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Android Scalability Architecture Guide

android_scalability_guide
Read-only

Provides architecture patterns for scaling Android apps: Paging 3, offline-first sync, caching, cold start optimization, modularization, and Compose performance.

Instructions

Architecture patterns for Android apps serving millions to billions of users. Covers: Paging 3 with RemoteMediator (infinite lists without OOM), offline-first sync with WorkManager + Room as single source of truth, OkHttp HTTP caching + ETag, cold start optimization with Baseline Profiles, app modularization for large teams, and Compose recomposition performance (derivedStateOf, stable keys, @Immutable). Call before designing data layers, list screens, sync mechanisms, or module structure. Topics: paging, offline-first, network, startup, modularization, compose performance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicNoTopic. E.g. 'Paging3', 'offline-first', 'cold start', 'modularization', 'recomposition'. Leave empty for index.
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations include readOnlyHint=true, and the description aligns as a read-only guide. No contradictions. The description fully discloses the tool's purpose without hiding any destructive behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with purpose and well-structured, listing topics concisely. A bit long but every sentence adds value, making it efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of scalability architecture, the description covers key topics and usage context. Without an output schema, it sufficiently explains what the guide provides.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a description for the topic parameter. The description adds value by listing example values and noting to leave empty for index, which helps beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it provides architecture patterns for Android apps at scale, listing specific topics like Paging 3, offline-first, etc. It distinguishes itself from sibling tools such as android_kmp_guide or architecture_reference by focusing on scalability.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says 'Call before designing data layers, list screens, sync mechanisms, or module structure,' giving clear context on when to use. It does not explicitly mention when not to use or list alternatives, but the guidance is strong.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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