nuclear-review

nuclear-review is a skill for Claude Code, Codex from shanepadgett/crumbs. It costs 54 tokens per session (1,808 once invoked), scanned A, original, no licence file.

A strict review workflow driven by the current Git status, focused on maintainability, architecture, and low-quality AI-generated patterns. Git is a tool for tracking changes to code.

In plain words
What is it for?
It is for ruthless reviews, pre-merge quality checks, and examining whether current changes should be redesigned instead of lightly patched.
Why use it?
It helps decide whether local changes need broader refactoring before they are accepted or merged.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It is for ruthless reviews, pre-merge quality checks, and examining whether current changes should be redesigned instead of lightly patched.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shanepadgett/crumbs/nuclear-review
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 shanepadgett/crumbs --skill nuclear-review
Clone the repo
git clone --depth 1 https://github.com/shanepadgett/crumbs

Made for: Claude Code, Codex.

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 nuclear-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/shanepadgett/crumbs/nuclear-review.svg)](https://agentmods.dev/skills/shanepadgett/crumbs/nuclear-review)
Your own site
<a href="https://agentmods.dev/skills/shanepadgett/crumbs/nuclear-review"><img src="https://agentmods.dev/badge/skills/shanepadgett/crumbs/nuclear-review.svg" alt="Measured on agentmods" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,808 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 $0.00054 $0.01808
Opus 5 $0.00027 $0.00904
Sonnet 5 $0.00011 $0.00362
Haiku 4.5 $0.00005 $0.00181

Measured 8d ago against content hash 8deb1e5c0b92, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

nuclear-review 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 8d 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.

skills/nuclear-review/SKILL.md · 184 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. 8d ago First seen · 184 lines · 54 tokens per session scan A 8deb1e5c0b92

Subscribe to this mod's changes

nuclear-review is a skill published in the GitHub repository shanepadgett/crumbs (5 stars, last pushed 2mo ago), with no licence file. It adds 54 tokens to every session and 1,808 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 2026-08-31.

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