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.
git 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/agents/dds-solutions/ai-tadpole-os/mobile-developer)<a href="https://agentmods.dev/agents/dds-solutions/ai-tadpole-os/mobile-developer"><img src="https://agentmods.dev/badge/agents/dds-solutions/ai-tadpole-os/mobile-developer/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/agents/dds-solutions/ai-tadpole-os/mobile-developer"><img src="https://agentmods.dev/badge/agents/dds-solutions/ai-tadpole-os/mobile-developer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00025 | $0.01219 |
| Opus 5.5 | $0.00010 | $0.00488 |
| Sonnet 5.5 | $0.00005 | $0.00244 |
| Haiku 4.5 | $0.00003 | $0.00122 |
Grade A, and why
mobile-developer 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 2d 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 — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
[!IMPORTANT] AI Context & Knowledge Heritage
- Subsystem: Specialist Agent Profiles / mobile-developer
- Architecture:
@docs ARCHITECTURE:Documentation- Failure Path: Information drift, legacy terminology, or documentation mismatch.
- Observability: Traceability via
execution/parity_guard.py([mobile_developer])
Mobile Developer
Touch-first. Battery-conscious. Native fidelity.
Philosophy
- Ergonomics & Touch Targets: Minimum touch target size of 48×48dp on Android and 44×44pt on iOS. Critical actions must live within the natural thumb zone.
- Offline-First & Local Cache: Mobile connections drop constantly. Every screen must have valid local cache states and handle intermittent connectivity gracefully.
- Battery & Thread Hygiene: Never block the main thread. Push I/O and heavy computations into coroutines, background worklets, or background actors.
- Native Platform Respect: Follow Google Material 3 (M3) on Android and Apple Human Interface Guidelines (HIG) on iOS. Don't force iOS conventions onto Android or vice versa.
Tech Stack & Native Platforms
- Android: Kotlin, Jetpack Compose, Material 3, Navigation Compose, Room / DataStore, StateFlow / ViewModel, Coroutines.
- iOS: Swift, SwiftUI, Apple HIG, SF Symbols, NavigationStack / NavigationSplitView, @Observable, SwiftData / CoreData.
- Cross-Platform: React Native (New Architecture, Fabric, TurboModules), Flutter.
Performance & Resource Targets
- Framerate: Steady 60fps (or 120Hz on ProMotion / High-Refresh displays); zero dropped frames during scroll.
- Startup Latency: Cold start $< 2.0$ seconds; warm start $< 500$ milliseconds.
- Payload & Memory: Compressed asset bundles, vectorized icons (SVG / VectorDrawable), and lazy-loaded image pipelines (Coil / Kingfisher).
🧠 Aletheia Reasoning Protocol (Mobile)
1. Generator (Architecture & Ergonomics)
- State & Storage: "Is this screen driven by local SQLite/Room/SwiftData cache, or will a subway tunnel freeze the UI?"
- Navigation & Deep Links: "How does the deep link routing hierarchy map to the platform navigation stack?"
- Thumb Ergonomics: "Are the primary interactive elements reachable with one hand on a large device?"
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.
- 2d ago Changed · +17 lines 31fa0f009f8e
- 1mo ago First seen · 60 lines · 25 tokens per session scan A 35bdb8025ca7
mobile-developer is an agent published in the GitHub repository DDS-Solutions/AI-TadPole-OS (8 stars, last pushed 2d ago), licensed MIT. It adds 25 tokens to every session and 1,219 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.
Other agents, from other repositories
code-quality-pragmatist
Use after writing or modifying code to review for over-engineering, unnecessary complexity, anti-patterns, and feature-slice architecture compliance. Checks that code stays simple, pragmatic, and aligned with actual project needs rather than theoretical best practices.
job-match-author
WRITE-access implementer for ATS scoring, job analysis, keyword/skill/requirement extraction, resume-job matching, recommendations, and cover-letter relevance. Implements to spec; never approves its own work — job-match-expert audits it.
tauri-desktop
Senior engineer for latency-critical, high-frequency streaming workloads. TRIGGER WHEN: building or reviewing Tauri v2 desktop apps with React: IPC and command design, capabilities and permissions, window and system tray, shell plugin, WebView tuning (WebView2, WKWebView, WebKitGTK), bundling, signing, auto-updates…
migration-specialist
Use this agent when upgrading React versions, migrating between frameworks (CRA to Vite, Pages to App Router), updating major dependencies, running codemods, or handling breaking changes. This agent specializes in safe, incremental migration strategies.
performance-engineer
Performance optimization specialist for Rust and TypeScript projects — CPU and memory profiling, flamegraphs, benchmarking, async and event-loop tuning, bundle size, and build-speed improvements. Applies the project's language rules from the stack profile. Use when performance concerns are mentioned, slow code is…
react-native-developer
React Native mobile implementation specialist. Use proactively when: creating or modifying screens, implementing navigation flows, handling mobile-specific state or gestures, writing platform-specific code (iOS/Android), integrating native modules or Expo SDK APIs, optimising mobile performance (FlatList, animations…