study-screener

study-screener is an agent for Claude Code from johnson7788/meta-analysis-assistant. It costs 422 tokens per session (2,377 once invoked), scanned A, original, no licence file.

A literature-screening assistant for reviewing search results against predefined inclusion and exclusion rules. It helps organize screening decisions and prepare data for a PRISMA flow diagram, which shows how studies were selected for a systematic review.

In plain words
What is it for?
It helps create screening tables, apply eligibility rules, track decisions, and organize title, abstract, and full-text review workflows.
Why use it?
It reduces the manual work of reviewing large sets of search results and keeps the reasons for including or excluding studies traceable.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the meta-analysis-assistant plugin — 1 skill, 1 command, 6 agents shipped together

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.

agentmods
npx agentmods add agents/johnson7788/meta-analysis-assistant/study-screener
Clone the repo
git clone --depth 1 https://github.com/johnson7788/meta-analysis-assistant

Made for: Claude Code.

Or install meta-analysis-assistant, the plugin that ships this one along with the rest of its 1 skill, 1 command, 6 agents.

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 study-screener

README.md
[![agentmods](https://agentmods.dev/badge/agents/johnson7788/meta-analysis-assistant/study-screener.svg)](https://agentmods.dev/agents/johnson7788/meta-analysis-assistant/study-screener)
Your own site
<a href="https://agentmods.dev/agents/johnson7788/meta-analysis-assistant/study-screener"><img src="https://agentmods.dev/badge/agents/johnson7788/meta-analysis-assistant/study-screener.svg" alt="Measured on agentmods" height="20"></a>
Per session 422 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,377 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00422 $0.02377
Opus 5 $0.00211 $0.01189
Sonnet 5 $0.00084 $0.00475
Haiku 4.5 $0.00042 $0.00238

Measured 6d ago against content hash ba9123b2b428, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

study-screener 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 6d 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.

agents/study-screener.md · 152 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. 6d ago First seen · 152 lines · 422 tokens per session scan A ba9123b2b428

Subscribe to this mod's changes

study-screener is an agent published in the GitHub repository johnson7788/meta-analysis-assistant (24 stars, last pushed 6mo ago), with no licence file. It adds 422 tokens to every session and 2,377 once invoked, about $0.0021 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.