Codexqa Code Analyzer
openqa-cn/codexqa
Queries a local CodexQA symbol graph for change review, regression scope, test gaps, error location, and entry risk.
General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis.
Install LLM Sast Scanner
$ npx skills add SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SunWeb3Sec/llm-sast-scanner llm-sast-scanner --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/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .claude/skills && cp -r skills-src/llm-sast-scanner .claude/skills/llm-sast-scanner && 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 "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .claude/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scannerType 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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SunWeb3Sec/llm-sast-scanner llm-sast-scanner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .agents/skills && cp -r skills-src/llm-sast-scanner .agents/skills/llm-sast-scanner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .agents/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SunWeb3Sec/llm-sast-scanner llm-sast-scanner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/llm-sast-scanner .cursor/skills/llm-sast-scanner && 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 "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .cursor/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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/SunWeb3Sec/llm-sast-scanner.git --path llm-sast-scanner--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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SunWeb3Sec/llm-sast-scanner llm-sast-scanner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/llm-sast-scanner .gemini/skills/llm-sast-scanner && 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 "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .gemini/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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 SunWeb3Sec/llm-sast-scanner llm-sast-scannerInstalls 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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .github/skills && cp -r skills-src/llm-sast-scanner .github/skills/llm-sast-scanner && 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 "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .github/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SunWeb3Sec/llm-sast-scanner llm-sast-scanner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SunWeb3Sec/llm-sast-scanner.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/llm-sast-scanner .opencode/skills/llm-sast-scanner && 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 "llm-sast-scanner" agent skill from https://github.com/SunWeb3Sec/llm-sast-scanner/tree/main/llm-sast-scanner into .opencode/skills/llm-sast-scanner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llm-sast-scanner", 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
llm-sast-scanner- GitHub stars
- 286
- Token cost
- ~6.2k tokens
- SKILL.md length
- 2,552 words
- Files
- 35 (incl. references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis.
- Works in 6 steps: Understand Scope → Load Relevant References → Analyze Code — Bidirectional Taint… → …
- The user asks to: analyze code for vulnerabilities
- SKILL.md covers Purpose, Scope, Workflow and Key Principles
- Calls bash
What it does
LLM Sast Scanner is an agent skill from SunWeb3Sec/llm-sast-scanner. General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis. Trigger when the user asks to: "analyze code for vulnerabilities", "review code security", "find security bugs", "do a SAST scan", "check for [vulnerability type] in code", "audit source code", or requests a security code review of any language or framework. Covers 34 vulnerability classes across web, API, auth, mobile, and logic layers.
Its SKILL.md is about 6.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 35 other files, including reference files (for example `references/arbitrary_file_upload.md`, `references/authentication_jwt.md` and `references/brute_force.md`).
It sits in Security, covering Static analysis and SAST and Code review. The repository describes itself as: A SAST skill that gives AI coding agents structured vulnerability detection across 34 vulnerability classes.
When your agent uses it
- The user asks to: analyze code for vulnerabilities
- Review code security
- Find security bugs
- Check for [vulnerability type] in code
Example prompts
- “analyze code for vulnerabilities”
- “review code security”
- “find security bugs”
- “/llm-sast-scanner”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Understand Scope
- Load Relevant References
- Analyze Code — Bidirectional Taint Tracking
- Business Logic & Auth Analysis
- Judge — Validity Re-Verification
- Report Findings
What it can do on your machine
Read from SKILL.md and the folder at commit fedaf6a. 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
Shell commands in SKILL.md call:
bash
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
LLM Sast Scanner loads about 6.2k tokens when it runs, and up to ~95k if it reads all its reference files. Until then it costs about 114 tokens; SKILL.md has 2,552 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 passed
The automated check found no risky patterns in SKILL.md.
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 2,552 words (~6,220 tokens).
“Systematically analyze source code for security vulnerabilities using structured Source→Sink taint tracking, pattern matching, and vulnerability-class-specific detection heuristics. Produce actionable findings with severity ratings, affected code locations (file + line number), and remediation guidance.”
- name
- llm-sast-scanner
- metadata.version
- 1.4.0
- metadata.domain
- application-security
- metadata.references
- 34 vulnerability knowledge bases
Files
SKILL.md and 34 other files (references) in llm-sast-scanner of SunWeb3Sec/llm-sast-scanner.
- SKILL.md
- references/arbitrary_file_upload.md
- references/authentication_jwt.md
- references/brute_force.md
- references/business_logic.md
- references/csrf.md
- references/cve_patterns.md
- references/default_credentials.md
- references/denial_of_service.md
- references/expression_language_injection.md
- references/graphql_injection.md
- references/http_method_tamper.md
- references/idor.md
- references/information_disclosure.md
- references/insecure_cookie.md
- references/insecure_deserialization.md
- references/jndi_injection.md
- references/mobile_security.md
- references/nosql_injection.md
- references/open_redirect.md
- … and 15 more
Open the folder on GitHubat commit fedaf6a
Compare with similar skills
LLM Sast Scanner 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 |
|---|---|---|---|---|---|---|
| LLM Sast Scanner this skillSunWeb3Sec/llm-sast-scanner | 286 | — | ~6.2k | Automated safety check: Pass | None | |
| Codexqa Code Analyzeropenqa-cn/codexqa | 152 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Audit Integritygithub/awesome-copilot | 40k | — | ~1k | Automated safety check: Pass | MIT | |
| Trailmark Graph Evolutiontrailofbits/skills | 7.4k | — | ~3.4k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Source Code Scanningtransilienceai/communitytools | 562 | — | ~1.2k | Automated safety check: Notes | MIT | |
| Secure Code ReviewHack23/cia | 239 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Audit Integrity
github/awesome-copilot
Enforce output quality, evidence verification, and quality gates across security audits.
- Official
Trailmark Graph Evolution
trailofbits/skills
Compares Trailmark code graphs at two snapshots, such as commits, tags or directories, to surface attack paths, blast radius and taint changes that text diffs miss.
Source Code Scanning
transilienceai/communitytools
Security-focused source code review and SAST. An agent skill from transilienceai/communitytools.
Secure Code Review
Hack23/cia
Conduct comprehensive security code reviews using OWASP Top 10, SAST/DAST patterns, and Hack23 ISMS secure development policy
Codexqa Code Wiki
openqa-cn/codexqa
Builds a local architecture wiki for a repository from the CodexQA symbol graph (no model needed): modules, who calls whom and how often, reading paths, and one self-contained HTML page.
Related
Categories
Questions about LLM Sast Scanner
What does LLM Sast Scanner do?
General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis. LLM Sast Scanner is an agent skill from SunWeb3Sec/llm-sast-scanner. General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis.
When should I use LLM Sast Scanner?
LLM Sast Scanner fits situations like: the user asks to: analyze code for vulnerabilities; review code security; find security bugs; check for [vulnerability type] in code.
How do I install LLM Sast Scanner in Claude Code?
Run `npx skills add SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a claude-code`. Or copy the skill folder (llm-sast-scanner in SunWeb3Sec/llm-sast-scanner) into .claude/skills/llm-sast-scanner in your project. Claude Code loads it when a task matches its description.
How do I install LLM Sast Scanner in Codex?
Run `npx skills add SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a codex`. Or copy the skill folder (llm-sast-scanner in SunWeb3Sec/llm-sast-scanner) into .agents/skills/llm-sast-scanner in your project. Codex loads it when a task matches its description.
Can I use LLM Sast Scanner 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 SunWeb3Sec/llm-sast-scanner --skill llm-sast-scanner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llm-sast-scanner, .gemini/skills/llm-sast-scanner, .github/skills/llm-sast-scanner and .opencode/skills/llm-sast-scanner in your project.
What does LLM Sast Scanner need to run?
Going by SKILL.md and its folder, LLM Sast Scanner needs the command-line tools its instructions call (bash).
Does LLM Sast Scanner 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 LLM Sast Scanner safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does LLM Sast Scanner use?
No licence was found for LLM Sast Scanner or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does LLM Sast Scanner use?
About 6.2k tokens (SKILL.md is roughly 25k 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 89k tokens, read only when the agent opens those files.
What are the alternatives to LLM Sast Scanner?
Skills that share tags, products or a category with LLM Sast Scanner: Codexqa Code Analyzer (openqa-cn/codexqa, 152 stars), Audit Integrity (github/awesome-copilot, 40k stars), Trailmark Graph Evolution (trailofbits/skills, 7.4k stars) and Source Code Scanning (transilienceai/communitytools, 562 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains LLM Sast Scanner?
SunWeb3Sec (a GitHub user) maintains it in SunWeb3Sec/llm-sast-scanner, which has 286 GitHub stars. The repository was last updated on August 22, 2026.
Source: SunWeb3Sec/llm-sast-scanner on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.