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 MingyiSecLab/Mingyi-Atlas --skill androidgit clone --depth 1 https://github.com/MingyiSecLab/Mingyi-AtlasWrote 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/mingyiseclab/mingyi-atlas/android)<a href="https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/android"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/android/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/mingyiseclab/mingyi-atlas/android"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/android.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 | $0.00036 | $0.01973 |
| Opus 5 | $0.00018 | $0.00986 |
| Sonnet 5 | $0.00007 | $0.00395 |
| Haiku 4.5 | $0.00004 | $0.00197 |
Grade B, and why
android scanned grade B with 2 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 9d 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.
Asks for rootlowPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
adb shell "chmod 755 /data/local/tmp/frida-server && /data/local/tmp/frida-server &" Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Recursive force deletemediumDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
- Demonstrate exposed component RCE → `adb shell am start -n ... --es cmd 'rm -rf'` Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 225 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Android Pentest Playbook
1. Static — decompile + inspect
Pull APK
# Listed apps on connected device
adb shell pm list packages -3 # third-party only
adb shell pm path com.target.app # find APK path
adb pull /data/app/.../base.apk /tmp/
# Or from Google Play
gplaycli -d com.target.app -f /tmp/ # CLI Play store dump
# Or from third-party APK mirrors (apkpure / apkmirror)
Decompile
# Smali (low-level)
apktool d base.apk -o /tmp/apk-smali
# Java pseudo-code (jadx)
jadx --output-dir /tmp/apk-java base.apk
# Or jadx-gui for interactive
# Combine for full picture
MobSF automated triage
docker run -it --rm -p 8000:8000 opensecurity/mobile-security-framework-mobsf
# Upload APK via web UI, get full report
Manifest review
apkanalyzer manifest print base.apk
# OR
aapt dump xmltree base.apk AndroidManifest.xml | head -50
# Critical signals:
# - android:debuggable="true" → debugger attachable
# - android:allowBackup="true" → adb backup possible w/o root
# - android:exported="true" w/o perm → exposed component
# - <uses-permission> SMS/CAMERA/MIC reach → privacy risk
# - <intent-filter> w/ "android.intent.action.VIEW" + custom scheme → deeplink
# - networkSecurityConfig: cleartextTrafficPermitted="true" → MITM-friendly
Secrets sweep
# Hardcoded keys in smali / java code
grep -rn 'api[_-]?key\|secret\|password' /tmp/apk-java/ | head -20
# Strings + entropy
strings -a base.apk | grep -E 'eyJhbGc|^[A-Za-z0-9+/]{30,}={0,2}$' | head
# AndroGuard for deep static
androguard analyze base.apk
2. Dynamic — Frida + Objection
Setup
# Push frida-server (rooted device / emulator)
adb push frida-server-16.x.x-android-arm64 /data/local/tmp/
adb shell "chmod 755 /data/local/tmp/frida-server && /data/local/tmp/frida-server &"
# Or use Magisk module on prod devices
Bypass SSL pinning (Frida codeshare scripts)
frida -U -l https://codeshare.frida.re/@pcipolloni/universal-android-ssl-pinning-bypass-with-frida/ -f com.target.app
# Or Objection's built-in
objection -g com.target.app explore
> android sslpinning disable
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.
- 9d ago First seen · 225 lines · 36 tokens per session scan B 1b294b45103f
android is a skill published in the GitHub repository MingyiSecLab/Mingyi-Atlas (11 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 36 tokens to every session and 1,973 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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