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.
npx skills add alinaqi/maggy --skill android-javagit clone --depth 1 https://github.com/alinaqi/maggyWrote 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.
[](https://agentmods.dev/skills/alinaqi/maggy/android-java)<a href="https://agentmods.dev/skills/alinaqi/maggy/android-java"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/android-java/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.
<a href="https://agentmods.dev/skills/alinaqi/maggy/android-java"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/android-java.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.03633 |
| Opus 5.5 | $0.00006 | $0.01453 |
| Sonnet 5.5 | $0.00003 | $0.00727 |
| Haiku 4.5 | $0.00002 | $0.00363 |
Grade D, and why
android-java scanned grade D with 2 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 1mo 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- Ignore for tests --> Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
echo 'KERNEL=="kvm", GROUP="kvm", MODE="0666", OPTIONS+="static_node=kvm"' | sudo tee /etc/udev/rules.d/99-kvm4all.rules How it starts
The opening of the file, as written. The whole thing — 582 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Android Java Skill
Project Structure
project/
├── app/
│ ├── src/
│ │ ├── main/
│ │ │ ├── java/com/example/app/
│ │ │ │ ├── data/ # Data layer
│ │ │ │ │ ├── local/ # Room database, SharedPreferences
│ │ │ │ │ ├── remote/ # Retrofit services, API clients
│ │ │ │ │ └── repository/ # Repository implementations
│ │ │ │ ├── di/ # Dependency injection (Hilt/Dagger)
│ │ │ │ ├── domain/ # Business logic
│ │ │ │ │ ├── model/ # Domain models
│ │ │ │ │ ├── repository/ # Repository interfaces
│ │ │ │ │ └── usecase/ # Use cases
│ │ │ │ ├── ui/ # Presentation layer
│ │ │ │ │ ├── feature/ # Feature screens
│ │ │ │ │ │ ├── FeatureActivity.java
│ │ │ │ │ │ ├── FeatureFragment.java
│ │ │ │ │ │ └── FeatureViewModel.java
│ │ │ │ │ └── common/ # Shared UI components
│ │ │ │ └── App.java # Application class
│ │ │ ├── res/
│ │ │ │ ├── layout/
│ │ │ │ ├── values/
│ │ │ │ └── drawable/
│ │ │ └── AndroidManifest.xml
│ │ ├── test/ # Unit tests
│ │ └── androidTest/ # Instrumentation tests
│ └── build.gradle
├── build.gradle # Project-level build file
├── gradle.properties
├── settings.gradle
└── CLAUDE.md
Gradle Configuration
App-level build.gradle
plugins {
id 'com.android.application'
}
android {
namespace 'com.example.app'
compileSdk 34
defaultConfig {
applicationId "com.example.app"
minSdk 24
targetSdk 34
versionCode 1
versionName "1.0"
testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
}
buildTypes {
release {
minifyEnabled true
proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
}
}
compileOptions {
sourceCompatibility JavaVersion.VERSION_17
targetCompatibility JavaVersion.VERSION_17
}
buildFeatures {
viewBinding true
}
}
dependencies {
// AndroidX
implementation 'androidx.core:core:1.12.0'
implementation 'androidx.appcompat:appcompat:1.6.1'
implementation 'com.google.android.material:material:1.11.0'
implementation 'androidx.constraintlayout:constraintlayout:2.1.4'
// Lifecycle
implementation 'androidx.lifecycle:lifecycle-viewmodel:2.7.0'
implementation 'androidx.lifecycle:lifecycle-livedata:2.7.0'
// Testing
testImplementation 'junit:junit:4.13.2'
testImplementation 'org.mockito:mockito-core:5.8.0'
androidTestImplementation 'androidx.test.ext:junit:1.1.5'
androidTestImplementation 'androidx.test.espresso:espresso-core:3.5.1'
}
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.
- 1mo ago First seen · 582 lines · 16 tokens per session scan D cbf37df1ea0b
android-java is a skill published in the GitHub repository alinaqi/maggy (708 stars, last pushed 3d ago), licensed MIT. It adds 16 tokens to every session and 3,633 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it D with 2 findings (hidden instructions, asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
python
Use when the task is Python itself, in any framework or none: PEP 695 generics, mypy --strict typing, dataclass/Protocol/TypedDict/Enum choices, asyncio.TaskGroup, stdlib idioms, src/ layout + pyproject.toml with uv, ruff+mypy+pytest gate. NOT a FastAPI/ASGI service (that is fastapi), NOT a deep pytest suite (that is…
python-testing
A Python testing guide covering pytest, test coverage, and test-driven development (TDD), a method of writing a failing test before the code that makes it pass.
python-idioms
Modern Python (3.11+) idioms: type annotations, typing Protocols, Pydantic models, asyncio, pytest fixtures, and Ruff/Mypy strict compliance. Use when writing, refactoring, or reviewing Python applications, APIs, or scripts.
cc-python-dev
A set of Python development rules covering type annotations, validation models, pytest, and the uv Python toolchain.
claude-code-test
A development rule for a FastAPI and SQLite project that requires tests to run with `pytest -v`, then requires failures to be fixed and tests rerun until coverage reaches 100%. FastAPI is a Python web framework, and pytest is a Python testing tool.
python-pro
Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and validates code with black and ruff. Invoke for type hints, async/await patterns…