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 ArisGuimera/MobiAI-Core --skill mobiai-android-devicegit clone --depth 1 https://github.com/ArisGuimera/MobiAI-CoreWrote 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/arisguimera/mobiai-core/mobiai-android-device)<a href="https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-android-device"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-android-device/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/arisguimera/mobiai-core/mobiai-android-device"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-android-device.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Tool Misuse · line 200 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
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 | $0.00034 | $0.01816 |
| Opus 5 | $0.00017 | $0.00908 |
| Sonnet 5 | $0.00007 | $0.00363 |
| Haiku 4.5 | $0.00003 | $0.00182 |
Grade A, and why
mobiai-android-device 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 11d 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 — 269 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Android Device Interaction
Expert-level knowledge for interacting with Android devices and emulators via ADB.
When to Use
- Reproducing a bug on an Android emulator or device
- Taking screenshots or capturing logs
- Automating UI interactions for testing
- Managing emulators
Device Setup
Detect Connected Devices
adb devices -l
This shows all connected devices and emulators. Use -s <serial> to target a specific device, or -e for the only running emulator.
Start an Emulator
Use the helper script or run manually:
# List available AVDs
emulator -list-avds
# Start with recommended flags for automation
emulator -avd <avd-name> \
-no-window \
-no-audio \
-no-boot-anim \
-gpu swiftshader_indirect \
-no-snapshot-load
Wait for boot to complete:
adb -e wait-for-device
adb -e shell getprop sys.boot_completed # Returns "1" when ready
Screen Size
adb shell wm size
# Output: Physical size: 1080x2340
UI Inspection — CRITICAL
Always dump the UI before every interaction. This is the most important rule.
Dump UI Hierarchy
adb shell uiautomator dump /sdcard/ui.xml && adb pull /sdcard/ui.xml ./ui-dump.xml
Never cat the full XML — it can be thousands of lines and will blow up your context. Instead, search for the element you need:
# List all visible text elements with their bounds
grep -o 'text="[^"]*"[^/]*bounds="[^"]*"' ./ui-dump.xml
# Search for a specific element by text
grep -o '[^<]*text="Submit"[^/]*' ./ui-dump.xml
# Search by resource-id
grep -o '[^<]*resource-id="[^"]*btn_submit[^"]*"[^/]*' ./ui-dump.xml
# Search by content-desc
grep -o '[^<]*content-desc="[^"]*Close[^"]*"[^/]*' ./ui-dump.xml
Only cat ./ui-dump.xml as a last resort if grep doesn't find what you need.
The XML contains every visible element with:
text— visible text on the elementresource-id— programmatic ID (e.g.,com.example.app:id/btn_submit)content-desc— accessibility labelbounds="[x1,y1][x2,y2]"— pixel coordinates
What ships with it
3 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.
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.
- 11d ago First seen · 269 lines · 34 tokens per session scan A ec6b91887033
mobiai-android-device is a skill published in the GitHub repository ArisGuimera/MobiAI-Core (453 stars, last pushed 3d ago), licensed MIT. It adds 34 tokens to every session and 1,816 once invoked, about $0.0002 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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