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 rcosteira79/android-skills --skill android-data-layergit clone --depth 1 https://github.com/rcosteira79/android-skillsWrote 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/rcosteira79/android-skills/android-data-layer)<a href="https://agentmods.dev/skills/rcosteira79/android-skills/android-data-layer"><img src="https://agentmods.dev/badge/skills/rcosteira79/android-skills/android-data-layer/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/rcosteira79/android-skills/android-data-layer"><img src="https://agentmods.dev/badge/skills/rcosteira79/android-skills/android-data-layer.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 | $0.00066 | $0.01102 |
| Opus 5.5 | $0.00026 | $0.00441 |
| Sonnet 5.5 | $0.00013 | $0.00220 |
| Haiku 4.5 | $0.00007 | $0.00110 |
Grade A, and why
android-data-layer 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 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.
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 — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Android Data Layer
The data layer coordinates data from multiple sources; its public API is repository interfaces, and its internals (DAOs, API services, DTOs) never leak upward. This skill is the canonical home for the error-propagation model, plus the KMP-Room setup. Related: android-skills:android-retrofit (Retrofit service/OkHttp/Hilt wiring), android-skills:android-dev (overall app architecture).
Error propagation — the layered model
The goal: data-layer errors (IOException / HttpException / SQLiteException) must never reach the ViewModel. Map them to a domain error type at the repository boundary. If the project already has an error convention, match it; otherwise a sealed DataError hierarchy is a reasonable default:
sealed class DataError(message: String, cause: Throwable? = null) : Exception(message, cause) {
class Network(cause: Throwable) : DataError("Network error", cause)
class Server(val code: Int, message: String?) : DataError("Server error $code: $message")
class Local(cause: Throwable) : DataError("Local storage error", cause)
}
// repository = error boundary: catch platform exceptions, return Result<T> (no domain layer) or throw DataError (with one)
suspend fun refreshNews(): Result<Unit> = withContext(io) {
try { newsDao.insertAll(newsApi.fetchLatest().map(NewsDto::toEntity)); Result.success(Unit) }
catch (e: IOException) { Result.failure(DataError.Network(e)) }
catch (e: HttpException) { Result.failure(DataError.Server(e.code(), e.message())) }
}
The boundary moves outward by one layer when a domain layer exists:
- Data sources throw platform/library exceptions (
IOException,HttpException,SQLiteException). - Repository is the error boundary — catch those and remap to
DataError; never let raw platform types leak. Without a domain layer (simple MVVM): the repository returnsResult<T>directly and the ViewModel handles it without knowing about platform exceptions. - Use cases (when present) are the
Resultboundary — the repository instead throwsDataError, and the use case catches it and returnsResult<T>with a domain-specific error model. Use cases never catch platform exception types. - ViewModels handle
Result<T>and map it to UI state (explicit loading / success / error).
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 · 72 lines · 66 tokens per session scan A 5e2508e47487
android-data-layer is a skill published in the GitHub repository rcosteira79/android-skills (159 stars, last pushed 1mo ago), licensed MIT. It adds 66 tokens to every session and 1,102 once invoked, about $0.0003 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 2026-08-30.
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