stata-toolkit

stata-toolkit is a skill for Claude Code, Codex from tmonk/mcp-stata. It costs 60 tokens per session (325 once invoked), scanned A, original, AGPL-3.0.

A routing skill for tasks involving Stata, a program used for statistics and econometrics. It recognizes Stata commands, .do files, regressions, datasets, graphs, stored results, replication work, and Stata errors.

In plain words
What is it for?
Use it when inspecting Stata datasets, writing or debugging .do files, running regressions, checking stored results, creating graphs, reproducing analyses, or investigating Stata errors.
Why use it?
It prevents Stata work from being treated like ordinary text-based programming. Instead, it directs the task through Stata tools and research-focused skills.

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 when inspecting Stata datasets, writing or debugging .do files, running regressions, checking stored results, creating graphs, reproducing analyses, or investigating Stata errors.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tmonk/mcp-stata/stata-toolkit
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-toolkit
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-toolkit

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/tmonk/mcp-stata/stata-toolkit"><img src="https://agentmods.dev/badge/skills/tmonk/mcp-stata/stata-toolkit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 325 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 $0.00060 $0.00325
Opus 5 $0.00030 $0.00162
Sonnet 5 $0.00012 $0.00065
Haiku 4.5 $0.00006 $0.00032

Measured 10d ago against content hash 6efff66f12a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

stata-toolkit 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.

plugin/skills/stata-toolkit/SKILL.md · 36 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

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. 10d ago First seen · 36 lines · 60 tokens per session scan A 6efff66f12a6

Subscribe to this mod's changes

stata-toolkit is a skill published in the GitHub repository tmonk/mcp-stata (81 stars, last pushed 3mo ago), licensed AGPL-3.0. It adds 60 tokens to every session and 325 once invoked, about $0.0003 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.

Related

Other skills, from other repositories

review-paper

Comprehensive manuscript review with three modes: single-pass (default), --adversarial critic-fixer loop, and --peer [journal] simulated peer-review pipeline (editor + 2 dispositioned referees + editorial decision, calibrated to a target journal). R&R continuation via --peer --r2/--r3; hostile-editor stress test via…

pedrohcgs/claude-code-my-workflow · 114 tokens

audit-reproducibility

Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before releasing a replication package.

pedrohcgs/claude-code-my-workflow · 54 tokens

capture-environment

Snapshot the computational environment for a replication package — detects the analysis stack (R / Stata / Python) and emits the right lockfiles (renv.lock + sessionInfo.txt, requirements.txt / environment.yml / uv.lock, Stata version + ado package list), records seeds and RNG kind, optionally writes a pinning…

pedrohcgs/claude-code-my-workflow · 139 tokens

data-management-plan

Draft a funder-compliant Data Management Plan (NSF DMP, NIH DMS Policy 2023, ERC, Horizon Europe) by composing the confidential-data and environment-capture primitives. Sections cover data description, formats/metadata, storage/backup, access/sharing, preservation/archiving, and roles. Use when user says "data…

pedrohcgs/claude-code-my-workflow · 143 tokens

grant-proposal

Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an /interview-me spec, delegates the data-management plan to /data-management-plan and the facilities statement to /capture-environment, and emits a funder-requirements checklist. Use…

pedrohcgs/claude-code-my-workflow · 131 tokens

power-analysis

Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section. Handles two-arm RCTs (with clustering / ICC and unequal allocation), multiple-arm corrections, and a simulation-based power option for non-standard designs…

pedrohcgs/claude-code-my-workflow · 150 tokens