Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
35,549
stars
131
commits
PowerShell
primary language
Sep 3, 2026
updated
Navigate the dark waters, sail against the stream.
About · Getting Started · Usage · Tutorial · Fast route · Routing · Ops contracts · AI Bootstrap · Sponsors · Contributing
🌐 中文 · Project website · Online tutorial
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-journal
Why this exists:
| Routing rules | Regression benchmark | Core skill modules | CI platforms | Client model |
|---|---|---|---|---|
| 43 (R0–R44) | 173 cases | 44 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/
AstraFlow | UCloud AstraFlow provides one-click access to 200+ leading open-source models, including Kimi K3, DeepSeek V4/V3, Qwen 3, GLM 5.2, and HappyHorse—no model training required, ready to use out of the box. |
|
| Atlas Cloud 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. |
|
| Kite AI 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. |
IDA Pro · radare2 · Ghidra
git clone https://github.com/zhaoxuya520/reverse-skill.git
Then 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:
| 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/ |
| 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 (43 rules, R0–R44) |
| 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 (173 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) |
# 1. Routing regression — 173 (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 -Check
GitHub Actions CI runs all of the above on Windows + Ubuntu for every push/PR.
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.
.
├── 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)
Contributions are welcome! Fork the repo, create a feature branch, and open a PR.
git checkout -b feature/AmazingFeaturegit commit -m 'Add some AmazingFeature'git push origin feature/AmazingFeatureThis project (reverse-skill) is primarily licensed under the MIT License (see LICENSE).
Submodule and third-party dependencies:
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.
This project is intended solely for lawful security research, education, CTF competitions, and testing of systems that you own or have explicit authorization to assess.
Unauthorized access, scanning, exploitation, disruption, data acquisition, or any other use against systems without prior permission is strictly prohibited. Users are solely responsible for complying with applicable laws, regulations, and the authorized scope of testing. The maintainers accept no liability for misuse of this project or for any resulting damage or legal consequences
See Installation and Download Security Guidance.
See Quick Start and Community Issue Triage for installation, client integration, and how community issues are classified. Installation/archive security details remain in Installation and Download Security Guidance.
PowerShell
47.7%
Shell
25.8%
Java
16.9%
Python
5.8%
JavaScript
3.4%
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
35,549
stars
131
commits
PowerShell
primary language
Sep 3, 2026
updated
Navigate the dark waters, sail against the stream.
About · Getting Started · Usage · Tutorial · Fast route · Routing · Ops contracts · AI Bootstrap · Sponsors · Contributing
🌐 中文 · Project website · Online tutorial
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-journal
Why this exists:
| Routing rules | Regression benchmark | Core skill modules | CI platforms | Client model |
|---|---|---|---|---|
| 43 (R0–R44) | 173 cases | 44 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/
AstraFlow | UCloud AstraFlow provides one-click access to 200+ leading open-source models, including Kimi K3, DeepSeek V4/V3, Qwen 3, GLM 5.2, and HappyHorse—no model training required, ready to use out of the box. |
|
| Atlas Cloud 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. |
|
| Kite AI 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. |
IDA Pro · radare2 · Ghidra
git clone https://github.com/zhaoxuya520/reverse-skill.git
Then 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:
| 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/ |
| 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 (43 rules, R0–R44) |
| 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 (173 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) |
# 1. Routing regression — 173 (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 -Check
GitHub Actions CI runs all of the above on Windows + Ubuntu for every push/PR.
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.
.
├── 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)
Contributions are welcome! Fork the repo, create a feature branch, and open a PR.
git checkout -b feature/AmazingFeaturegit commit -m 'Add some AmazingFeature'git push origin feature/AmazingFeatureThis project (reverse-skill) is primarily licensed under the MIT License (see LICENSE).
Submodule and third-party dependencies:
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.
This project is intended solely for lawful security research, education, CTF competitions, and testing of systems that you own or have explicit authorization to assess.
Unauthorized access, scanning, exploitation, disruption, data acquisition, or any other use against systems without prior permission is strictly prohibited. Users are solely responsible for complying with applicable laws, regulations, and the authorized scope of testing. The maintainers accept no liability for misuse of this project or for any resulting damage or legal consequences
See Installation and Download Security Guidance.
See Quick Start and Community Issue Triage for installation, client integration, and how community issues are classified. Installation/archive security details remain in Installation and Download Security Guidance.
PowerShell
47.7%
Shell
25.8%
Java
16.9%
Python
5.8%
JavaScript
3.4%