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codex-stata-for-economists: Skill for Claude Code

.claude/skills/check-reproducibility/SKILL.md

check-reproducibility is a skill for Claude Code from maxwell2732/codex-stata-for-economists. It costs 36 tokens per session (932 once invoked), scanned C, original, no licence file.

A reproducibility check that tests whether an analysis can be recreated from a fresh copy of the project.

In plain words
What is it for?
It is for rerunning the full Stata pipeline and comparing its outputs with the saved ones.
Why use it?
It catches changes between the committed results and newly generated results before a paper or release.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is maxwell2732/codex-stata-for-economists's own configuration. It tells Claude Code how to work on codex-stata-for-economists itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything codex-stata-for-economists configures →

not rated 285repo +9 5mo ago C scan 36 tokens no licence
View source ↗ maxwell2732/codex-stata-for-economists
Reuse

Borrowing it

Nothing to install: this file belongs to maxwell2732/codex-stata-for-economists. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/maxwell2732/codex-stata-for-economists/main/.claude/skills/check-reproducibility/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/maxwell2732/codex-stata-for-economists

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 check-reproducibility

README.md
[![agentmods](https://agentmods.dev/badge/skills/maxwell2732/codex-stata-for-economists/check-reproducibility/github.svg)](https://agentmods.dev/skills/maxwell2732/codex-stata-for-economists/check-reproducibility)
Your own site
<a href="https://agentmods.dev/skills/maxwell2732/codex-stata-for-economists/check-reproducibility"><img src="https://agentmods.dev/badge/skills/maxwell2732/codex-stata-for-economists/check-reproducibility/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 check-reproducibility

Your own site · 80×15
<a href="https://agentmods.dev/skills/maxwell2732/codex-stata-for-economists/check-reproducibility"><img src="https://agentmods.dev/badge/skills/maxwell2732/codex-stata-for-economists/check-reproducibility.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 932 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00036 $0.00932
Opus 5.5 $0.00014 $0.00373
Sonnet 5.5 $0.00007 $0.00186
Haiku 4.5 $0.00004 $0.00093

Measured 2mo ago against content hash f76a027e7798, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

check-reproducibility scanned grade C with 1 finding 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 2mo 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf output && mv /tmp/output_snapshot output
.claude/skills/check-reproducibility/SKILL.md · 96 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. 2mo ago First seen · 96 lines · 36 tokens per session scan C f76a027e7798

Subscribe to this mod's changes

check-reproducibility is a skill published in the GitHub repository maxwell2732/codex-stata-for-economists (285 stars, last pushed 5mo ago), with no licence file. It adds 36 tokens to every session and 932 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Scientific
Related

check-reproducibility compared with skills from other repositories

check-reproducibility next to 6 skills from other repositories
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check-reproducibilitymaxwell2732/codex-stata-for-economistsSkill2855mo agononeC36Claude Code
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research-engineerdavila7/claude-code-templatesSkill33kyesterdayMITA43Claude Code, Codex
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