Skill audit report

analyzing-android-malware-with-apktool Audit report.

Perform static analysis of Android APK malware using apktool for resource decompilation, jadx for Java source recovery, and androguard for manifest inspection, dangerous permission-combination detection, and identification of obfuscated code, dynamic code loading, and reflection-based API calls. Use to statically triage a suspicious APK without executing it or to build mobile malware detection rules.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

16K GitHub stars

Stars/forks activity

PASS

16K stars, 1.6K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

command execution surface, network or browser surface

Install availability

PASS

npx skills add tradecatlabs/vibe-coding-cn --skill analyzing-android-malware-with-apktool

Install command safety

PASS

standard package or runtime install path

Permission surface

INFO

shell or command execution, network or browser access

Repository evidence

PASS

https://github.com/tradecatlabs/vibe-coding-cn/tree/develop/research/vibe-cybersecurity-cn/skills/reference-only/anthropic-cybersecurity-skills/skills/analyzing-android-malware-with-apktool

Review status

INFO

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 10 Needs review

Install path

PASS

npx skills add tradecatlabs/vibe-coding-cn --skill analyzing-android-malware-with-apktool

Repository

PASS

https://github.com/tradecatlabs/vibe-coding-cn/tree/develop/research/vibe-cybersecurity-cn/skills/reference-only/anthropic-cybersecurity-skills/skills/analyzing-android-malware-with-apktool

License

PASS

Apache-2.0

Maintenance

PASS

2mo since push

AI review

CHECK

SKILL.md lacks explicit usage examples for the provided agent.py CLI and does not document how to install dependencies beyond listing them.

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

command execution surface, network or browser surface

Install command safety

PASS

standard package or runtime install path

Permission surface

CHECK

shell or command execution, network or browser access

Stars/forks activity

PASS

16K stars, 1.6K forks; issue activity unavailable in current metadata

Adoption

PASS

16K GitHub stars

Financial decision safety

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Financial research output is not financial advice; require human review before any live investment decision
SKILL.md lacks explicit usage examples for the provided agent.py CLI and does not document how to install dependencies beyond listing them.
The skill does not clearly define limitations, edge cases, or failure modes, such as behavior with malformed APKs, obfuscated DEX files, or very large samples.
Runtime safety guidance is minimal; while it mentions an isolated environment, it does not strongly emphasize that even static analysis tooling can have parser vulnerabilities when processing untrusted APKs.
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

$ npx skills add tradecatlabs/vibe-coding-cn --skill analyzing-android-malware-with-apktool

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 81/100
Quality: 86/100
Trust: 72/100
Install safety: 92/100
Permission surface: 62/100
Maintenance: 2mo since push
Events: 26 events
GitHub stars: 16K
Last push: Sep 12, 2026

Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
53/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

High-risk permission hints: Shell or command execution
Financial research output is not financial advice; require human review before any live investment decision

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