relevance_judge_agent

relevance_judge_agent is an agent for Claude Code from Eureka39/CARS. It costs 46 tokens per session (2,827 once invoked), scanned A, original, no licence file.

A paper-screening agent that compares paper abstracts with your research direction and assigns confidence levels. High-confidence papers are downloaded automatically, while other results are left for your decision.

In plain words
What is it for?
Use it to assess candidate papers and decide which ones should be downloaded.
Why use it?
It reduces manual screening while keeping uncertain choices under your control.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit Use it to assess candidate papers and decide which ones should be downloaded.

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Install with agentmods
npx agentmods add agents/eureka39/cars/relevance_judge_agent
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Eureka39/CARS

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 relevance_judge_agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/eureka39/cars/relevance_judge_agent/github.svg)](https://agentmods.dev/agents/eureka39/cars/relevance_judge_agent)
Your own site
<a href="https://agentmods.dev/agents/eureka39/cars/relevance_judge_agent"><img src="https://agentmods.dev/badge/agents/eureka39/cars/relevance_judge_agent/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 relevance_judge_agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/eureka39/cars/relevance_judge_agent"><img src="https://agentmods.dev/badge/agents/eureka39/cars/relevance_judge_agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,827 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 $0.00046 $0.02827
Opus 5 $0.00023 $0.01413
Sonnet 5 $0.00009 $0.00565
Haiku 4.5 $0.00005 $0.00283

Measured 10d ago against content hash 9eb9fc200a62, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

relevance_judge_agent 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 10d 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.

modules/literature-scout/agents/relevance_judge_agent.md · 289 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. 10d ago First seen · 289 lines · 46 tokens per session scan A 9eb9fc200a62

Subscribe to this mod's changes

relevance_judge_agent is an agent published in the GitHub repository Eureka39/CARS (23 stars, last pushed 1mo ago), with no licence file. It adds 46 tokens to every session and 2,827 once invoked, about $0.0002 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.