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npx skills add getsentry/skills --skill security-review -a claude-code -yIdentify exploitable security vulnerabilities in code. Report only HIGH CONFIDENCE findings—clear vulnerable patterns with attacker-controlled input.
CRITICAL DISTINCTION:
Before flagging any issue, you MUST research the codebase to understand:
Do NOT report issues based solely on pattern matching. Investigate first, then report only what you're confident is exploitable.
| 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 |
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:
# SAFE: URL comes from Django settings (server-controlled)
response = requests.get(f"{settings.SEER_AUTOFIX_URL}{path}")
SSRF Example - IS a vulnerability:
# VULNERABLE: URL comes from request (attacker-controlled)
response = requests.get(request.GET.get('url'))
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:
{{ var|safe }}, {% autoescape off %}, mark_safe(user_input)dangerouslySetInnerHTML={{__html: userInput}}v-html="userInput".raw(), .extra(), RawSQL() with string interpolationWhat type of code am I reviewing?
| Code Type | Load These References |
|---|---|
| API endpoints, routes | authorization.md, authentication.md, injection.md |
| Django/DRF views, permission classes, object-level access | Use the django-access-review skill if available for access control; otherwise authorization.md |
| Frontend, templates | xss.md, csrf.md, modern-threats.md (DOM clobbering, prototype pollution) |
| 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 |
Object merging/cloning, __proto__, DOM id/name lookups, WebSocket handlers, LLM prompt construction | modern-threats.md |
Based on file extension or imports:
| Indicators | Guide |
|---|---|
.py, django, flask, fastapi | languages/python.md |
.js, .ts, express, react, vue, next | languages/javascript.md |
For other languages there is no dedicated guide; rely on the references/ files and verify framework protections directly in the codebase.
| File Type | Guide |
|---|---|
Dockerfile, .dockerignore | infrastructure/docker.md |
| GitHub Actions workflows | Use the gha-security-review skill if available; otherwise references/supply-chain.md |
| Other CI/CD pipelines, lockfiles, package manifests | references/supply-chain.md |
For each potential issue, research the codebase to build confidence:
Only report issues where you have HIGH confidence after understanding the broader context.
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?
Is there validation upstream?
Skip theoretical issues. Report only what you've confirmed is exploitable after research.
| 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 |
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
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
password = "hardcoded"
api_key = "sk-..."
AWS_SECRET_ACCESS_KEY = "..."
private_key = "-----BEGIN"
# 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
## 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]
file.py:456
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
### Infrastructure (`infrastructure/`)
- `docker.md` - Container security
<!--
Reference material based on OWASP Cheat Sheet Series (CC BY-SA 4.0)
https://cheatsheetseries.owasp.org/
-->
# 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:**
```python
# SAFE: URL comes from Django settings (server-controlled)
response = requests.get(f"{settings.SEER_AUTOFIX_URL}{path}")
```
**SSRF Example - IS a vulnerability:**
```python
# 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` |
| Django/DRF views, permission classes, object-level access | Use the `django-access-review` skill if available for access control; otherwise `authorization.md` |
| Frontend, templates | `xss.md`, `csrf.md`, `modern-threats.md` (DOM clobbering, prototype pollution) |
| 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` |
| Object merging/cloning, `__proto__`, DOM `id`/`name` lookups, WebSocket handlers, LLM prompt construction | `modern-threats.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` |
For other languages there is no dedicated guide; rely on the `references/` files and verify framework protections directly in the codebase.
### 3. Load Infrastructure Guide (if applicable)
| File Type | Guide |
|-----------|-------|
| `Dockerfile`, `.dockerignore` | `infrastructure/docker.md` |
| GitHub Actions workflows | Use the `gha-security-review` skill if available; otherwise `references/supply-chain.md` |
| Other CI/CD pipelines, lockfiles, package manifests | `references/supply-chain.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)
```
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)
```
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)
```
password = "hardcoded"
api_key = "sk-..."
AWS_SECRET_ACCESS_KEY = "..."
private_key = "-----BEGIN"
```
### Check Context First (MUST Investigate Before Flagging)
```
# 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
```markdown
## 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]
```
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
### Infrastructure (`infrastructure/`)
- `docker.md` - Container security