ma-screening-quality

ma-screening-quality is a skill for Claude Code, Codex from htlin222/meta-pipe. It costs 35 tokens per session (1,566 once invoked), scanned A, original, no licence file.

A study-selection and quality-checking tool for a meta-analysis. It reviews titles and abstracts, applies inclusion and exclusion rules, and assesses study quality or risk of bias.

In plain words
What is it for?
Use it to screen search results and select studies for inclusion in a meta-analysis.
Why use it?
It helps separate eligible studies from irrelevant ones and documents concerns about the evidence.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to screen search results and select studies for inclusion in a meta-analysis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/htlin222/meta-pipe/ma-screening-quality
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.

Any agent
npx skills add htlin222/meta-pipe --skill ma-screening-quality
Clone the repo
git clone --depth 1 https://github.com/htlin222/meta-pipe

Made for: Claude Code, Codex.

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 ma-screening-quality

README.md
[![agentmods](https://agentmods.dev/badge/skills/htlin222/meta-pipe/ma-screening-quality/github.svg)](https://agentmods.dev/skills/htlin222/meta-pipe/ma-screening-quality)
Your own site
<a href="https://agentmods.dev/skills/htlin222/meta-pipe/ma-screening-quality"><img src="https://agentmods.dev/badge/skills/htlin222/meta-pipe/ma-screening-quality/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 ma-screening-quality

Your own site · 80×15
<a href="https://agentmods.dev/skills/htlin222/meta-pipe/ma-screening-quality"><img src="https://agentmods.dev/badge/skills/htlin222/meta-pipe/ma-screening-quality.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,566 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 $0.00035 $0.01566
Opus 5 $0.00017 $0.00783
Sonnet 5 $0.00007 $0.00313
Haiku 4.5 $0.00003 $0.00157

Measured 9d ago against content hash fd07940460a8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

ma-screening-quality 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.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/dual_review_agreement.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

ma-screening-quality/SKILL.md · 137 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

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 137 lines · 35 tokens per session scan A fd07940460a8

Subscribe to this mod's changes

ma-screening-quality is a skill published in the GitHub repository htlin222/meta-pipe (124 stars, last pushed 5d ago), with no licence file. It adds 35 tokens to every session and 1,566 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.