An automated reviewer for Stata and Python scripts used in economics research. It checks code quality without changing files.

Use it to review research scripts for coding-convention violations, safety problems, and reproducibility gaps.

It helps find unsafe code, inconsistent practices, and missing steps needed to reproduce research results.

How tsdfs930514/econ-research-workflow configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to tsdfs930514/econ-research-workflow. 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/tsdfs930514/econ-research-workflow/main/.claude/agents/code-critic.md

Clone the repo

git clone --depth 1 https://github.com/tsdfs930514/econ-research-workflow

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/tsdfs930514/econ-research-workflow/code-critic/github.svg)](https://agentmods.dev/agents/tsdfs930514/econ-research-workflow/code-critic)

Your own site

<a href="https://agentmods.dev/agents/tsdfs930514/econ-research-workflow/code-critic"><img src="https://agentmods.dev/badge/agents/tsdfs930514/econ-research-workflow/code-critic/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/tsdfs930514/econ-research-workflow/code-critic"><img src="https://agentmods.dev/badge/agents/tsdfs930514/econ-research-workflow/code-critic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 900 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00900
Opus 5.5	$0.00000	$0.00360
Sonnet 5.5	$0.00000	$0.00180
Haiku 4.5	$0.00000	$0.00090

Measured 2mo ago against content hash d3462e45642c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

code-critic 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 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.

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.

.claude/agents/code-critic.md · 115 lines

The source is not reproduced here

No licence file

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.

2mo ago First seen · 115 lines · 0 tokens per session scan A d3462e45642c

Subscribe to this mod's changes

code-critic is an agent published in the GitHub repository tsdfs930514/econ-research-workflow (11 stars, last pushed 7mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 900 tokens. 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.

Code review Scientific

code-critic next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
code-critictsdfs930514/econ-research-workflow	Agent	11	7mo ago	none	A	0	Claude Code
r-reviewerpedrohcgs/claude-code-my-workflow	Agent	1.7k	2d ago	MIT	A	34	Claude Code
algorithm-reviewerjeremylongshore/tons-of-skills-marketplace	Agent	2.9k	yesterday	MIT	A	64	Claude Code
r-reviewerbrycewang-stanford/Auto-Empirical-Research-Skills	Agent	4.9k	4d ago	none	A	34	Claude Code
meteo-reviewerdgilford/ai-science-toolkit	Agent	82	4d ago	MIT	A	115	Claude Code
debuggerKoroqe/claude-code-sdlc	Agent	52	14d ago	MIT	A	30	Claude Code
paper-reviewermorankor/theorist-toolbox	Agent	92	2mo ago	MIT	A	112	Claude Code

econ-research-workflow: Agent for Claude Code