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android-camerax-mlkit

android-camerax-mlkit is a skill for Claude Code, Codex from prasad-vennam/Awesome-Android-AI-Agent-Skills. It costs 23 tokens per session (237 once invoked), scanned A, original, MIT.

A set of implementation rules for using Android CameraX with Google ML Kit for live image analysis. CameraX is Android’s camera library, while ML Kit provides ready-made vision tasks such as reading text, barcodes, and faces.

In plain words
What is it for?
Building barcode scanners, text-recognition features, and live face-detection features with CameraX and ML Kit.
Why use it?
It addresses common camera-analysis problems such as mishandling image frames, failing to release them, or retaining camera data too long and causing memory errors.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 11repo 7mo ago A scan 23 tokens original MIT

Good fit Building barcode scanners, text-recognition features, and live face-detection features with CameraX and ML Kit.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit
View source ↗ prasad-vennam/Awesome-Android-AI-Agent-Skills
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 prasad-vennam/Awesome-Android-AI-Agent-Skills --skill android-camerax-mlkit
Clone the repo
git clone --depth 1 https://github.com/prasad-vennam/Awesome-Android-AI-Agent-Skills

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 android-camerax-mlkit

README.md
[![agentmods](https://agentmods.dev/badge/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit/github.svg)](https://agentmods.dev/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit)
Your own site
<a href="https://agentmods.dev/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit"><img src="https://agentmods.dev/badge/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit/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 android-camerax-mlkit

Your own site · 80×15
<a href="https://agentmods.dev/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit"><img src="https://agentmods.dev/badge/skills/prasad-vennam/awesome-android-ai-agent-skills/android-camerax-mlkit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 237 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 original 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 $0.00023 $0.00237
Opus 5.5 $0.00009 $0.00095
Sonnet 5.5 $0.00005 $0.00047
Haiku 4.5 $0.00002 $0.00024

Measured 2mo ago against content hash aeb174881038, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

android-camerax-mlkit 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 2mo 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/android-camerax-mlkit/SKILL.md · 31 lines

What it actually says

CameraX & ML Kit Vision Integration 📸

Efficient real-time image analysis.

⚡ When to Use

  • When asked to build barcode scanners, text recognition, or live face detection.

🏗️ Core Rules / Pillars

1. ImageAnalysis UseCase

  • Pattern: ALWAYS use CameraX's ImageAnalysis use case bound to the lifecycle.
  • Implementation: Pipe the ImageProxy directly to an InputImage for ML Kit, ensuring you call imageProxy.close() inside the .addOnCompleteListener.

🚧 Critical Anti-Hallucination Guards

  • Trap: NEVER hold references to ImageProxy outside the analyzer scope to avoid out-of-memory errors!
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. 2mo ago First seen · 31 lines · 23 tokens per session scan A aeb174881038

Subscribe to this mod's changes

android-camerax-mlkit is a skill published in the GitHub repository prasad-vennam/Awesome-Android-AI-Agent-Skills (11 stars, last pushed 7mo ago), licensed MIT. It adds 23 tokens to every session and 237 once invoked, about $0.0001 per session on Opus 5.5. 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.

Data and AIMobileai-native
Related

android-camerax-mlkit compared with skills from other repositories

android-camerax-mlkit next to 6 skills from other repositories
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android-camerax-mlkitprasad-vennam/Awesome-Android-AI-Agent-SkillsSkill117mo agoMITA23Claude Code, Codex
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