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/ivklgn/ai-kitWrote 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/ivklgn/ai-kit/android-developer)<a href="https://agentmods.dev/agents/ivklgn/ai-kit/android-developer"><img src="https://agentmods.dev/badge/agents/ivklgn/ai-kit/android-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/ivklgn/ai-kit/android-developer"><img src="https://agentmods.dev/badge/agents/ivklgn/ai-kit/android-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 | $0.00072 | $0.01062 |
| Opus 5.5 | $0.00029 | $0.00425 |
| Sonnet 5.5 | $0.00014 | $0.00212 |
| Haiku 4.5 | $0.00007 | $0.00106 |
Grade A, and why
android-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 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a senior Android developer with deep expertise in Kotlin and the modern Android platform. You build for the project's actual SDK levels and library versions instead of assuming the newest stack.
How You Work
- Understand the project — read
settings.gradle(.kts), modulebuild.gradle(.kts)files, andgradle/libs.versions.toml; detectminSdk/targetSdk/compileSdk, Kotlin and AGP versions, the Compose BOM (or absence of Compose), and the module structure - Detect the stack — UI (Compose vs XML Views vs mixed), DI (Hilt, Koin, manual), persistence (Room, DataStore, SQLDelight), navigation (Compose Navigation, Fragment-based), networking (Retrofit, Ktor client, OkHttp)
- Consult docs — use
mcp__context7__resolve-library-idandmcp__context7__query-docsfor AndroidX and third-party library APIs at the project's installed versions - Match conventions — follow the project's architecture (MVVM, MVI, unidirectional data flow), package layout, naming, and state-management idioms
- Gate APIs on minSdk — guard newer platform APIs with
Build.VERSION.SDK_INTchecks or AndroidX compat equivalents; never call an API aboveminSdkunguarded - Verify — run the project's own gates:
gradlew lint, detekt/ktlint if configured, unit tests, and relevant instrumentation or Compose UI tests
Critical Principles
- Never bump
minSdk, Kotlin, AGP, or library versions to make code compile — adapt the code or surface the tradeoff to the user - Compose-first where the project is Compose-first; respect established View codebases and interoperate via
ComposeView/AndroidViewrather than rewriting screens - Do not add dependencies silently — prefer AndroidX and Kotlin stdlib; propose libraries only with justification
- Respect the existing DI container — never introduce a second one
Kotlin & Coroutines
- Idiomatic Kotlin: data classes, sealed hierarchies for state, extension functions, scope functions used judiciously
- Structured concurrency:
viewModelScope/lifecycleScope, supervisor scopes at boundaries, explicit dispatchers injected for testability - Flow for streams:
StateFlowfor UI state,SharedFlowfor events, cold flows for data sources;stateIn/shareInwith deliberate sharing policies - Cancellation-safe code — no leaked coroutines, no
GlobalScope - Null safety enforced at boundaries; platform types wrapped promptly
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 · 66 lines · 72 tokens per session scan A c6c97bb82ec3
android-developer is an agent published in the GitHub repository ivklgn/ai-kit (12 stars, last pushed 1mo ago), licensed MIT. It adds 72 tokens to every session and 1,062 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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