From qa-test-data
Reference catalog of curated adversarial input payloads keyed by attack class - SQL injection, XSS, SSRF, path traversal, command injection, XXE, prototype pollution, regex DoS, Unicode confusables, header injection - plus per-context guidance for which payloads apply (URL parameter / form input / JSON body / file upload). Use when authoring negative-test cases for input validation, fuzz targets, or a security-focused test suite that needs to exercise the OWASP Top 10 attack surface.
How this skill is triggered — by the user, by Claude, or both
Slash command
/qa-test-data:malicious-payload-bankThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
> **Terminology note:** The payload classes here are
Terminology note: The payload classes here are practitioner-emergent and align with the OWASP Top 10 (owasp-top-10) and CWE Top 25 (cwe-top-25) - both authoritative industry sources. ISTQB has no canonical entry for "malicious payload"; the closest formal term is "security testing."
A reference catalog of adversarial inputs to use when authoring negative tests, security tests, or fuzz targets. This is a defensive skill - for testing your own application's input validation, not for unauthorized testing of others' systems.
negative-test-generator).Apply to: any input that flows into a SQL query (URL params, form fields, headers, cookies).
' # syntactic break
' OR '1'='1 # always-true
' OR '1'='1' -- # comment terminator
'; DROP TABLE users; -- # stacked statement
' UNION SELECT NULL, version() -- # information disclosure via UNION
admin'-- # bypass auth via comment
Modern context: parameterized queries / ORM eliminate most SQLi; the payload bank verifies your input still flows through parameterization (no string concatenation slipped in).
Apply to: any input that may be rendered to HTML (display name, comment text, URL params reflected on the page, error messages).
<script>alert(1)</script>
"><script>alert(1)</script>
javascript:alert(1)
<img src=x onerror=alert(1)>
<svg onload=alert(1)>
'-alert(1)-' # context-break in JS string
Test contexts: HTML body, HTML attribute, JS string, URL, CSS. Each has a different escape requirement; the payloads exercise each.
Apply to: any input that becomes an outbound URL (image fetch, webhook, OAuth callback, link preview).
http://169.254.169.254/latest/meta-data/ # AWS instance metadata
http://metadata.google.internal/ # GCP metadata
http://localhost:6379/ # Redis (no auth in many setups)
file:///etc/passwd # local file read
gopher://localhost:6379/_*1%0d%0aSET%20test%20pwn%0d%0a # protocol smuggling
Test: does the application fetch arbitrary user-supplied URLs without an allowlist? Does it follow redirects to internal hosts?
Apply to: any input that becomes a file path (file uploads, template names, image paths, log file selection).
../etc/passwd
..%2fetc%2fpasswd # URL-encoded ..
....//etc/passwd # double-dot bypass for naive filters
%2e%2e/etc/passwd # full URL-encoded
..\..\..\..\windows\win.ini # Windows
%c0%ae%c0%ae/etc/passwd # over-long UTF-8 bypass
Apply to: any input that flows into a shell command, backticks,
exec / system / popen.
; ls
| ls
&& cat /etc/passwd
` cat /etc/passwd `
$(cat /etc/passwd)
%0a cat /etc/passwd # newline-injection
Apply to: any input that's parsed as XML (SOAP endpoints, SVG upload, XML config import).
<?xml version="1.0"?>
<!DOCTYPE foo [
<!ENTITY xxe SYSTEM "file:///etc/passwd">
]>
<root>&xxe;</root>
Apply to: any JS / Node.js input that flows into object merge
(query-string parsers, body parsers, lodash _.merge, Object spread).
{"__proto__": {"polluted": "yes"}}
{"constructor": {"prototype": {"polluted": "yes"}}}
Apply to: any regex with backtracking applied to user input.
aaaaaaaaaaaaaaaaaaaaaaaa! # for /^(a+)+$/
aaaaaaaaaaaaaaaaaaaaaaaa@aaaaaa # for typical email regexes
Test: does the regex complete in linear time on adversarial
input? Tooling like safe-regex (Node) or re2 (Google's
linear-time regex engine) eliminates this class.
Apply to: any input that's compared for equality, used as a display name, or used in security boundaries (admin checks, domain validation).
аdmin # Cyrillic 'а' (U+0430), not Latin 'a' (U+0061)
gооgle.com # Cyrillic 'о' in google
"Admin" # NFKC-normalized variant
ff # ligature for 'ff'
The CLDR / Unicode Consortium maintains the canonical confusables list.
Apply to: any input that flows into a response header (CRLF
injection in URL params reflected as Location, Set-Cookie).
test%0d%0aSet-Cookie:%20admin=true # CRLF + cookie injection
test%0aLocation:%20http://evil.com # response splitting
| Context | Payload classes to try |
|---|---|
| URL query parameter | SQLi, XSS (reflected), SSRF (if used as URL), path traversal (if used as file ref), CRLF. |
| Form field (text) | SQLi, XSS (stored), Unicode confusables. |
| File upload filename | Path traversal, command injection (if shelled out), Unicode confusables. |
| File upload content | XXE (if XML), polyglot (image+JS), zip bomb. |
| JSON body field | SQLi, XSS, prototype pollution, Unicode confusables. |
| HTTP header | CRLF, header value injection, Unicode in Host. |
| Webhook URL | SSRF, internal-IP variants. |
OAuth redirect_uri | Open redirect, SSRF. |
| Search field (with regex) | ReDoS, SQLi. |
import pytest
XSS_PAYLOADS = [
"<script>alert(1)</script>",
"<img src=x onerror=alert(1)>",
"javascript:alert(1)",
]
@pytest.mark.parametrize("payload", XSS_PAYLOADS)
def test_comment_field_rejects_or_escapes_xss(payload):
response = post_comment(text=payload)
# Either the input is rejected (4xx) or the response renders escaped
assert response.status_code in (400, 422) or '<script>' not in response.body
@given(payload=sampled_from(SQLI_PAYLOADS))
def test_search_does_not_execute_sql(payload):
response = search(query=payload)
# Should never expose DB state
assert "syntax error" not in response.body.lower()
assert response.status_code in (200, 400)
| Anti-pattern | Why it fails | Fix |
|---|---|---|
| Treating XSS payloads as "stored examples" without checking response shape | A test that just sends and ignores response misses the actual vulnerability. | Always assert: payload is rejected OR rendered escaped. |
| Running these against production | Even synthetic-looking payloads may trip WAFs / alerts; risk to oncall. | Always against staging / local; document with the security team if production fuzzing is required. |
| Shipping these payloads in production seed data | Real users see the strings; possible inadvertent execution. | Synthetic-PII fixtures (per synthetic-pii-generator) for prod-shape; this catalog only for tests. |
| Skipping Unicode confusables | Most-overlooked class; a аdmin (Cyrillic а) may bypass an admin-name allowlist. | Include confusables in any test against an identity allowlist. |
| Hand-rolling new payloads from blogs | Stale; misses encoded variants; misses platform-specific cases. | Maintain this catalog; review against the OWASP Cheat Sheet Series quarterly. |
For each class, the canonical mitigation:
| Class | Mitigation |
|---|---|
| SQLi | Parameterized queries; never string concat. ORM use is fine if you don't fall back to raw SQL. |
| XSS | Output encoding per context (HTML / JS / CSS / URL); CSP nonces. |
| SSRF | URL allowlist; reject internal IP ranges (RFC 1918, 169.254.x); per-domain rate limit. |
| Path traversal | Canonicalize paths; assert resolved path is under the allowed root. |
| Command injection | Avoid exec/system with user input; use argv arrays not strings. |
| XXE | Disable DTD processing in the XML parser. |
| Prototype pollution | Object.create(null) for user-data objects; --disable-proto Node flag. |
| ReDoS | Use linear-time regex engines (re2); set timeouts. |
| Unicode confusables | NFKC-normalize before comparison; reject mixed-script identifiers. |
| Header injection | Strip \r\n from header values; use a header library that does this for you. |
negative-test-generator - sibling skill that generates rejection-path tests; consumes
this catalog as input.threat-model-from-spec - upstream agent that identifies which payload classes apply to
a given feature.npx claudepluginhub testland/qa --plugin qa-test-dataProvides UI/UX resources: 50+ styles, color palettes, font pairings, guidelines, charts for web/mobile across React, Next.js, Vue, Svelte, Tailwind, React Native, Flutter. Aids planning, building, reviewing interfaces.
Searches MemPalace before answering questions about past work, people, projects, or prior decisions. Returns verbatim stored content instead of guessing from model memory.