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 DDS-Solutions/AI-TadPole-OS --skill mobile-design-androidgit clone --depth 1 https://github.com/DDS-Solutions/AI-TadPole-OSWrote 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/dds-solutions/ai-tadpole-os/mobile-design-android)<a href="https://agentmods.dev/skills/dds-solutions/ai-tadpole-os/mobile-design-android"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/mobile-design-android/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/dds-solutions/ai-tadpole-os/mobile-design-android"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/mobile-design-android.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00055 | $0.01410 |
| Opus 5.5 | $0.00022 | $0.00564 |
| Sonnet 5.5 | $0.00011 | $0.00282 |
| Haiku 4.5 | $0.00006 | $0.00141 |
Grade A, and why
mobile-design-android 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
[!IMPORTANT] AI Context & Knowledge Heritage
- Subsystem: Agent Skills Registry / mobile-design-android
- Architecture:
@docs ARCHITECTURE:Documentation- Failure Path: Information drift, legacy XML patterns, or mobile ergonomic regressions.
- Observability: Traceability via
execution/parity_guard.py([SKILL])
Android Mobile Design System (Jetpack Compose & M3)
Philosophy: Touch-first, battery-conscious, Material 3 native, offline-capable.
Core Principle: Android is NOT a small desktop or an iOS clone. Adhere strictly to Google Material 3 guidelines and Jetpack Compose patterns.
Workflow Bindings: Integrated into/createand/ui-ux-pro-max.
🎯 Progressive Disclosure & L3 Reference Index
Read the core Sovereign rules below; consult deep L3 Reference Guides on demand:
| L3 Reference Guide | Purpose | Trigger / When to Load |
|---|---|---|
references/platform-android.md |
Material Design 3 tokens, Jetpack Compose widgets, M3 Adaptive layouts | Android UI & Compose architecture |
references/touch-psychology.md |
Thumb zones, 48dp touch targets, gesture navigation, haptics | Touch accessibility & layout ergonomics |
references/mobile-performance.md |
60fps frame budgeting, LazyColumn optimization, memory leaks | Performance profiling & scroll jank |
references/mobile-navigation.md |
Compose Navigation 3, deep links, backstack handling | Route flows & screen transitions |
references/mobile-color-system.md |
Dynamic Color (Material You), AMOLED dark theme, high contrast | Palette generation & themes |
references/mobile-backend.md |
Offline caching (Room/DataStore), push notifications, background sync | Data persistence & sync engine |
references/mobile-testing.md |
Compose UI test rules, unit testing ViewModels, mock engines | Testing & verification |
scripts/mobile_audit.py |
Automated touch target, layout spacing, and accessibility auditor | Auditing mobile view implementations |
What ships with it
13 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.
- references/decision-trees.md 16 KB
- references/mobile-backend.md 15 KB
- references/mobile-color-system.md 10 KB
- references/mobile-debugging.md 4.5 KB
- references/mobile-design-thinking.md 17 KB
- references/mobile-navigation.md 12 KB
- references/mobile-performance.md 19 KB
- references/mobile-testing.md 11 KB
- references/mobile-typography.md 11 KB
- references/platform-android.md 19 KB
- references/platform-ios.md 17 KB
- references/touch-psychology.md 17 KB
- scripts/mobile_audit.py 35 KB runs code
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.
- 10d ago Changed · +24 lines 637e9786772c
- 1mo ago First seen · 64 lines · 55 tokens per session scan A b3d7c8bb3fe2
mobile-design-android is a skill published in the GitHub repository DDS-Solutions/AI-TadPole-OS (8 stars, last pushed 5d ago), licensed MIT. It adds 55 tokens to every session and 1,410 once invoked, about $0.0002 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 2026-09-03.
Other skills, from other repositories
android-dev
Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
magic-ui
Use this skill when users want to add, customize, or troubleshoot Magic UI components in React/Next.js projects. It covers component selection, shadcn registry installation (@magicui/), integration patterns, and practical quality checks for accessibility and maintainability.
building-canvases
Create or edit a PostHog freeform canvas — a sandboxed browser application (data board, document, form, small tool, graphics experiment) stored in PostHog and rendered by the desktop/web app. Use when a task asks to build, generate, update, or fix a standalone canvas app, or when a freeform canvas id is given as the…
composing-grid-canvases
Compose PostHog grid canvases — widget grids (including the user's home canvas) built from reusable component canvases. Use when a task asks to add, fill, move, resize, or remove a widget on a grid or home canvas, to compose a whole canvas of widgets from one ask, to build a reusable widget/component, or when a…
scaffold-project
Scaffold a new app, API, backend, fullstack project, mobile app, polyglot service, monorepo, or starter with Better Fullstack. Use when the user wants to create, start, bootstrap, initialize, or generate a project from a stack description. Prefer the bundled Better Fullstack MCP server: guidance, schema…
quill-code
Edit the @posthog/quill design system locally and consume the change in products/desktop before it is published to npm. Use when changing quill components/primitives/tokens, when a quill change must be tested inside the Code app, or when the user mentions quill, the design system, the .local-quill tarball, or the…