
source-code-scanning
Security-focused source code review and SAST. Scans for vulnerabilities (OWASP Top 10, CWE Top 25), CVEs in third-party dependencies/packages, hardcoded secrets, malicious code, and insecure patterns. Use when given source code, a repo path, or asked to "audit", "scan", "review" code security, or "check dependencies for CVEs".
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/transilienceai/communitytools --skill source-code-scanning- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads source-code-scanning automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Source Code Security Review
Quick Start
- Identify - languages, frameworks, package managers present
- Automated SAST - run tools appropriate to the stack
- Dependency CVEs - scan lockfiles/manifests for known CVEs
- Secrets scan - detect hardcoded credentials/tokens
- Manual review - trace high-risk sinks (exec, eval, query, deserialize)
- Malicious code - check for backdoors, obfuscation, suspicious network calls
- Report - findings with CWE/CVE refs, severity, PoC, remediation
Workflow
Phase 1: Enumerate
- Languages: ls **/*.{py,js,ts,java,go,rb,php,cs,rs}
- Packages: find package.json, requirements.txt, go.mod, pom.xml, Gemfile, composer.json, Cargo.toml
- Entry points: main(), index.*, app.*, server.*
- Config files: .env*, config.*, settings.*, *.yaml, *.toml
Phase 2: Automated SAST
See sast-tools.md for commands per language.
Key tools:
- Multi-language: Semgrep (
semgrep --config=auto .) - Python: Bandit (
bandit -r . -f json) - JavaScript/TS: ESLint security plugin, njsscan
- Java: SpotBugs + FindSecBugs
- Go: gosec (
gosec ./...) - PHP: PHPCS Security Audit
- Ruby: Brakeman (
brakeman -o report.json) - All: CodeQL (via
gh codeql)
Phase 3: Dependency CVE Scan
See dependency-cve-scanning.md for commands.
| Ecosystem | Command |
|---|---|
| npm/yarn | npm audit --json / yarn audit |
| Python | pip-audit -r requirements.txt |
| Java | dependency-check --scan . |
| Go | govulncheck ./... |
| Ruby | bundle audit |
| Generic | trivy fs . / grype dir:. |
Phase 4: Secrets Detection
See secrets-detection.md.
trufflehog filesystem . --json
gitleaks detect --source . -v
Phase 5: Manual Review
Focus on high-risk sinks — see manual-review.md:
- Injection sinks:
exec,eval,query,system,popen - Deserialization:
pickle.loads,ObjectInputStream,unserialize - Crypto: hardcoded keys, weak algorithms (MD5, SHA1, DES, ECB)
- Auth: JWT validation, session management, RBAC enforcement
- File ops: path construction with user input
Phase 6: Malicious Code
See malicious-code.md:
- Obfuscated strings (base64, hex, charCode)
- Unexpected network calls in library code
- Typosquatting indicators
- Postinstall/lifecycle script abuse
- Hidden backdoors in dependencies
Language-Specific Patterns
See language-patterns.md for Python, JS, Java, Go, PHP, Ruby.
Severity Mapping
| Severity | CVSS | Examples |
|---|---|---|
| Critical | 9.0+ | RCE, SQLi with exfil, auth bypass |
| High | 7.0-8.9 | Stored XSS, SSRF, insecure deserialization |
| Medium | 4.0-6.9 | Reflected XSS, info disclosure, IDOR |
| Low | 0.1-3.9 | Missing headers, verbose errors |
Output Format
findings/
<severity>-<vuln-type>-<location>.md # One file per finding
evidence/
<tool>-output.json # Raw tool output
summary-report.md # Executive summary
Each finding: CWE/CVE ID | File:Line | Severity | PoC | Remediation
Mobile App Analysis (APK/IPA)
When given a mobile app binary:
- Extract:
unzip app.apk -d extracted/(APKs are ZIP archives) - Identify framework: React Native (
assets/index.android.bundle), Flutter (libflutter.so), Xamarin, or native - React Native: JS bundle is plaintext — search for secrets, API keys, config objects, hardcoded tokens
- Encoded secrets: Search for base64 prefixes of known flag/secret formats (e.g.,
RkxBR= base64 ofFLAG). Config objects often store secrets as base64 indebug,secret,apiKeyfields - Native: Use
jadxfor Java/Kotlin decompilation, checkAndroidManifest.xml,strings.xml,BuildConfig - Shared libs: Check
.sofiles withstringsfor hardcoded credentials
Critical Rules
- Never execute untrusted code during review
- Treat all findings as potential until verified
- Always cross-reference CVEs against actual version in use
- Report supply chain issues separately (they affect all users)
FAQ
What does the source-code-scanning skill do?
Security-focused source code review and SAST. Scans for vulnerabilities (OWASP Top 10, CWE Top 25), CVEs in third-party dependencies/packages, hardcoded secrets, malicious code, and insecure patterns. Use when given source code, a repo path, or asked to "audit", "scan", "review" code security, or "check dependencies for CVEs".
How do I install source-code-scanning?
Run npx skills add https://github.com/transilienceai/communitytools --skill source-code-scanning in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/source-code-scanning/ (personal) or .claude/skills/source-code-scanning/ (project).
Which AI agents can use source-code-scanning?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is source-code-scanning safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains source-code-scanning?
It is published by transilienceai in transilienceai/communitytools. It has 202 recorded installs.
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