CD pentest-tools
Operate 20+ penetration-testing tools (Nmap, Nuclei, SQLMap, FFUF, Hashcat, and more) through structured workflows with consistent output handling.
Operate 20+ penetration-testing tools (Nmap, Nuclei, SQLMap, FFUF, Hashcat, and more) through structured workflows with consistent output handling.
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
The same skill appears in 2 more places: agentic-awesome-skills, agentic-awesome-skills
What is at stake
Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.
Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.
The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".
If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.
How to improve
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 49
✓ No critical or high findings
Medium and low: 49
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medium Exfiltration
exfil-read-secret-filesreferences/network-attack-defense.md:74Reads credential / secret files (documentation of a security skill)cat /etc/shadow
security skill -
low Risky intent
intent-offensive-securityreferences/ai-pentest-agents.md:4Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)> 可作为本包 pentest-tools skill 的补充能力来源。
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentest-agents.md:13Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| **pentest-ai (0xSteph)** | MCP server + Python agents,197+ 安全工具,exploit 链接,PoC 验证 | https://github.com/0xSteph/pentest-ai |
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentest-agents.md:18Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| **Auto-Pentest-GPT** | LLM 驱动的软件渗透测试 | https://github.com/Armur-Ai/Auto-Pentest-GPT-AI |
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentest-agents.md:23Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file; quoted — discussed, not commanded)这些框架大多支持 MCP 或 HTTP API,可以作为本包 `pentest-tools` skill 的增强后端:
fixturequoted -
low Risky intent
intent-offensive-securityreferences/ai-pentest-agents.md:28Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file; quoted — discussed, not commanded)"pentest-ai": {fixturequoted -
low Risky intent
intent-offensive-securityreferences/ai-pentesting-landscape-2026.md:11Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)- 在 Bug Bounty 排行榜上已超越部分人类黑客
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentesting-landscape-2026.md:19Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| **Pentest Swarm AI** | Stigmergic blackboard | 执行 | pgvector + pheromones | 8 ProjectDiscovery + nmap | ✓ | ✓ 真 swarm |
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentesting-landscape-2026.md:37Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| XBOW | 自主 Bug Bounty | AI agent 自动挖洞提交 |
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentesting-landscape-2026.md:52Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)上面列出的工具(特别是 Pentest Swarm AI、HexStrike AI、mcp-kali-server)都可以作为本包的**执行后端**,通过 MCP 接入。
fixture -
low Risky intent
intent-offensive-securityreferences/ai-pentesting-landscape-2026.md:59Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)pentest-tools/SKILL.md
fixture -
low Risky intent
intent-offensive-securityreferences/awesome-pentest-digest.md:3Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)> 精选自 [awesome-pentest](https://github.com/enaqx/awesome-pentest)(25k+ stars,CC-BY 4.0)
fixture -
low Risky intent
intent-offensive-securityreferences/awesome-pentest-digest.md:173Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| Pentest-Ground | https://pentest-ground.com/ |
fixture -
low Risky intent
intent-offensive-securityreferences/burpsuite-mcp-guide.md:370Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)- `pentest-tools` Nmap 发现 Web 服务 → Burp MCP 做深度测试
quoted -
low Risky intent
intent-offensive-securityreferences/kali-mcp-ecosystem.md:45Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- **特点**:多 agent 架构,自动化渗透测试、漏洞发现、Bug Bounty
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low Risky intent
intent-offensive-securityreferences/kali-mcp-ecosystem.md:49Offensive-security / dual-use content (legitimate for authorised testing; review intended use)### 4. Pentest Swarm AI
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low Risky intent
intent-offensive-securityreferences/kali-mcp-ecosystem.md:51Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)- **安装**:`go install github.com/Armur-Ai/Pentest-Swarm-AI/cmd/pe…@….1.0`
quoted -
low Risky intent
intent-offensive-securityreferences/kali-mcp-ecosystem.md:52Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- **来源**:[Armur-Ai/Pentest-Swarm-AI](https://github.com/Armur-Ai/Pentest-Swarm-AI)
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low Risky intent
intent-offensive-securityreferences/kali-mcp-ecosystem.md:64Offensive-security / dual-use content (legitimate for authorised testing; review intended use)### 6. Pentest-Agent
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low Risky intent
intent-offensive-securityreferences/msf-protocol.md:32Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- `sleep 20`:给 reverse shell 留连接时间
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low Risky intent
intent-offensive-securityreferences/msf-protocol.md:103Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)把这套规则补到 `pentest-tools/SKILL.md` 或单独的 `pentest-tools/references/msf-protocol.md`,确保 AI 在生成 MSF 命令前先读到。
quoted -
low Dangerous commands
cmd-persistencereferences/network-attack-defense.md:118Persistence mechanism (cron / launchd / scheduled task / autorun registry) (documentation table row; documentation of a security skill)| 自动运行 | `reg query HKLM\SOFTWARE\Microsoft\Windows\CurrentVersion\Run` |
tablesecurity skill -
low Dangerous commands
cmd-persistencereferences/network-attack-defense.md:126Persistence mechanism (cron / launchd / scheduled task / autorun registry) (documentation table row; documentation of a security skill)| Cron 任务 | `cat /etc/crontab` + `ls -la /etc/cron.*` |
tablesecurity skill -
low Dangerous commands
cmd-persistencereferences/network-attack-defense.md:210Persistence mechanism (cron / launchd / scheduled task / autorun registry) (documentation table row; documentation of a security skill)| 计划任务 | `schtasks /create` |
tablesecurity skill -
low Dangerous commands
cmd-persistencereferences/network-attack-defense.md:222Persistence mechanism (cron / launchd / scheduled task / autorun registry) (documentation table row; documentation of a security skill)| Cron 任务 | `/etc/crontab`、`/var/spool/cron/` |
tablesecurity skill -
low Risky intent
intent-offensive-securityreferences/network-attack-defense.md:324Offensive-security / dual-use content (legitimate for authorised testing; review intended use)| Privilege Escalation | SUID、Potato、内核漏洞、DLL 劫持 |
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low Risky intent
intent-offensive-securityreferences/network-attack-defense.md:328Offensive-security / dual-use content (legitimate for authorised testing; review intended use)| Lateral Movement | PtH、WMI、SMB、RDP |
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low Risky intent
intent-offensive-securityreferences/nuclei-guide-2026.md:4Offensive-security / dual-use content (legitimate for authorised testing; review intended use)> 适用场景:漏洞扫描、自定义检测模板编写、Bug Bounty 自动化
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low Risky intent
intent-offensive-securityreferences/nuclei-guide-2026.md:116Offensive-security / dual-use content (legitimate for authorised testing; review intended use)### Pentest Swarm AI 集成
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low Risky intent
intent-offensive-securityreferences/nuclei-guide-2026.md:118Offensive-security / dual-use content (legitimate for authorised testing; review intended use)Pentest Swarm AI 原生集成 Nuclei,在 swarm 模式下:
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low Risky intent
intent-offensive-securityreferences/pentest-ai-agents-matrix.md:1Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)# pentest-ai-agents 覆盖矩阵
fixture -
low Risky intent
intent-offensive-securityreferences/pentest-ai-agents-matrix.md:6Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)> 参考自 [0xSteph/pentest-ai-agents](https://github.com/0xSteph/pentest-ai-agents)(1.3k stars,MIT)
fixture -
low Risky intent
intent-offensive-securityreferences/pentest-ai-agents-matrix.md:7Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)> 35 个 Claude Code 渗透子 agent 的能力映射。可作为我们 pentest-tools skill 的方法论参考。
fixture -
low Risky intent
intent-offensive-securityreferences/pentest-ai-agents-matrix.md:30Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (test fixture / example file)| engagement-planner | 渗透计划/ROE/ATT&CK 映射 | — | pentest-tools |
fixture -
low Risky intent
intent-offensive-securityreferences/pentest-ai-agents-matrix.md:31Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (detector / deny-list definition; test fixture / example file)| recon-advisor | 信息收集/目标优先级 | nmap, masscan, subfinder, httpx | pentest-tools |
detectorfixture -
low Risky intent
intent-offensive-securityreferences/recon-pipeline.md:1Offensive-security / dual-use content (legitimate for authorised testing; review intended use)# 授权侦察流水线(Bug Bounty / 渗透)
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low Risky intent
intent-offensive-securityreferences/recon-pipeline.md:3Offensive-security / dual-use content (legitimate for authorised testing; review intended use)> 来源启发:社区 bug bounty recon 管线(subfinder→httpx→katana→nuclei→ffuf 等)、claude-bug-bounty 类 /recon 流程
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low Dangerous commands
cmd-execpolicy-bypassreferences/recon-pipeline.md:19Runs PowerShell with execution policy bypassed (documentation of a security skill)powershell -NoProfile -ExecutionPolicy Bypass -File skills\scripts\case…ps1 `
security skill -
low Risky intent
intent-offensive-securityreferences/recon-pipeline.md:20Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)-Hint "web pentest app.example" -CaseName "demo-case" `
quoted -
low Dangerous commands
cmd-execpolicy-bypassreferences/recon-pipeline.md:123Runs PowerShell with execution policy bypassed (documentation of a security skill)powershell -NoProfile -ExecutionPolicy Bypass -File skills\scripts\appe…ps1 `
security skill -
low Risky intent
intent-offensive-securityreferences/recon-pipeline.md:143Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)深度漏洞类型 playbook → `pentest-tools/src-hunter/`。
quoted -
low Risky intent
intent-offensive-securityreferences/web-attack-cheatsheet.md:4Offensive-security / dual-use content (legitimate for authorised testing; review intended use)> 配合 pentest-tools 的 MCP 工具链使用。
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low Risky intent
intent-offensive-securityreferences/web-attack-cheatsheet.md:95Offensive-security / dual-use content (legitimate for authorised testing; review intended use)// Keylogger
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low Risky intent
intent-offensive-securitySKILL.md:2Offensive-security / dual-use content (legitimate for authorised testing; review intended use)name: pentest-tools
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low Risky intent
intent-offensive-securitySKILL.md:131Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)"pentest": {quoted -
low Dangerous commands
cmd-execpolicy-bypassSKILL.md:160Runs PowerShell with execution policy bypassed (documentation of a security skill)powershell -NoProfile -ExecutionPolicy Bypass -File skills\scripts\boot…ps1 -Capability reqable-mcp -McpHostTarget Codex
security skill -
low Risky intent
intent-offensive-securitySKILL.md:188Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)> **重要**:执行渗透测试时,必须按 `references/pentest-loop.md` 的自主循环框架运行。
quoted -
low Risky intent
intent-offensive-securitySKILL.md:283Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- [awesome-pentest](https://github.com/enaqx/awesome-pentest) — 25k+ stars 渗透工具大全
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low Risky intent
intent-offensive-securitySKILL.md:287Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- [pentest-ai-agents](https://github.com/0xSteph/pentest-ai-agents) — 35 个 Claude Code 渗透子 agent(参考其 prompt 模式)
Files scanned: 21. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- note
frontmatter-keyunknown frontmatter key "risk" - note
frontmatter-keyunknown frontmatter key "source" - note
frontmatter-keyunknown frontmatter key "source_repo" - note
frontmatter-keyunknown frontmatter key "source_type" - note
frontmatter-keyunknown frontmatter key "date_added" - note
frontmatter-keyunknown frontmatter key "license_source"
Process rating: all ten parameters 46/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (git, python) that frontmatter does not declare
- 100Steps. 63 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2311 tokens
- 100Running it twice. No mutating operations
- low 11 top-level sections: this looks like several domains in one skill
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -2localhost URLs: will not work for another user
- +2Single-language instructions
- +3Description length 147: enough signal without eating the budget
- +4Structure: 28 headings
- +3Step-by-step instructions: 63 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (7 of 15)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.