Security sentinel
Skill ak-ship/fullstack-agent-skills/skills/security-sentinel
Sweep a codebase or diff for the OWASP Top 10 plus the practical adjacent issues (committed secrets, prototype pollution, SSRF, IDOR, deserialization, broken auth flows). Outputs findings with severity, exploit sketch, and the smallest fix. Use when the user says "security audit", "check for vulnerabilities", "is this safe to ship", "do a security review", "find security issues", or before a release that touches auth, payments, or PII.From its SKILL.md
npx -y skills add ak-ship/fullstack-agent-skills --skill security-sentinelAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
9.5 KB, ~2.4k tokens by cl100k_base, as published. Nobody here has run it
security-sentinel — find what an attacker would find first
When to use this skill
Trigger when the user wants a security pass. Strong signals:
- "security audit", "security review", "is this safe?"
- "check for vulnerabilities", "scan for secrets"
- Before any release touching auth, payments, file uploads, PII
- "we're going through a SOC 2 review"
Do not trigger for: penetration testing of third-party systems without authorization, weaponizing exploits, or for incident response (that needs an actual responder, not a code review).
The output contract
A security report with:
- Severity-ranked findings —
CRITICAL,HIGH,MEDIUM,LOW,INFO— each tied to real impact (CVSS-style reasoning, not a guess) - An exploit sketch for each finding — how an attacker would actually trigger it (1–3 sentences)
- The smallest fix — the minimum diff that closes the issue
- A "no findings" verdict when honest — don't fabricate to look thorough
- What was NOT checked — be explicit about scope so the user doesn't think this was a full pen test
Workflow
1 — Scope
Ask:
- Diff review or full codebase?
- Are there areas off-limits or low-priority (e.g., internal admin tools)?
- Is there a threat model to match against (e.g., "we care about tenant isolation more than DDoS")?
State the scope in the report. "Reviewed src/api/, did not review infrastructure/."
2 — Mechanical scan first
Run the cheap, automated wins before reading code:
- Secrets:
gitleaks detect --no-bannerortrufflehog filesystem .— anything found is treated as leaked, even if it's "just dev". Rotate immediately. - Dependencies:
npm audit --omit=dev,pnpm audit,pip-audit,cargo audit,bundler-audit,govulncheck. Note the criticals + highs. - Static analysis: if
semgrep/bandit/gosec/brakemanis in the toolchain, run it. Triage the results — most SAST output is noise; the real findings are gold.
3 — Walk the OWASP Top 10 systematically
For each, look at the actual code:
A01: Broken Access Control
- Every authenticated endpoint must check ownership for the resource being accessed. Find places like
getOrder(req.params.id)without checking that the order belongs to the user. This is IDOR — the #1 web bug. - Check for "horizontal" privilege escalation (one user accessing another's data) and "vertical" (regular user hitting admin endpoints).
A02: Cryptographic Failures
- Are passwords hashed with
argon2idorbcrypt(cost ≥ 12)? Not MD5, SHA-1, or plain SHA-256. - Are tokens compared with
crypto.timingSafeEqual? Not===. - Is TLS terminated correctly?
Strict-Transport-Securityheader set? - Are session cookies
HttpOnly,Secure,SameSite=Strict(orLaxwith explicit reasoning)?
A03: Injection
- SQL: every query that interpolates user data — is it parameterized? Look for template strings, string concat, or ORM raw queries.
- Command: any
child_process.exec(...${input}...)is broken. UseexecFilewith an args array. - Path traversal:
fs.readFile(path.join(BASE, req.params.file))is vulnerable. Resolve and checkstartsWith(BASE). - NoSQL: Mongo query with user-controlled keys (
{ user: req.body.user }where body could be{ $ne: null }). - LDAP, XPath, log injection, template injection (Handlebars, Jinja2 with autoescape off).
A04: Insecure Design
- Auth flows: rate limits on login, password reset, signup? Account enumeration in error messages?
- Password reset tokens: short-lived, single-use, tied to the user, sent via the verified channel only?
- 2FA: backup codes one-time, rate-limited verification?
A05: Security Misconfiguration
- CORS: is
Access-Control-Allow-Origin: *paired with credentials? (That's a bug.) - Express/Fastify default headers (X-Powered-By, etc.) removed?
app.use(express.json({ limit: '...' }))set? Otherwise it's a DoS vector.- Error pages leak stack traces in prod?
- Default credentials anywhere (
admin/admin)?
A06: Vulnerable Components
- The audit results from step 2. Anything CRITICAL/HIGH gets ticketed.
- Are dependencies pinned? Floating
^1.0.0ranges let a future minor break security guarantees.
A07: Identification & Authentication
- Session fixation? Session ID rotates on login?
- JWT:
alg: nonerejected explicitly?kidvalidated against an allowlist? Algorithm pinned (not "auto")? - Multi-tenancy: org_id baked into every query, or relied on at the app layer (fragile)?
A08: Software & Data Integrity
package.jsonlockfile committed?- Container base images pinned to a digest, not just a tag?
- CI uses
actions/checkout@v4or similar, not@main? - Webhooks: signatures verified with
crypto.timingSafeEqual?
A09: Logging & Monitoring
- Auth failures logged with rate (not just per event)?
- PII not in logs (passwords, tokens, full PANs, SSNs)?
- Errors surfaced to a monitoring system, not just stdout?
A10: Server-Side Request Forgery (SSRF)
- Any code that fetches a user-supplied URL? Must validate the URL doesn't resolve to private IP space (
10.0.0.0/8,127.0.0.1,169.254.169.254, IPv6 equivalents). - The check happens after DNS resolution, not just on the string.
4 — Adjacent classics worth a sweep
- Prototype pollution (JS): any
_.merge,Object.assignover user-controlled JSON? Lodash < 4.17.21 is famous for this. - Deserialization:
pickle.loads,Marshal.load,yaml.load(vsyaml.safe_load),unserialize(PHP) on untrusted input → RCE. - XSS: every
dangerouslySetInnerHTML,v-html,innerHTML =,document.write— what's the source? - Open redirect:
res.redirect(req.query.next)without allowlist. - Race conditions: TOCTOU on file ops, double-charge on payment retries, double-redemption of coupon codes.
- Mass assignment:
User.update(req.body)allowingis_admin: trueto slip through. Use explicit allowlists.
5 — Write the report
For each finding:
[SEVERITY] <title>
File: src/api/orders.ts:42
Category: OWASP A01 — Broken Access Control (IDOR)
Impact: Any authenticated user can read any order by guessing its ID.
Exploit: curl -H 'Authorization: Bearer <user A's token>' /api/orders/<user B's order ID>
Fix: Add `where userId = req.user.id` to the query, OR call a shared `assertOrgAccess(req.user, order.orgId)` before returning.
References: https://owasp.org/Top10/A01_2021-Broken_Access_Control/
End with:
- Scope reviewed — paths covered
- Scope NOT reviewed — paths skipped + why
- Open dependency vulns — count + criticals
- Verdict — one of: "Safe to ship; no findings above MEDIUM" / "Block release; <N> CRITICALs to address" / "Ship with mitigations: <list>"
Patterns and anti-patterns
✅ Do:
- Trace user input from entry to sink. The bug is usually in the join.
- Treat any committed secret as compromised. Rotate first, dig into git history second.
- Default-deny for new endpoints. Auth + authz checks should be a middleware, not optional per route.
- For multi-tenant apps, enforce
org_idfiltering in the data layer, not the app layer — easier to audit, harder to forget.
❌ Don't:
- Don't recommend a WAF as a substitute for fixing the underlying bug.
- Don't trust client-side validation. Ever. The browser is hostile.
- Don't write your own crypto. Use the language's standard library; pick
libsodium/crypto/ringover hand-rolling. - Don't blocklist for input validation when an allowlist works. Blocklists always miss a case.
- Don't fix the symptom (sanitize this string) when you can fix the cause (use a parameterized query).
Example invocation
User: "Run a security audit on the auth module before we launch."
- Scope:
src/auth/, including the routes and middleware. Not reviewing infrastructure or third-party SaaS configs. - Mechanical:
gitleaksclean;npm auditshows 1 HIGH (jsonwebtoken < 9.0.0, signature bypass) — already on 9.0.2, false positive in transitive, but pinning needs to be confirmed. - Walk OWASP:
- CRITICAL
auth/reset.ts:42— token compared with===. Timing attack. Usecrypto.timingSafeEqual. - HIGH
auth/login.ts:23— no rate limit. Brute force feasible. Wrap with existingrateLimit('auth.login', { max: 5, window: '15m' }). - HIGH
auth/signup.ts:88— different response between "email exists" and "email created" enables enumeration. Return the same 202 in both cases; send the differentiator via email. - MEDIUM
auth/session.ts:55— session cookie missingSameSite. AddSameSite=Strict. - LOW
auth/utils.ts:14— password complexity check is hard-coded; move to config.
- CRITICAL
- Open vulns: 0 critical, 0 high after pinning verification.
- Verdict: Block release — fix the timing-safe compare and rate limit before launch. Others can be a follow-up PR within the week.
See also
code-auditor— broader code-quality review that includes some of these findingsmcp-forge— sweep newly-generated MCP servers for the auth/secrets pitfallsship-it— set up the protected-branch and required-checks rules in CI
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.
Gives 0 of the 12 instructions most ship operate skills give in ~2.4k tokens
Counted across 779 of the 1,178 authors here whose files we hold, read 2026-08-07
- Document a rollback plan before deploymentin 41 of 779, across 22 files
- Update the changelogin 21 of 779, across 19 files
- Run the test suitein 20 of 779
- Create an annotated git tagin 20 of 779
- Clean up feature flags after full rolloutin 18 of 779, across 10 files
- Verify deployment health after launchin 18 of 779, across 10 files
- Test both feature flag statesin 17 of 779, across 9 files
- Verify the working tree is cleanin 17 of 779
- Make database migrations backward-compatiblein 16 of 779, across 8 files
- Set up error monitoring before launchin 15 of 779, across 7 files
- Monitor metrics at each rollout stagein 14 of 779, across 5 files
- Create a GitHub releasein 14 of 779
Said here and by no other author read
- produce a severity-ranked security findings report
- ask for review scope and off-limits areas
- state paths reviewed and skipped in the report
- run static analysis tools if available
- trace user input from entry to sink
- treat committed secrets as compromised
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.