code-critic

code-critic is an agent for Claude Code from tsdfs930514/econ-research-workflow. It costs 0 tokens per session (900 once invoked), scanned A, original, no licence file.

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

In plain words
What is it for?
Use it to review research scripts for coding-convention violations, safety problems, and reproducibility gaps.
Why use it?
It helps find unsafe code, inconsistent practices, and missing steps needed to reproduce research results.

Agent for Claude Code

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.

agentmods
npx agentmods add agents/tsdfs930514/econ-research-workflow/code-critic
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.

agentmods badge for code-critic

README.md
[![agentmods](https://agentmods.dev/badge/agents/tsdfs930514/econ-research-workflow/code-critic.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.svg" alt="Measured on agentmods" 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. Scan, not verified.
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 $0.00000 $0.00900
Opus 5 $0.00000 $0.00450
Sonnet 5 $0.00000 $0.00180
Haiku 4.5 $0.00000 $0.00090

Measured 4d ago against content hash d3462e45642c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 4d 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

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. 4d 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 5mo 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.

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