What is jetpack-compose-audit?

A code audit for Android repositories that use Jetpack Compose, Kotlin's toolkit for building screens in code. It scores performance, state management, side effects, and composable API design, then writes a strict markdown report.

Use it to review a Compose project, assess its main code-quality categories, inspect related Android risks, and produce an evidence-based report.

It gives a structured way to find common Compose code problems and separates scored findings from coverage notes about testing, keyboard navigation, multiplatform code, and splash screens.

jetpack-compose-audit — Skill by hamen

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 skills/hamen/compose_skill/jetpack-compose-audit

Any agent

npx skills add hamen/compose_skill --skill jetpack-compose-audit

Clone the repo

git clone --depth 1 https://github.com/hamen/compose_skill

Made for: Claude Code, Codex.

Or install jetpack-compose-audit, the plugin that ships this one along with the rest of its 1 skill.

Per session 101 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 5,529 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.

Model	Per session	Once invoked
Fable 5	$0.00101	$0.05529
Opus 5	$0.00051	$0.02764
Sonnet 5	$0.00020	$0.01106
Haiku 4.5	$0.00010	$0.00553

Measured 3d ago against content hash 2074d6337cba, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

jetpack-compose-audit 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.

skills/jetpack-compose-audit/SKILL.md · 371 lines

How it starts

The opening of the file, as written. The whole thing — 371 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Jetpack Compose Audit

This skill audits Android Jetpack Compose repositories with a strict, evidence-based report.

Skill version: 4.3.2 — released 2026-07-07. Compose track: Kotlin 2.0.20+ / Compose Compiler 1.5.4+ (Strong Skipping Mode default). See the README changelog for what changed.

It is intentionally focused on four categories:

Performance
State management
Side effects
Composable API quality

This skill does not score design or Material 3 compliance in v1. If the audit surfaces likely design-system problems, recommend a follow-up audit with the material-3 skill (reference implementation: https://github.com/hamen/material-3-skill).

Testing, focus/keyboard navigation, and Compose Multiplatform are coverage notes, not score categories. Map those surfaces when present, flag obvious risk, and recommend the focused compose-agent references (testing, focus, kmp) as follow-up work. Do not fold them into the 0-100 score unless the same root cause clearly affects one of the four scored categories.

Android launch UX resources are also adjacent coverage, not a score category. Always scan splash-screen theme resources; if Android 12+ could render a static splash icon blurry, include it as an Android Launch UX finding and allow it into Critical Findings / Prioritized Fixes when the evidence is concrete.

Out Of Scope In v1

Owned and deliberate scope choices — call out the limitation in the report rather than silently producing thin coverage:

Material 3 compliance, theming, color/typography tokens — defer to the material-3 skill.
Accessibility scoring (semantics, content descriptions, touch-target sizing) — flag obvious gaps as a note, do not score.
UI test coverage and Compose test rule patterns — note presence/absence, do not score; recommend compose-agent focus on testing for deeper review.
Compose Multiplatform-specific rules (expect/actual, target-specific code paths) — note surface area and obvious platform-boundary risk; recommend compose-agent focus on kmp for deeper review.
Wear OS / TV / Auto / Glance surfaces — note obvious focus / keyboard / D-pad risk; recommend compose-agent focus on focus for deeper review.
Build performance (incremental compilation, KSP/KAPT choice).

Read the full file on GitHub · 371 lines

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

3d ago First seen · 371 lines · 101 tokens per session scan A 2074d6337cba

Subscribe to this mod's changes

jetpack-compose-audit is a skill published in the GitHub repository hamen/compose_skill (367 stars, last pushed 1mo ago), licensed MIT. It adds 101 tokens to every session and 5,529 once invoked, about $0.0005 per session on Opus 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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