stata-publication-qa

stata-publication-qa is a skill for Claude Code, Codex from tmonk/mcp-stata. It costs 44 tokens per session (131 once invoked), scanned A, original, AGPL-3.0.

A review guide for checking regression results, tables, and charts before they are used in research writing. Regression is a method for estimating relationships between variables.

In plain words
What is it for?
Use it to assess whether statistical outputs and research figures are ready for publication or review.
Why use it?
It helps find presentation or interpretation problems before results reach a paper, appendix, seminar, referee response, or coauthor.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the mcp-stata plugin — 20 skills, 4 agents, 1 hook shipped together

Good fit Use it to assess whether statistical outputs and research figures are ready for publication or review.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tmonk/mcp-stata/stata-publication-qa
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 tmonk/mcp-stata --skill stata-publication-qa
Clone the repo
git clone --depth 1 https://github.com/tmonk/mcp-stata

Made for: Claude Code, Codex.

Or install mcp-stata, the plugin that ships this one along with the rest of its 20 skills, 4 agents, 1 hook.

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 stata-publication-qa

README.md
[![agentmods](https://agentmods.dev/badge/skills/tmonk/mcp-stata/stata-publication-qa/github.svg)](https://agentmods.dev/skills/tmonk/mcp-stata/stata-publication-qa)
Your own site
<a href="https://agentmods.dev/skills/tmonk/mcp-stata/stata-publication-qa"><img src="https://agentmods.dev/badge/skills/tmonk/mcp-stata/stata-publication-qa/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 stata-publication-qa

Your own site · 80×15
<a href="https://agentmods.dev/skills/tmonk/mcp-stata/stata-publication-qa"><img src="https://agentmods.dev/badge/skills/tmonk/mcp-stata/stata-publication-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 131 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 $0.00044 $0.00131
Opus 5 $0.00022 $0.00066
Sonnet 5 $0.00009 $0.00026
Haiku 4.5 $0.00004 $0.00013

Measured 11d ago against content hash aed7f9cf8258, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

stata-publication-qa 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 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/graph_qa_checklist.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.

plugin/skills/stata-publication-qa/SKILL.md · 15 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

4 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. 11d ago First seen · 15 lines · 44 tokens per session scan A aed7f9cf8258

Subscribe to this mod's changes

stata-publication-qa is a skill published in the GitHub repository tmonk/mcp-stata (81 stars, last pushed 4mo ago), licensed AGPL-3.0. It adds 44 tokens to every session and 131 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.

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