/autorag-research/refactor"><img src="https://agentmods.dev/badge/commands/nomadamas/autorag-research/refactor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 58 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 original 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 $0.00023 $0.00058
Opus 5.5 $0.00009 $0.00023
Sonnet 5.5 $0.00005 $0.00012
Haiku 4.5 $0.00002 $0.00006

Measured 2mo ago against content hash 700df444dfa5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

refactor 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 2mo 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/commands/refactor.md · 7 lines

What it actually says

Invoke the refactor skill using the Skill tool. Do not do anything else -- the skill contains all instructions.

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. 2mo ago First seen · 7 lines · 23 tokens per session scan A 700df444dfa5

Subscribe to this mod's changes

refactor is a command published in the GitHub repository NomaDamas/AutoRAG-Research (151 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 58 once invoked, about $0.0001 per session on Opus 5.5. 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.