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security-review

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by sentry · part of getsentry/skills

Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP…

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🧩 One of 7 skills in the getsentry/skills package — works on its own, and pairs well with its siblings.

Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP…

Inspect the full instructions your agent will receiveExpand

This is the exact playbook injected into your agent when the skill activates — shown here so you can audit it before installing. You don't need to read it to use the skill.

by sentry

Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP… npx skills add https://github.com/getsentry/sentry-skills --skill security-review Download ZIPGitHub844

Security Review Skill

Identify exploitable security vulnerabilities in code. Report only HIGH CONFIDENCE findings—clear vulnerable patterns with attacker-controlled input.

Scope: Research vs. Reporting

CRITICAL DISTINCTION:

  • Report on: Only the specific file, diff, or code provided by the user

  • Research: The ENTIRE codebase to build confidence before reporting

Before flagging any issue, you MUST research the codebase to understand:

  • Where does this input actually come from? (Trace data flow)

  • Is there validation/sanitization elsewhere?

  • How is this configured? (Check settings, config files, middleware)

  • What framework protections exist?

Do NOT report issues based solely on pattern matching. Investigate first, then report only what you're confident is exploitable.

Confidence Levels

Level Criteria Action HIGH Vulnerable pattern + attacker-controlled input confirmed Report with severity MEDIUM Vulnerable pattern, input source unclear Note as "Needs verification" LOW Theoretical, best practice, defense-in-depth Do not report

Do Not Flag

General Rules

  • Test files (unless explicitly reviewing test security)

  • Dead code, commented code, documentation strings

  • Patterns using constants or server-controlled configuration

  • Code paths that require prior authentication to reach (note the auth requirement instead)

Server-Controlled Values (NOT Attacker-Controlled)

These are configured by operators, not controlled by attackers:

Source Example Why It's Safe Django settings settings.API_URL, settings.ALLOWED_HOSTS Set via config/env at deployment Environment variables os.environ.get('DATABASE_URL') Deployment configuration Config files config.yaml, app.config['KEY'] Server-side files Framework constants django.conf.settings.* Not user-modifiable Hardcoded values BASE_URL = "https://api.internal" Compile-time constants

SSRF Example - NOT a vulnerability:

Copy & paste — that's it
# SAFE: URL comes from Django settings (server-controlled)
response = requests.get(f"{settings.SEER_AUTOFIX_URL}{path}")

SSRF Example - IS a vulnerability:

Copy & paste — that's it
# VULNERABLE: URL comes from request (attacker-controlled)
response = requests.get(request.GET.get('url'))

Framework-Mitigated Patterns

Check language guides before flagging. Common false positives:

Pattern Why It's Usually Safe Django {{ variable }} Auto-escaped by default React {variable} Auto-escaped by default Vue {{ variable }} Auto-escaped by default User.objects.filter(id=input) ORM parameterizes queries cursor.execute("...%s", (input,)) Parameterized query innerHTML = "<b>Loading...</b>" Constant string, no user input

Only flag these when:

  • Django: {{ var|safe }}, {% autoescape off %}, mark_safe(user_input)

  • React: dangerouslySetInnerHTML={{__html: userInput}}

  • Vue: v-html="userInput"

  • ORM: .raw(), .extra(), RawSQL() with string interpolation

Review Process

1. Detect Context

What type of code am I reviewing?

Code Type Load These References API endpoints, routes authorization.md, authentication.md, injection.md Frontend, templates xss.md, csrf.md File handling, uploads file-security.md Crypto, secrets, tokens cryptography.md, data-protection.md Data serialization deserialization.md External requests ssrf.md Business workflows business-logic.md GraphQL, REST design api-security.md Config, headers, CORS misconfiguration.md CI/CD, dependencies supply-chain.md Error handling error-handling.md Audit, logging logging.md

2. Load Language Guide

Based on file extension or imports:

Indicators Guide .py, django, flask, fastapi languages/python.md .js, .ts, express, react, vue, next languages/javascript.md .go, go.mod languages/go.md .rs, Cargo.toml languages/rust.md .java, spring, @Controller languages/java.md

3. Load Infrastructure Guide (if applicable)

File Type Guide Dockerfile, .dockerignore infrastructure/docker.md K8s manifests, Helm charts infrastructure/kubernetes.md .tf, Terraform infrastructure/terraform.md GitHub Actions, .gitlab-ci.yml infrastructure/ci-cd.md AWS/GCP/Azure configs, IAM infrastructure/cloud.md

4. Research Before Flagging

For each potential issue, research the codebase to build confidence:

  • Where does this value actually come from? Trace the data flow.

  • Is it configured at deployment (settings, env vars) or from user input?

  • Is there validation, sanitization, or allowlisting elsewhere?

  • What framework protections apply?

Only report issues where you have HIGH confidence after understanding the broader context.

5. Verify Exploitability

For each potential finding, confirm:

Is the input attacker-controlled?

Attacker-Controlled (Investigate) Server-Controlled (Usually Safe) request.GET, request.POST, request.args settings.X, app.config['X'] request.json, request.data, request.body os.environ.get('X') request.headers (most headers) Hardcoded constants request.cookies (unsigned) Internal service URLs from config URL path segments: /users/<id>/ Database content from admin/system File uploads (content and names) Signed session data Database content from other users Framework settings WebSocket messages

Does the framework mitigate this?

  • Check language guide for auto-escaping, parameterization

  • Check for middleware/decorators that sanitize

Is there validation upstream?

  • Input validation before this code

  • Sanitization libraries (DOMPurify, bleach, etc.)

6. Report HIGH Confidence Only

Skip theoretical issues. Report only what you've confirmed is exploitable after research.

Severity Classification

Severity Impact Examples Critical Direct exploit, severe impact, no auth required RCE, SQL injection to data, auth bypass, hardcoded secrets High Exploitable with conditions, significant impact Stored XSS, SSRF to metadata, IDOR to sensitive data Medium Specific conditions required, moderate impact Reflected XSS, CSRF on state-changing actions, path traversal Low Defense-in-depth, minimal direct impact Missing headers, verbose errors, weak algorithms in non-critical context

Quick Patterns Reference

Always Flag (Critical)

Copy & paste — that's it
eval(user_input) # Any language
exec(user_input) # Any language
pickle.loads(user_data) # Python
yaml.load(user_data) # Python (not safe_load)
unserialize($user_data) # PHP
deserialize(user_data) # Java ObjectInputStream
shell=True + user_input # Python subprocess
child_process.exec(user) # Node.js

Always Flag (High)

Copy & paste — that's it
innerHTML = userInput # DOM XSS
dangerouslySetInnerHTML={user} # React XSS
v-html="userInput" # Vue XSS
f"SELECT * FROM x WHERE {user}" # SQL injection
`SELECT * FROM x WHERE ${user}` # SQL injection
os.system(f"cmd {user_input}") # Command injection

Always Flag (Secrets)

Copy & paste — that's it
password = "hardcoded"
api_key = "sk-..."
AWS_SECRET_ACCESS_KEY = "..."
private_key = "-----BEGIN"

Check Context First (MUST Investigate Before Flagging)

Copy & paste — that's it
# SSRF - ONLY if URL is from user input, NOT from settings/config
requests.get(request.GET['url']) # FLAG: User-controlled URL
requests.get(settings.API_URL) # SAFE: Server-controlled config
requests.get(f"{settings.BASE}/{x}") # CHECK: Is 'x' user input?

# Path traversal - ONLY if path is from user input
open(request.GET['file']) # FLAG: User-controlled path
open(settings.LOG_PATH) # SAFE: Server-controlled config
open(f"{BASE_DIR}/{filename}") # CHECK: Is 'filename' user input?

# Open redirect - ONLY if URL is from user input
redirect(request.GET['next']) # FLAG: User-controlled redirect
redirect(settings.LOGIN_URL) # SAFE: Server-controlled config

# Weak crypto - ONLY if used for security purposes
hashlib.md5(file_content) # SAFE: File checksums, caching
hashlib.md5(password) # FLAG: Password hashing
random.random() # SAFE: Non-security uses (UI, sampling)
random.random() for token # FLAG: Security tokens need secrets module

Output Format

Copy & paste — that's it

## Security Review: [File/Component Name]

### Summary
- **Findings**: X (Y Critical, Z High, ...)
- **Risk Level**: Critical/High/Medium/Low
- **Confidence**: High/Mixed

### Findings

#### [VULN-001] [Vulnerability Type] (Severity)
- **Location**: `file.py:123`
- **Confidence**: High
- **Issue**: [What the vulnerability is]
- **Impact**: [What an attacker could do]
- **Evidence**:
 ```python
 [Vulnerable code snippet]
  • Fix: [How to remediate]

Needs Verification

[VERIFY-001] [Potential Issue]

  • Location: file.py:456

  • Question: [What needs to be verified]

Copy & paste — that's it

If no vulnerabilities found, state: "No high-confidence vulnerabilities identified."

---

## Reference Files

### Core Vulnerabilities (`references/`)
| File | Covers |
|------|--------|
| `injection.md` | SQL, NoSQL, OS command, LDAP, template injection |
| `xss.md` | Reflected, stored, DOM-based XSS |
| `authorization.md` | Authorization, IDOR, privilege escalation |
| `authentication.md` | Sessions, credentials, password storage |
| `cryptography.md` | Algorithms, key management, randomness |
| `deserialization.md` | Pickle, YAML, Java, PHP deserialization |
| `file-security.md` | Path traversal, uploads, XXE |
| `ssrf.md` | Server-side request forgery |
| `csrf.md` | Cross-site request forgery |
| `data-protection.md` | Secrets exposure, PII, logging |
| `api-security.md` | REST, GraphQL, mass assignment |
| `business-logic.md` | Race conditions, workflow bypass |
| `modern-threats.md` | Prototype pollution, LLM injection, WebSocket |
| `misconfiguration.md` | Headers, CORS, debug mode, defaults |
| `error-handling.md` | Fail-open, information disclosure |
| `supply-chain.md` | Dependencies, build security |
| `logging.md` | Audit failures, log injection |

### Language Guides (`languages/`)
- `python.md` - Django, Flask, FastAPI patterns
- `javascript.md` - Node, Express, React, Vue, Next.js
- `go.md` - Go-specific security patterns
- `rust.md` - Rust unsafe blocks, FFI security
- `java.md` - Spring, Java EE patterns

### Infrastructure (`infrastructure/`)
- `docker.md` - Container security
- `kubernetes.md` - K8s RBAC, secrets, policies
- `terraform.md` - IaC security
- `ci-cd.md` - Pipeline security
- `cloud.md` - AWS/GCP/Azure security