Semgrep
vigolium/piolium
Run Semgrep static analysis scan on a codebase using parallel subagents.
Security vulnerability detection and variant analysis skill.
$ npx skills add sendaifun/skills --skill vulnhunter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sendaifun/skills vulnhunter --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/sendaifun/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/vulnhunter .claude/skills/vulnhunter && 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 "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .claude/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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/sendaifun/skills/tree/main/skills/vulnhunterType 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 sendaifun/skills --skill vulnhunter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sendaifun/skills vulnhunter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sendaifun/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/vulnhunter .agents/skills/vulnhunter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .agents/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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 sendaifun/skills --skill vulnhunter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sendaifun/skills vulnhunter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sendaifun/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/vulnhunter .cursor/skills/vulnhunter && 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 "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .cursor/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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/sendaifun/skills.git --path skills/vulnhunter--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 sendaifun/skills --skill vulnhunter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sendaifun/skills vulnhunter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sendaifun/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/vulnhunter .gemini/skills/vulnhunter && 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 "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .gemini/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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 sendaifun/skills vulnhunterInstalls 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 sendaifun/skills --skill vulnhunter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sendaifun/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/vulnhunter .github/skills/vulnhunter && 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 "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .github/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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 sendaifun/skills --skill vulnhunter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sendaifun/skills vulnhunter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sendaifun/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/vulnhunter .opencode/skills/vulnhunter && 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 "vulnhunter" agent skill from https://github.com/sendaifun/skills/tree/main/skills/vulnhunter into .opencode/skills/vulnhunter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vulnhunter", 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.
vulnhunterSecurity vulnerability detection and variant analysis skill.
Vulnhunter is an agent skill from sendaifun/skills. Security vulnerability detection and variant analysis skill. Use when hunting for dangerous APIs, footgun patterns, error-prone configurations, and vulnerability variants across codebases. Combines sharp edges detection with variant hunting methodology.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files (for example `docs/methodology.md`, `examples/smart-contracts/reentrancy-hunt.md` and `examples/web-apps/sql-injection-hunt.md`).
It sits in Security, covering Static analysis and SAST. The repository describes itself as: a public marketplace of all solana-related skills for agents to learn from! The licence is Apache-2.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 06b36b8. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are c, javascript, python, rust, solidity, bash, markdown, yaml and ql).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Vulnhunter loads about 2.3k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 502 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.
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.
The full file from sendaifun/skills at commit 06b36b8, republished under its Apache-2.0 licence (© sendaifun). 502 words, ~2,277 tokens.
.claude/skills/vulnhunter/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.A comprehensive security audit skill for identifying dangerous APIs, footgun patterns, error-prone configurations, and hunting for vulnerability variants across codebases. Inspired by Trail of Bits' sharp-edges and variant-analysis methodologies.
VulnHunter combines two powerful security analysis techniques:
Activate this skill when:
Look for configurations that are insecure by default:
- CORS: Access-Control-Allow-Origin: *
- Debug modes enabled in production
- Default credentials or API keys
- Permissive file permissions (777, 666)
- SSL/TLS verification disabled
- Insecure deserialization settingsMemory Safety:
// Dangerous: No bounds checking
strcpy(), strcat(), sprintf(), gets()
memcpy() without size validation
// Safer alternatives
strncpy(), strncat(), snprintf(), fgets()
memcpy_s() with explicit sizeCryptography Footguns:
- ECB mode encryption
- MD5/SHA1 for security purposes
- Hardcoded IVs or salts
- Custom crypto implementations
- Random without CSPRNG (Math.random for tokens)Concurrency Issues:
- Race conditions in file operations
- Time-of-check to time-of-use (TOCTOU)
- Double-checked locking anti-patterns
- Non-atomic increment/decrement operationsJavaScript/TypeScript:
// Dangerous patterns
eval(), new Function(), setTimeout(string)
innerHTML, outerHTML, document.write()
Object.assign() for deep clone (shallow only!)
== instead of === (type coercion)Python:
# Dangerous patterns
pickle.loads(untrusted) # RCE vector
yaml.load(untrusted) # Use safe_load
exec(), eval()
os.system(), subprocess with shell=TrueRust:
// Patterns requiring extra scrutiny
unsafe { }
.unwrap() in production code
mem::transmute()
raw pointer dereferenceSolidity/Smart Contracts:
// High-risk patterns
tx.origin for authentication // Phishing vulnerable
delegatecall to untrusted // Storage collision
selfdestruct // Permanent destruction
block.timestamp for randomness // Miner manipulableWhen reviewing code, systematically check for:
Original bug: User input flows to SQL query without sanitization
Pattern: [user_input] -> [sink_function] without [validation_function]
Search for:
- Direct database calls with string concatenation
- ORM raw query methods with user parameters
- Similar data flows in adjacent modulesOriginal bug: Endpoint missing auth middleware
Pattern: Route definition without auth decorator/middleware
Search for:
- Routes defined after the vulnerable one
- Similar API patterns in other modules
- Admin/internal endpointsOriginal bug: Check-then-act without atomicity
Pattern: if (check_condition()) { act_on_condition() }
Search for:
- File existence checks followed by file operations
- Permission checks followed by privileged actions
- Balance checks followed by transfers# Find potential SQL injection
grep -rn "execute.*%s" --include="*.py"
grep -rn "query.*\+" --include="*.js"
# Find dangerous deserialize
grep -rn "pickle.loads\|yaml.load\|eval(" --include="*.py"
# Find command injection vectors
grep -rn "os.system\|subprocess.*shell=True" --include="*.py"For more precise matching, use AST-based tools:
## Variant Analysis Report
### Original Finding
- **ID**: FINDING-001
- **Severity**: High
- **Root Cause**: [Description]
- **Affected File**: path/to/file.ext:line
### Pattern Extracted
[Code pattern or regex]
### Variants Discovered
| # | Location | Severity | Status | Notes |
|---|----------|----------|--------|-------|
| 1 | file.ext:42 | High | Confirmed | Same root cause |
| 2 | other.ext:100 | Medium | Suspected | Needs validation |
### Recommendations
[Systematic fix approach]# Example: Detect SQL injection in Python
rules:
- id: sql-injection-format
patterns:
- pattern: $CURSOR.execute($QUERY % ...)
message: "Potential SQL injection via string formatting"
severity: ERROR
languages: [python]// Find tainted data flowing to dangerous sinks
import python
import semmle.python.dataflow.TaintTracking
from DataFlow::PathNode source, DataFlow::PathNode sink
where TaintTracking::localTaint(source.getNode(), sink.getNode())
and sink.getNode().asExpr().(Call).getTarget().getName() = "execute"
select sink, source, sink, "Tainted input reaches SQL execution"See the /examples folder for:
resources/sharp-edges-catalog.md - Comprehensive catalog of dangerous patternsresources/variant-patterns.md - Common vulnerability pattern templatestemplates/variant-report.md - Report template for variant analysisvulnhunter/
├── SKILL.md # This file
├── resources/
│ ├── sharp-edges-catalog.md # Categorized dangerous patterns
│ └── variant-patterns.md # Vulnerability pattern templates
├── examples/
│ ├── smart-contracts/ # Solidity/blockchain examples
│ ├── web-apps/ # Web application examples
│ └── native-code/ # C/C++/Rust examples
├── templates/
│ └── variant-report.md # Analysis report template
└── docs/
└── methodology.md # Detailed methodology guide© sendaifun, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files in skills/vulnhunter of sendaifun/skills.
Open the folder on GitHubat commit 06b36b8
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sendaifun/skills, which our catalogue first saw on October 7, 2026.
Vulnhunter 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 |
|---|---|---|---|---|---|---|
| Vulnhunter this skillsendaifun/skills | 130 | 1 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Semgrepvigolium/piolium | 140 | 1 repos | ~2.4k | Automated safety check: Notes | MIT | |
| C To AstNarwhal-Lab/MagicSkills | 316 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Semgrep Security Scantrailofbits/skills | 7.5k | — | ~3.7k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| LLM Sast ScannerSunWeb3Sec/llm-sast-scanner | 288 | — | ~6.2k | Automated safety check: Pass | None | |
| Sast SemgrepAgentSecOps/SecOpsAgentKit | 220 | 2 repos | ~2.4k | Automated safety check: Pass | Custom licence |
vigolium/piolium
Run Semgrep static analysis scan on a codebase using parallel subagents.
Narwhal-Lab/MagicSkills
Parse C source code into an Abstract Syntax Tree (AST). An agent skill from Narwhal-Lab/MagicSkills.
trailofbits/skills
Detects languages, proposes rulesets for approval, then runs the approved Semgrep scan across a codebase and merges the output into one SARIF file.
SunWeb3Sec/llm-sast-scanner
General-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis.
AgentSecOps/SecOpsAgentKit
Static application security testing (SAST) using Semgrep for vulnerability detection, security code review, and secure coding guidance with OWASP and CWE framework mapping.
Automattic/agent-skills
A skill your agent uses when configuring, running, or fixing PHPStan static analysis in WordPress projects (plugins/themes/sites): phpstan.neon setup, baselines, WordPress-specific typing, and…
sendaifun/skills
Breaks a shared video or GIF down frame by frame to recreate its motion as working code instead of guessing the timing by eye.
sendaifun/skills
Builds and debugs Arcium encrypted computation apps on Solana: Arcis circuits, Anchor orchestration, encrypted inputs and the init, queue and callback flow.
sendaifun/skills
Complete CoinGecko Solana API integration for token prices, DEX pool data, OHLCV charts, trades, and market analytics.
sendaifun/skills
Integrates Phantom wallet connection, social login, and transaction signing into React, React Native, or vanilla JS apps on Solana.
sendaifun/skills
Comprehensive guidance for integrating Jupiter APIs (Ultra Swap, Lend, Perps, Trigger, Recurring, Tokens, Price, Portfolio, Prediction Markets, Send, Studio, Lock, Routing).
sendaifun/skills
Comprehensive guide for building high-performance Solana programs using Pinocchio - the zero-dependency, zero-copy framework.
Categories
Security vulnerability detection and variant analysis skill. Vulnhunter is an agent skill from sendaifun/skills. Security vulnerability detection and variant analysis skill.
Vulnhunter fits situations like: hunting for dangerous APIs; footgun patterns; error-prone configurations; vulnerability variants across codebases.
Run `npx skills add sendaifun/skills --skill vulnhunter -a claude-code`. Or copy the skill folder (skills/vulnhunter in sendaifun/skills) into .claude/skills/vulnhunter in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sendaifun/skills --skill vulnhunter -a codex`. Or copy the skill folder (skills/vulnhunter in sendaifun/skills) into .agents/skills/vulnhunter in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sendaifun/skills --skill vulnhunter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vulnhunter, .gemini/skills/vulnhunter, .github/skills/vulnhunter and .opencode/skills/vulnhunter in your project.
SKILL.md names no scripts, command-line tools or credentials: Vulnhunter is instructions for the agent only. Our summary lists: Python 3.
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.
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.
Vulnhunter is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Vulnhunter: Semgrep (vigolium/piolium, 140 stars), C To Ast (Narwhal-Lab/MagicSkills, 316 stars), Semgrep Security Scan (trailofbits/skills, 7.5k stars) and LLM Sast Scanner (SunWeb3Sec/llm-sast-scanner, 288 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
sendaifun (a GitHub organization) maintains it in sendaifun/skills, which has 130 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on July 31, 2026.
Source: sendaifun/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.