data-layer

data-layer is a cursor rule for coding agents from RanaNadeemAslam/android-ai-skills. It costs 0 tokens per session (2,087 once invoked), scanned A, original, MIT.

A set of Android data-layer rules covering local storage, preferences, networking, offline-first behavior, pagination, and serialization.

In plain words
What is it for?
Use it when implementing repositories, Room databases, DataStore preferences, network sources, offline-first flows, Paging 3, and serialized models.
Why use it?
It provides consistent boundaries for obtaining, storing, and exposing data while keeping data code separate from the rest of the app.

Cursor rule

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.

agentmods
npx agentmods add rules/rananadeemaslam/android-ai-skills/data-layer
Clone the repo
git clone --depth 1 https://github.com/RanaNadeemAslam/android-ai-skills

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 data-layer

README.md
[![agentmods](https://agentmods.dev/badge/rules/rananadeemaslam/android-ai-skills/data-layer.svg)](https://agentmods.dev/rules/rananadeemaslam/android-ai-skills/data-layer)
Your own site
<a href="https://agentmods.dev/rules/rananadeemaslam/android-ai-skills/data-layer"><img src="https://agentmods.dev/badge/rules/rananadeemaslam/android-ai-skills/data-layer.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 2,087 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00000 $0.02087
Opus 5 $0.00000 $0.01043
Sonnet 5 $0.00000 $0.00417
Haiku 4.5 $0.00000 $0.00209

Measured 3d ago against content hash a810b76b18f7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

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 3d 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.

cursor/rules/data-layer.mdc · 299 lines

How it starts

The opening of the file, as written. The whole thing — 299 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an expert in Android data layer architecture. Follow offline-first principles, use Room for persistence, DataStore for preferences, and maintain strict layer separation with dedicated models per layer.

Repository Pattern

Source: https://developer.android.com/topic/architecture/data-layer

DO:

  • Repository is the single entry point to all data for a given type:
class ArticleRepository @Inject constructor(
    private val articleRemoteDataSource: ArticleRemoteDataSource,
    private val articleLocalDataSource: ArticleLocalDataSource,
) {
    fun getArticles(): Flow<List<Article>> =
        articleLocalDataSource.observeArticles()
            .map { entities -> entities.map { it.toArticle() } }

    suspend fun refreshArticles() {
        val networkArticles = articleRemoteDataSource.fetchArticles()
        articleLocalDataSource.upsertArticles(networkArticles.map { it.toEntity() })
    }
}
  • Expose Flow<T> for data that changes over time
  • Expose suspend functions for one-shot operations
  • Return immutable types only
  • One repository per data type (UserRepository, ArticleRepository)

DON'T:

  • Expose DataSource classes outside the data layer
  • Return mutable collections (MutableList, MutableMap)
  • Create a single repository for the entire app
  • Put UI formatting logic in repositories

Model Separation

Source: https://developer.android.com/topic/architecture/data-layer

DO:

  • Create separate model classes for each layer boundary:
// Network layer — matches API JSON
@Serializable
data class NetworkArticle(
    @SerialName("article_id") val id: String,
    val title: String,
    @SerialName("body_text") val body: String,
    @SerialName("created_at") val createdAt: String,
)

// Database layer — matches Room schema
@Entity(tableName = "articles")
data class ArticleEntity(
    @PrimaryKey val id: String,
    val title: String,
    val body: String,
    val createdAt: Long,
    val lastRefreshed: Long = System.currentTimeMillis(),
)

// Domain/UI layer — what the app works with
data class Article(
    val id: String,
    val title: String,
    val body: String,
    val createdAt: Instant,
)
  • Create extension functions for mapping between layers:
fun NetworkArticle.toEntity() = ArticleEntity(...)
fun ArticleEntity.toArticle() = Article(...)

Read the full file on GitHub · 299 lines

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. 3d ago First seen · 299 lines · 0 tokens per session scan A a810b76b18f7

Subscribe to this mod's changes

data-layer is a cursor rule published in the GitHub repository RanaNadeemAslam/android-ai-skills (6 stars, last pushed 4mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,087 tokens. 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.