<p align="center">
<img src="reverse-skill.png" alt="reverse-skill" width="140" />
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<h1 align="center">reverse-skill</h1>
<h3 align="center">Cybersecurity Skills Router · 逆向技能路由包</h3>
<p align="center"><em style="font-family: Georgia, serif; font-size: 1.2em; color: #777;">Navigate the dark waters, sail against the stream.</em></p>
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<br/>
<p align="center">
<a href="#about">About</a> ·
<a href="#getting-started">Getting Started</a> ·
<a href="#usage">Usage</a> ·
<a href="https://reverse.apivix.com/docs/">Tutorial</a> ·
<a href="skills/MASTER-ROUTING.md">Fast route</a> ·
<a href="skills/routing.md">Routing</a> ·
<a href="skills/ops/">Ops contracts</a> ·
<a href="README_AI.md">AI Bootstrap</a> ·
<a href="#sponsors">Sponsors</a> ·
<a href="#contributing">Contributing</a>
</p>
<p align="center">
🌐 <a href="README_zh.md">中文</a> ·
<a href="https://reverse.apivix.com/">Project website</a> ·
<a href="https://reverse.apivix.com/docs/">Online tutorial</a>
</p>
<br/>
<a id="about"></a>
About
If you are an AI Agent, jump to README_AI.md and follow the instructions strictly.
When an AI agent (Claude Code, Codex, Cursor, OpenCode, or another compatible client) encounters an APK, a binary, frontend JS encryption, a CTF challenge, or a pentesting target, this package routes it to the right methodology, checks available tools, and executes a repeatable workflow instead of guessing commands.
User task
→ RULES.md
→ MASTER-ROUTING / master-route.ps1 (PRIMARY)
→ case-init / scope.md (auth + network_profile; no target ACT until ready)
→ Scenario skill → tools / MCP / scripts
→ timeline + Evidence→Finding→Path → report + field-journalWhy this exists:
- AI agents don't know whether to use jadx, apktool, Frida, IDA, or BurpSuite for a given task
- APK, ELF, JS, PCAP, and CTF tasks each need different playbooks
- Tools, MCP servers, and scripts are scattered across machines
- The same mistakes get repeated because experience isn't reused
Current status
| Routing rules | Regression benchmark | Core skill modules | CI platforms | Client model |
|---:|---:|---:|---|---|
| 41 (R0–R40) | 163 cases | 42 tracked modules | Windows + Ubuntu | Client-neutral |
The routing core is driven by one structured configuration, validated by cross-platform CI, and kept separate from optional client adapters.
PRIMARY ladder: skills/MASTER-ROUTING.md · Full matrix: skills/routing.md · Ops: skills/ops/
<br/>
<div align="center">
<a href="https://afterglow.watch"><img src="https://afterglow.watch/badge/zhaoxuya520/reverse-skill" alt="star velocity"></a>
</div>
<br/>
<p align="right">(<a href="#about">back to top</a>)</p>
Built With
<p align="left">
<img src="https://skillicons.dev/icons?i=py,nodejs,powershell,bash,java,docker,git&theme=light" /><br/>
<code>IDA Pro</code> · <code>radare2</code> · <code>Ghidra</code>
</p>
<p align="right">(<a href="#about">back to top</a>)</p>
<a id="getting-started"></a>
Getting Started
Prerequisites
- Java / JDK — for jadx and apktool
- Node.js 22.12+ — for JS toolchain and MCP servers
- Python 3.x — for Frida and helper scripts
- A code AI client — Claude Code, Codex, Cursor, OpenCode, or another compatible client
Installation
git clone https://github.com/zhaoxuya520/reverse-skill.gitThen refresh the tool index per platform:
| Platform | Command |
|----------|---------|
| Windows | powershell -File skills/scripts/refresh-tool-index.ps1 |
| Linux / macOS | bash skills/scripts/refresh-tool-index.sh |
| Kali Linux | bash kali/scripts/refresh-tool-index.sh |
Check skills/tool-index.md to see detected tools.
Platform-specific docs:
- Kali Linux → kali/README-kali.md
- Ubuntu/Debian → docs/platforms/linux.md
- macOS → docs/platforms/macos.md
<p align="right">(<a href="#getting-started">back to top</a>)</p>
<a id="usage"></a>
Usage
Supported scenarios
| Scenario | Entry |
|----------|-------|
| APK / Android analysis | skills/apk-reverse/ |
| iOS / mobile | skills/mobile-reverse/ |
| Binary reverse (exe/dll/so/elf) | skills/ida-reverse/ / skills/radare2/ |
| .NET / C# | skills/dotnet-reverse/ |
| Frontend JS / encrypted params | skills/js-reverse/ |
| DSL VM / custom JS opcode VM | skills/reverse-engineering/dsl-vm-reverse/ |
| HTTP capture / request replay | anything-analyzer, Reqable MCP + js-reverse/ |
| Malware / YARA | skills/malware-analysis/ |
| Penetration testing / scanning | skills/pentest-tools/ |
| Attack chain / red-team orchestration | skills/attack-chain/ |
| Case evidence review / report handoff | skills/case-review/ |
| CTF competition | CTF-Sandbox-Orchestrator/ (42 sub-skills) |
| Firmware / IoT | skills/firmware-pentest/ |
| Patch diff / N-day | skills/patch-diff-exploit/ |
| Pwn / exploit development | skills/pwn-chain/ |
| EDR bypass | skills/edr-bypass-re/ |
| API / GraphQL | skills/api-security/ |
| Supply chain / SBOM | skills/supply-chain-security/ |
| LLM / AI security | skills/llm-security/ |
| OLLVM deobfuscation | skills/reverse-engineering/references/ollvm-deobfuscation.md |
| Diagrams / reports | skills/diagram-generator/ / skills/docs-generator/ |
Key files
| File | Purpose |
|------|---------|
| README_AI.md | AI agent bootstrap and configuration |
| RULES.md | Global routing rules (scope gate before ACT) |
| skills/MASTER-ROUTING.md | PRIMARY fast ladder |
| skills/routing.md | Task → skill routing matrix |
| skills/SKILL.md | Master entry point |
| skills/INDEX.md | Auto-generated, client-neutral skill navigation index |
| skills/config/routing.json | Routing single source of truth (41 rules, R0–R40) |
| skills/tool-index.md | Local tool status (auto-generated) |
| skills/scripts/master-route.ps1 | One-shot PRIMARY triage (reads routing.json) |
| skills/scripts/case-init.ps1 | Case dir: scope / timeline / workitems |
| skills/case-review/ | Read-only Evidence graph review and artifact fixity checks |
| skills/scripts/test-routing.ps1 | Routing regression runner (163 benchmark cases) |
| skills/scripts/verify-routing-coherence.ps1 | Structure + supply-chain pin gate checks |
| skills/scripts/extract-summaries.ps1 | Regenerates INDEX.md from skill frontmatter |
| AGENTS.md | Platform-neutral repository instructions |
| skills/ops/ | Scope, Evidence chain, roles, timeline (skill-router form) |
Testing (run after any routing/config change)
1. Routing regression — 163 (hint → expected PRIMARY) cases, fails CI on any mismatch
powershell -NoProfile -ExecutionPolicy Bypass -File skills/scripts/test-routing.ps1
2. Structure coherence + supply-chain pin gate (unpinned auto-install fails)
powershell -NoProfile -ExecutionPolicy Bypass -File skills/scripts/verify-routing-coherence.ps1
3. Smoke: verify + script parse + quick route matrix
powershell -NoProfile -ExecutionPolicy Bypass -File skills/scripts/smoke.ps1
4. INDEX.md drift check (regenerate with extract-summaries.ps1 if dirty)
powershell -NoProfile -ExecutionPolicy Bypass -File skills/scripts/extract-summaries.ps1 -CheckGitHub Actions CI runs all of the above on Windows + Ubuntu for every push/PR.
Client-neutral integration
The routing core, regression suite, manifests, and case workflow do not depend on a specific AI client. Claude Code, Codex, Cursor, OpenCode, and other clients should load the repository through their own adapter or project-instruction mechanism. Client-specific configuration must remain optional and outside the core routing contract.
Repository layout
.
├── README.md / README_zh.md / README_AI.md
├── RULES.md / RULES_zh.md
├── skills/
│ ├── MASTER-ROUTING.md / SKILL.md / routing.md
│ ├── ops/ # ops contracts
│ ├── scripts/ # master-route, case-init, bootstrap, verify
│ ├── field-journal/
│ ├── apk-reverse/ mobile-reverse/ js-reverse/ dotnet-reverse/
│ ├── ida-reverse/ radare2/ reverse-engineering/ malware-analysis/
│ ├── pentest-tools/ attack-chain/ pwn-chain/ firmware-pentest/
│ ├── api-security/ supply-chain-security/ llm-security/
│ └── ...
├── CTF-Sandbox-Orchestrator/
├── docs/
├── kali/ # see kali/README-kali.md
└── work/ # local cases (gitignored)<p align="right">(<a href="#usage">back to top</a>)</p>
<a id="sponsors"></a>
Sponsors
<table>
<tr>
<td align="center" width="220">
<a href="https://www.atlascloud.ai/?ref=W3Q77C">
<img src="docs/assets/sponsors/atlas-cloud.svg" alt="Atlas Cloud" width="190" />
</a>
<br />
<a href="https://www.atlascloud.ai/oss-program">
<img src="https://www.atlascloud.ai/oss-program/powered-by-atlas-cloud.svg" alt="Powered by Atlas Cloud" height="24" />
</a>
</td>
<td>
<strong><a href="https://www.atlascloud.ai/?ref=W3Q77C">Atlas Cloud</a></strong> is a full-modal AI inference platform that provides unified API access to 400+ curated image, video, audio, 3D, and language models. Atlas Cloud supports reverse-skill with model services for cross-platform routing verification, documentation, and open security workflows.
</td>
</tr>
<tr>
<td align="center" width="220">
<a href="https://gokite.ai/">
<img src="https://gokite.ai/images/Kite_Logo.svg" alt="Kite AI" width="150" />
</a>
</td>
<td>
<strong><a href="https://gokite.ai/">Kite AI</a></strong> builds identity and payment infrastructure for the agent economy. Its support helps sustain reverse-skill's open-source maintenance, routing benchmarks, and platform-neutral security workflows.
</td>
</tr>
</table>
<p align="right">(<a href="#sponsors">back to top</a>)</p>
<a id="contributing"></a>
Contributing
Contributions are welcome! Fork the repo, create a feature branch, and open a PR.
1. Fork the Project
2. git checkout -b feature/AmazingFeature
3. git commit -m 'Add some AmazingFeature'
4. git push origin feature/AmazingFeature
5. Open a Pull Request
Contributors
<a href="https://github.com/zhaoxuya520/reverse-skill/graphs/contributors">
<img src="https://contrib.rocks/image?repo=zhaoxuya520/reverse-skill" alt="contributors" />
</a>
<p align="right">(<a href="#contributing">back to top</a>)</p>
<a id="license"></a>
License
This project (reverse-skill) is primarily licensed under the MIT License (see LICENSE).
Submodule and third-party dependencies:
- CTF-Sandbox-Orchestrator/: GNU GPLv3
- Pentest Swarm AI: Original project is AGPL-3.0. This repo only invokes it via CLI or MCP and does not include its source code
- Other tools (jadx, frida, nmap, burpsuite-mcp, etc.) are subject to their respective official licenses
<p align="right">(<a href="#license">back to top</a>)</p>
<a id="acknowledgments"></a>
Acknowledgments
Thanks to all open-source tool authors. This project integrates tools across reverse engineering, penetration testing, CTF, and security analysis — every tool is the fruit of community effort.
Special thanks to the OLLVM deobfuscation ecosystem contributors and everyone who submitted test samples, issues, and PRs.
<p align="right">(<a href="#acknowledgments">back to top</a>)</p>
Contact
- Email: [email protected]
- QQ Group: 942400892
- Discord: reverse-skill community
- Issues: GitHub Issues