CLAUDE_CODE_F002_IMAGE_CLASSIFY

CLAUDE_CODE_F002_IMAGE_CLASSIFY is a command for Claude Code from soulmaten7/potal. It costs 0 tokens per session (1,137 once invoked), scanned A, original, no licence file.

An image-based product-classification command that is being hardened for production, including missing API-key and invalid-JSON cases.

In plain words
What is it for?
It is for classifying products from images in an application.
Why use it?
It addresses failures that could otherwise happen silently when image classification cannot run or returns unusable data.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md).

Good fit It is for classifying products from images in an application.

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Install with agentmods
npx agentmods add commands/soulmaten7/potal/claude_code_f002_image_classify
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.

Clone the repo
git clone --depth 1 https://github.com/soulmaten7/potal

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 CLAUDE_CODE_F002_IMAGE_CLASSIFY

README.md
[![agentmods](https://agentmods.dev/badge/commands/soulmaten7/potal/claude_code_f002_image_classify/github.svg)](https://agentmods.dev/commands/soulmaten7/potal/claude_code_f002_image_classify)
Your own site
<a href="https://agentmods.dev/commands/soulmaten7/potal/claude_code_f002_image_classify"><img src="https://agentmods.dev/badge/commands/soulmaten7/potal/claude_code_f002_image_classify/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 CLAUDE_CODE_F002_IMAGE_CLASSIFY

Your own site · 80×15
<a href="https://agentmods.dev/commands/soulmaten7/potal/claude_code_f002_image_classify"><img src="https://agentmods.dev/badge/commands/soulmaten7/potal/claude_code_f002_image_classify.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 1,137 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 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 $0.00000 $0.01137
Opus 5 $0.00000 $0.00568
Sonnet 5 $0.00000 $0.00227
Haiku 4.5 $0.00000 $0.00114

Measured 5d ago against content hash 522834995e81, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

CLAUDE_CODE_F002_IMAGE_CLASSIFY scanned grade A 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 5d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

const headRes = await fetch(imageUrl, { method: 'HEAD' });
archive/commands/CLAUDE_CODE_F002_IMAGE_CLASSIFY.md · 94 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. 5d ago First seen · 94 lines · 0 tokens per session scan A 522834995e81

Subscribe to this mod's changes

CLAUDE_CODE_F002_IMAGE_CLASSIFY is a command published in the GitHub repository soulmaten7/potal (0 stars, last pushed 4mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 1,137 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.