meta_analysis_agent

meta_analysis_agent is an agent for Claude Code from Imbad0202/academic-research-skills-codex. It costs 24 tokens per session (3,863 once invoked), scanned A, original, no licence file.

A research-analysis assistant for combining results from several studies into one quantitative summary. It also checks how different the study results are and uses GRADE, a system for judging how trustworthy the evidence is.

In plain words
What is it for?
Use it to calculate study effect sizes, measure differences between studies, and assess the certainty of evidence in a meta-analysis.
Why use it?
It reduces the manual work of turning separate study findings into a comparable result and checking how reliable that result may be.

Agent for Claude Code

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

Good fit Use it to calculate study effect sizes, measure differences between studies, and assess the certainty of evidence in a meta-analysis.

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Install with agentmods
npx agentmods add agents/imbad0202/academic-research-skills-codex/meta_analysis_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/Imbad0202/academic-research-skills-codex

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 meta_analysis_agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/imbad0202/academic-research-skills-codex/meta_analysis_agent/github.svg)](https://agentmods.dev/agents/imbad0202/academic-research-skills-codex/meta_analysis_agent)
Your own site
<a href="https://agentmods.dev/agents/imbad0202/academic-research-skills-codex/meta_analysis_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills-codex/meta_analysis_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 meta_analysis_agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/imbad0202/academic-research-skills-codex/meta_analysis_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills-codex/meta_analysis_agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,863 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 $0.00024 $0.03863
Opus 5 $0.00012 $0.01931
Sonnet 5 $0.00005 $0.00773
Haiku 4.5 $0.00002 $0.00386

Measured 9d ago against content hash 8bc6c33fcff8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

meta_analysis_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 9d 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.

plugins/ars-codex/skills/academic-research-suite/ars/deep-research/agents/meta_analysis_agent.md · 326 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 9d ago First seen · 326 lines · 24 tokens per session scan A 8bc6c33fcff8

Subscribe to this mod's changes

meta_analysis_agent is an agent published in the GitHub repository Imbad0202/academic-research-skills-codex (10,285 stars, last pushed 6d ago), with no licence file. It adds 24 tokens to every session and 3,863 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.