Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Ruff
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ruff
Best first install candidate based on install readiness and adoption.
Freshest repo
Semgrep
Most recent maintenance signal among this shortlist.
| Signal | Apkleaks Scanning APK file for URIs, endpoints & secrets. | Mobile Security Framework MobSF Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis. | Ruff An extremely fast Python linter and code formatter, written in Rust. | Semgrep Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. |
|---|---|---|---|---|
| Quality | 82/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 84/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 6.1K stars Verified outcomes are shown on each skill page | 21K stars Verified outcomes are shown on each skill page | 48K stars |
| 16K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 20, 2025 | May 19, 2026 | Jun 14, 2026 | Jun 22, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Static Analysis, Claude Code | JavaScript, Static Analysis, Claude Code | Rust, Static Analysis, Claude Code | OCaml, Static Analysis, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add dwisiswant0/apkleaks | $ npx skills add MobSF/Mobile-Security-Framework-MobSF | $ npx skills add astral-sh/ruff | $ npx skills add semgrep/semgrep |