vision-framework

vision-framework is a skill for Claude Code from dpearson2699/swift-ios-skills. It costs 98 tokens per session (4,207 once invoked), scanned A, original, no licence file.

A set of iOS tools for understanding images and live camera views, including reading text, detecting faces and barcodes, finding objects, and scanning documents.

In plain words
What is it for?
Use it to add OCR, face detection, barcode scanning, image segmentation, object tracking, and document scanning to iOS apps.
Why use it?
It removes the need to build these image-recognition tasks from scratch.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ios-ai-ml-skills plugin — 5 skills shipped together , and of all-ios-skills

Good fit Use it to add OCR, face detection, barcode scanning, image segmentation, object tracking, and document scanning to iOS apps.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dpearson2699/swift-ios-skills/vision-framework
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 dpearson2699/swift-ios-skills --skill vision-framework
Clone the repo
git clone --depth 1 https://github.com/dpearson2699/swift-ios-skills

Made for: Claude Code.

Or install ios-ai-ml-skills, the plugin that ships this one along with the rest of its 5 skills.

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 vision-framework

README.md
[![agentmods](https://agentmods.dev/badge/skills/dpearson2699/swift-ios-skills/vision-framework/github.svg)](https://agentmods.dev/skills/dpearson2699/swift-ios-skills/vision-framework)
Your own site
<a href="https://agentmods.dev/skills/dpearson2699/swift-ios-skills/vision-framework"><img src="https://agentmods.dev/badge/skills/dpearson2699/swift-ios-skills/vision-framework/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 vision-framework

Your own site · 80×15
<a href="https://agentmods.dev/skills/dpearson2699/swift-ios-skills/vision-framework"><img src="https://agentmods.dev/badge/skills/dpearson2699/swift-ios-skills/vision-framework.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 98 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,207 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. Third-party audits
  • Socket pass 22 Apr 2026
  • Snyk pass 22 Apr 2026
How audits are shown
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 $0.00098 $0.04207
Opus 5 $0.00049 $0.02103
Sonnet 5 $0.00020 $0.00841
Haiku 4.5 $0.00010 $0.00421

Measured 7d ago against content hash e6c5ac525c41, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

vision-framework 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 7d 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/vision-framework/SKILL.md · 451 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 7d ago First seen · 451 lines · 98 tokens per session scan A e6c5ac525c41

Subscribe to this mod's changes

vision-framework is a skill published in the GitHub repository dpearson2699/swift-ios-skills (1,090 stars, last pushed 1mo ago), with no licence file. It adds 98 tokens to every session and 4,207 once invoked, about $0.0005 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.