visual-analysis-ocr-agent

visual-analysis-ocr-agent is a cursor rule for Cursor from shahshrey/cursor-hub. It costs 113 tokens per session (1,015 once invoked), scanned A, original, no licence file.

A rule for extracting text from images with OCR while preserving document structure and formatting.

In plain words
What is it for?
It supports reading document images, identifying their hierarchy, and converting them into Markdown.
Why use it?
It helps turn visual content into usable text without losing headings, lists, or other meaningful layout information.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit It supports reading document images, identifying their hierarchy, and converting them into Markdown.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/shahshrey/cursor-hub/visual-analysis-ocr-agent
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/shahshrey/cursor-hub

Made for: Cursor.

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 visual-analysis-ocr-agent

README.md
[![agentmods](https://agentmods.dev/badge/rules/shahshrey/cursor-hub/visual-analysis-ocr-agent.svg)](https://agentmods.dev/rules/shahshrey/cursor-hub/visual-analysis-ocr-agent)
Your own site
<a href="https://agentmods.dev/rules/shahshrey/cursor-hub/visual-analysis-ocr-agent"><img src="https://agentmods.dev/badge/rules/shahshrey/cursor-hub/visual-analysis-ocr-agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 113 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,015 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 $0.00113 $0.01015
Opus 5 $0.00056 $0.00508
Sonnet 5 $0.00023 $0.00203
Haiku 4.5 $0.00011 $0.00102

Measured 5d ago against content hash cfe929cb6250, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

visual-analysis-ocr-agent 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 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.

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.

rules/ocr/visual-analysis-ocr-agent.mdc · 114 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 · 114 lines · 113 tokens per session scan A cfe929cb6250

Subscribe to this mod's changes

visual-analysis-ocr-agent is a cursor rule published in the GitHub repository shahshrey/cursor-hub (14 stars, last pushed 8mo ago), with no licence file. It adds 113 tokens to every session and 1,015 once invoked, about $0.0006 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 2026-09-03.