Dt Obs Services
Dynatrace/dynatrace-for-ai
Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go.
CTF 挑战中的源码审计方法。当发现 .git 目录、.bak/.zip 备份、/proc/self/environ 泄露源码时使用。与真实代码审计不同——CTF 源码中的漏洞是故意设置的，通常只有 1-2 个关键点。先找危险函数（sink），再追溯输入（source）到该函数的路径。覆盖 PHP/Python/Node.js/Java 四种语言的危险函数和漏洞模式
Install Ctf Source Audit
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wgpsec/AboutSecurity ctf-source-audit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ctf/ctf-source-audit .claude/skills/ctf-source-audit && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .claude/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-auditType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wgpsec/AboutSecurity ctf-source-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ctf/ctf-source-audit .agents/skills/ctf-source-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .agents/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wgpsec/AboutSecurity ctf-source-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ctf/ctf-source-audit .cursor/skills/ctf-source-audit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .cursor/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wgpsec/AboutSecurity.git --path skills/ctf/ctf-source-audit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wgpsec/AboutSecurity ctf-source-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ctf/ctf-source-audit .gemini/skills/ctf-source-audit && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .gemini/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wgpsec/AboutSecurity ctf-source-auditInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ctf/ctf-source-audit .github/skills/ctf-source-audit && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .github/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wgpsec/AboutSecurity ctf-source-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wgpsec/AboutSecurity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ctf/ctf-source-audit .opencode/skills/ctf-source-audit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ctf-source-audit" agent skill from https://github.com/wgpsec/AboutSecurity/tree/master/skills/ctf/ctf-source-audit into .opencode/skills/ctf-source-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ctf-source-audit", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ctf-source-audit- GitHub stars
- 1.8k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 192 words
- Files
- 4 (incl. references)
- Skills in repo
- 64
- Repo updated
- First seen
- Licence
- None found
At a glance
CTF 挑战中的源码审计方法。当发现 .git 目录、.bak/.zip 备份、/proc/self/environ 泄露源码时使用。与真实代码审计不同——CTF 源码中的漏洞是故意设置的，通常只有 1-2 个关键点。先找危险函数（sink），再追溯输入（source）到该函数的路径。覆盖 PHP/Python/Node.js/Java 四种语言的危险函数和漏洞模式
- Works in 6 steps: 快速识别语言和框架 → 审计流程 → PHP 常见漏洞模式 → …
- Tasks that involve Capture the flag
- SKILL.md covers ⛔ 深入参考（必读）, Phase 1: 快速识别语言和框架, Phase 2: 审计流程 and Phase 3: PHP 常见漏洞模式, plus 4 more sections
- Needs SECRET_KEY
What it does
Ctf Source Audit is an agent skill from wgpsec/AboutSecurity. CTF 挑战中的源码审计方法。当发现 .git 目录、.bak/.zip 备份、/proc/self/environ 泄露源码时使用。与真实代码审计不同——CTF 源码中的漏洞是故意设置的，通常只有 1-2 个关键点。先找危险函数（sink），再追溯输入（source）到该函数的路径。覆盖 PHP/Python/Node.js/Java 四种语言的危险函数和漏洞模式
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `evals/evals.json`, `evals/recall.json` and `references/dangerous-functions.md`).
It sits in Security, covering Capture the flag. It works with PHP, Java, Python and Node.js. The repository describes itself as: Everything for pentest. | 渗透测试知识库，以 AI Agent 可执行的格式沉淀安全方法论。
When your agent uses it
- Tasks that involve Capture the flag
Example prompts
- “/ctf-source-audit”
Requirements
- Python 3
- Node.js
- Docker
- A credential in SECRET_KEY
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 快速识别语言和框架
- 审计流程
- PHP 常见漏洞模式
- Python 常见漏洞模式
- Node.js 常见漏洞模式
- Java 常见漏洞模式
What it can do on your machine
Read from SKILL.md and the folder at commit db4573f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are php, python, javascript and java).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
SECRET_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ctf Source Audit loads about 1.4k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 192 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:129
# - config.py / .env 文件
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 192 words (~1,398 tokens).
- name
- ctf-source-audit
- metadata.tags
- ctf,source,audit,code review,源码审计,php,python,node,java,代码审计,SAST
- metadata.category
- ctf
Files
SKILL.md and 3 other files (references) in skills/ctf/ctf-source-audit of wgpsec/AboutSecurity.
- SKILL.md
- evals/evals.json
- evals/recall.json
- references/dangerous-functions.md
Open the folder on GitHubat commit db4573f
Compare with similar skills
Ctf Source Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ctf Source Audit this skillwgpsec/AboutSecurity | 1.8k | — | ~1.4k | Automated safety check: Notes | None | |
| Dt Obs ServicesDynatrace/dynatrace-for-ai | 161 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Sap Btp Business Application Studiosecondsky/sap-skills | 462 | — | ~2.7k | Automated safety check: Pass | GPL-3.0 | |
| Assess Migrationmendixlabs/mxcli | 128 | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| Detecting Insecure Deserializationjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| SDK Implementation Guidemacalbert/envilder | 138 | — | ~1.9k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Ctf Source Audit
What does Ctf Source Audit do?
CTF 挑战中的源码审计方法。当发现 .git 目录、.bak/.zip 备份、/proc/self/environ 泄露源码时使用。与真实代码审计不同——CTF 源码中的漏洞是故意设置的，通常只有 1-2 个关键点。先找危险函数（sink），再追溯输入（source）到该函数的路径。覆盖 PHP/Python/Node.js/Java 四种语言的危险函数和漏洞模式. Ctf Source Audit is an agent skill from wgpsec/AboutSecurity.
When should I use Ctf Source Audit?
Ctf Source Audit fits situations like: tasks that involve Capture the flag.
How do I install Ctf Source Audit in Claude Code?
Run `npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a claude-code`. Or copy the skill folder (skills/ctf/ctf-source-audit in wgpsec/AboutSecurity) into .claude/skills/ctf-source-audit in your project. Claude Code loads it when a task matches its description.
How do I install Ctf Source Audit in Codex?
Run `npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a codex`. Or copy the skill folder (skills/ctf/ctf-source-audit in wgpsec/AboutSecurity) into .agents/skills/ctf-source-audit in your project. Codex loads it when a task matches its description.
Can I use Ctf Source Audit in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wgpsec/AboutSecurity --skill ctf-source-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ctf-source-audit, .gemini/skills/ctf-source-audit, .github/skills/ctf-source-audit and .opencode/skills/ctf-source-audit in your project.
What does Ctf Source Audit need to run?
Going by SKILL.md and its folder, Ctf Source Audit needs credentials named SECRET_KEY. Our summary lists: Python 3; Node.js; Docker; A credential in SECRET_KEY.
Does Ctf Source Audit access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ctf Source Audit safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Ctf Source Audit use?
No licence was found for Ctf Source Audit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ctf Source Audit use?
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 667 tokens, read only when the agent opens those files.
What are the alternatives to Ctf Source Audit?
Skills that share tags, products or a category with Ctf Source Audit: Dt Obs Services (Dynatrace/dynatrace-for-ai, 161 stars), Sap Btp Business Application Studio (secondsky/sap-skills, 462 stars), Assess Migration (mendixlabs/mxcli, 128 stars) and Detecting Insecure Deserialization (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ctf Source Audit?
wgpsec (a GitHub organization) maintains it in wgpsec/AboutSecurity, which has 1,775 GitHub stars. The repository holds 64 skills in this directory. The repository was last updated on October 3, 2026.
Source: wgpsec/AboutSecurity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.