dev-security
Source: skills/dev-security/SKILL.md
Security as a build constraint: OWASP, auth hardening, secrets, supply chain.
보안은 기능 완성 후 덧붙이는 감사가 아니라 빌드 시점의 제약 조건이다. AI 에이전트가 편의를 위해 하드코딩한 시크릿, 검증 없는 사용자 입력, 권한 없는 리소스 접근을 만들면 프로덕션에서 즉각 취약점이 된다. 이 스킬은 OWASP Top 10을 코드 레벨 규칙으로 변환하여, 인증/인가/입력 검증/시크릿 관리를 코딩 시점에 강제한다.
LLM은 보안을 '기능 완성 후 추가하는 것'으로 취급하는 편향이 있다. '로그인 기능 만들어줘'라고 하면 인증 로직은 만들지만 rate limiting, brute force 방지, CSRF 토큰, secure cookie 설정을 빠뜨린다. 이건 학습 데이터에서 보안이 항상 '추가 단계'로 설명되기 때문이다.
더 심각한 문제는 slopsquatting이다. LLM이 패키지를 추천할 때 실존하지 않는 이름을 환각(hallucinate)한다. 2025년 연구에서 약 20%가 실재하지 않았고, 이 환각된 이름이 반복적으로 나타났다. 공격자가 이 이름으로 악성 패키지를 등록하면 에이전트가 자동으로 설치하게 된다. 이건 LLM의 환각 문제가 보안 취약점으로 직접 연결되는 사례다.
2026년에는 에이전트 자체가 공격 표면이 되었다. OWASP Top 10 for Agentic Applications 2026이 발표되었고, 프롬프트 인젝션(ASI01)부터 데이터 유출(ASI05)까지 tool-using AI 에이전트 고유의 위협 모델이 체계화되었다. MCP 서버의 서플라이 체인 공격도 새로운 벡터다.
이 스킬이 해결하는 실제 문제
2025년 연구에서 LLM이 추천한 패키지의 약 20%가 실재하지 않았고, 환각된 패키지명이 반복적으로 나타났다. 공격자가 이 이름을 npm/PyPI에 등록하면 에이전트가 악성 패키지를 설치한다. section 6.5의 slopsquatting gate는 모든 AI 추천 의존성에 실존 여부와 유지보수 상태를 확인하게 한다.
tool-using AI 에이전트는 프롬프트 인젝션(ASI01), 과도한 권한(ASI02), 도구 오남용(ASI04), 데이터 유출(ASI05) 같은 고유한 공격 표면을 가진다. agentic-ai-security.md는 OWASP Top 10 for Agentic Applications 2026의 ASI01-ASI10을 에이전트 규칙으로 매핑한다.
Model Context Protocol(MCP) 서버가 확산되면서, 서드파티 MCP 서버의 도구가 악의적 코드를 실행하거나 데이터를 유출하는 위험이 생겼다. 아직 공식 'MCP Top 10'은 없지만, mcp-supply-chain.md는 MCP 리스크를 OWASP LLM01/03/06과 Agentic Top 10 ASI02/04/05에 매핑하고 서버 검증 체크리스트를 제공한다.
OWASP 2025 개정에서 A03이 Software Supply Chain Failures로 확대되었다. npm audit, pip-audit에 더해 Sigstore/Cosign 서명 검증, SBOM 생성, lockfile 정합성 확인이 기본이 되었다. supply-chain-sbom.md가 이 영역을 전담한다.
Triggers: auth, login, token, input validation, dependency, security, threat model
Key Concepts
- OWASP Top 10 Code Rules
- Auth Hardening
- Secret Management
- Supply Chain Security
- Input Validation at Trust Boundaries
- Threat Modeling
- Agentic AI Security (ASI01-ASI10)
- Slopsquatting Defense
Related Skills
Reference Documents
| Document | Description |
|---|---|
| Agentic AI Security — OWASP Top 10 for Agentic Applications 2026 (ASI01-ASI10) for Skill Authors and Coding Agents | OWASP Top 10 for Agentic Applications 2026 (ASI01-ASI10) |
| ASVS 5.0.0 Level 1 and Level 2 Pre-Deploy Checklist | |
| Language-Specific Security Quirks | |
| LLM Supply-Chain Security — Prompt Injection, RAG Poisoning, and Tool Output Trust | 간접 프롬프트 인젝션 방어, RAG 포이즈닝, 도구 출력 신뢰 검증 |
| MCP & Agentic Skill Supply Chain Security | MCP 서버 보안 검증 체크리스트, allowlist/pinning, 감사 로깅 |
| OWASP Top 10:2025 — Unsafe and Safe Patterns | OWASP Top 10:2025 코드 레벨 체크리스트, unsafe/safe 코드 쌍 |
| Static Analysis and Security Tooling | Semgrep, CodeQL, ESLint security, gitleaks CI 통합 |
| Supply Chain Security: SBOM, Signing & Dependency Integrity | SBOM 생성(Syft/Trivy), 아티팩트 서명(Cosign/Sigstore), 의존성 감사 |
Sections Overview
| Section | Summary |
|---|---|
| Authentication | 비밀번호 해싱, 세션 관리, JWT 규칙, OAuth 통합을 다룬다. |
| Authorization | RBAC/ABAC, 리소스 레벨 권한 검사, BOLA 방지를 강제한다. |
| Input Validation | 신뢰 경계에서만 검증, 스키마 기반, 화이트리스트 접근을 요구한다. |
| Supply Chain | 의존성 감사, lockfile 정합성, slopsquatting 방지, SBOM/서명. |
| Agentic AI Security | 프롬프트 인젝션, 과도한 권한, 도구 오남용, 데이터 유출 방어. |
Academic References
| Paper | Year | Relevance |
|---|---|---|
Package Hallucinations by Code Generating LLMs (USENIX Security 2025)arXiv:2406.10279 | 2024 | slopsquatting의 기초 연구 — 16개 LLM, 576k 코드 샘플에서 5.2%-21.7%의 환각 패키지 비율. |
The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations (2026)arXiv:2605.17062 | 2026 | 2026 프론티어 모델 코호트에서 패키지 환각을 재평가. 비율은 줄었지만 위협은 지속. |
Indirect Prompt Injection in LLM-Integrated Applications (Greshake et al.)arXiv:2302.12173 | 2023 | tool-using LLM 에이전트의 간접 프롬프트 인젝션에 대한 최초의 체계적 연구. |
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated LLM AgentsarXiv:2403.02691 | 2024 | 1,054개 공격 케이스의 벤치마크. tool-calling 에이전트의 실제 exploit 성공률 측정. |
Indirect Prompt Injections: Are Firewalls All You Need, or Stronger Benchmarks?arXiv:2510.05244 | 2025 | 간접 프롬프트 인젝션 방어의 벤치마크 개선 연구. |
SoK: Software Supply Chain Attacks and CountermeasuresarXiv:2307.07529 | 2023 | SSC 공격 분류와 SLSA/Sigstore/SBOM 대응책 매핑. |
Official Guides
- OWASP Top 10 for Agentic Applications 2026 — 자율/에이전트형 AI 시스템의 보안 위험 Top 10.
- OWASP Top 10 for LLM Applications 2025 — LLM 및 생성형 AI 애플리케이션의 보안 위험 Top 10.
- OWASP Top 10 (Web) — 웹 애플리케이션 보안 위험 Top 10.
- MCP Security Guidelines — Model Context Protocol 공식 보안 가이드.
- MCP Specification — MCP 공식 프로토콜 사양.
- SLSA Framework — 소프트웨어 서플라이 체인 보안 레벨 프레임워크.
- Sigstore Documentation — 키리스 서명 및 투명성 로그.
Full Specification
Show full SKILL.md content
Dev-Security — Production Security Hardening
Treat security as a build constraint, not a cleanup step.
This skill is the authoritative source for authentication, authorization, input validation, secrets, headers, rate limiting, supply-chain checks, PII handling, and agentic AI safety.
Validation ownership split: this skill owns what the validation schema enforces (content/policy); placement (boundary-only validation) is owned by dev-architecture §4.
dev-backend delegates here for policy and verification depth.
dev-frontend remains responsible for UI implementation, but frontend security touchpoints such as CSP compliance, CORS behavior, XSS prevention, and dependency auditing are defined here.
> C0/C1 work (small local patches): See dev §0.0 Work Classifier + §0.1 Patch Fast-Path before reading references.
When to Activate
Activate this skill when you are:
- Writing auth, session, cookie, token, password-reset, or OAuth logic.
- Accepting user input from forms, URLs, headers, cookies, webhooks, file uploads, rich text, or AI prompts.
- Handling secrets, credentials, certificates, encryption keys, or third-party API keys.
- Reviewing code for security regressions or production-readiness.
- Auditing dependencies, CI pipelines, or release integrity.
- Designing logging, PII retention, masking, audit trails, or incident response rules.
- Building AI agents, tool-using workflows, or prompt-processing systems.
Use this skill together with the domain skill, not instead of it:
- API architecture and middleware placement: See
dev-backend/SKILL.md§4. - Frontend rendering patterns and anti-slop UI guardrails: See
dev-frontend/SKILL.md§§4-5. - Test strategy and execution flow: See
dev-testing. - Review severity and review flow: See
dev-code-reviewer/SKILL.md§§1-2. - Data pipeline design: See
dev-data/SKILL.md§§2-4.
Threat Model First
Answer these three questions before implementation:
- What are we protecting?
- Accounts, sessions, payment state, internal admin actions, uploaded files, secrets, PII, audit logs.
- From whom?
- Anonymous users, authenticated users, malicious insiders, compromised browsers, compromised CI, poisoned dependencies, hostile prompts.
- What is the blast radius if this fails?
- One user, one tenant, one environment, all customers, all secrets, all build artifacts.
Security-sensitive changes must name the trust boundary before coding:
- Browser ↔ API
- Public API ↔ internal service
- App ↔ database
- Agent prompt ↔ tool execution
- CI runner ↔ production artifact
If the change touches auth, payment, file upload, logging, or PII, write the must-pass checks before coding.
This skill owns security policy.
Domain skills own architecture and implementation details.
Modular References
| File | When to Read | What It Covers | |
|---|---|---|---|
references/owasp-top10.md | Any security-sensitive code | OWASP Top 10:2025 with unsafe/safe code pairs and checklists. 2025-delta mode: explicitly check A03 Software Supply Chain Failures, A10 Mishandling of Exceptional Conditions, and SSRF folded into A01 Broken Access Control | |
references/language-quirks.md | When coding in JS/TS, Python, SQL, or Go | Per-language pitfalls that scanners and reviewers commonly miss | |
references/static-analysis.md | Before claiming code is secure | Semgrep, CodeQL, ESLint security, npm audit, pip-audit, Bandit, gitleaks, CI, pre-commit | |
references/asvs-checklist.md | Before deploy or release | ASVS 5.0.0 pre-deploy checklist by chapter (V-shortcodes) and requirement level L1/L2 | |
references/agentic-ai-security.md | When building tool-using agents or prompt-driven flows | OWASP Top 10 for Agentic Applications 2026 (ASI01-ASI10) mapped to agent rules and safe operating patterns |
references/llm-supply-chain.md | When integrating LLMs, RAG pipelines, or consuming tool/agent output | Indirect prompt injection defense, RAG poisoning controls, tool output trust, CI adversarial tests |
references/mcp-supply-chain.md | Adding MCP servers or vetting agent tools | OWASP MCP secure-development + third-party vetting guides (no official "MCP Top 10" exists — map MCP risks to LLM01/03/06 + Agentic Top 10 ASI02/04/05), server vetting checklist, allowlist/pinning, sandbox, audit logging |
references/supply-chain-sbom.md | Dependency auditing or release integrity | SBOM generation (Syft/Trivy), artifact signing (Cosign/Sigstore), dependency pin & audit CI |
For current CVEs, advisories, package maintainer/source checks, release
integrity claims, or registry trust changes, read the active search skill and
follow its query-rewrite, original-source fetch, and evidence-status rules.
Read only the references relevant to the current task.
A small CSS change needs no OWASP reference.
Auth, data access, secrets, file uploads, webhooks, or incident response changes do.
1. Input Validation
Input validation is the first line of defense.
Validate at the first trusted boundary, reject unknown fields, enforce limits, and escape or sanitize on output for the target context.
Client-side validation improves UX only — it is never a security boundary.
Required rules
- Validate shape, type, format, enum membership, length, and numeric range.
- Reject unknown fields by default.
- Canonicalize before validation when encoding differences matter.
- Distinguish parsing failures from authorization failures.
- Sanitize HTML only when rich text is explicitly allowed.
- Re-validate on the server even when frontend uses the same schema.
Validate all input at trust boundaries with schema validation (Zod strict, Pydantic extra="forbid", or equivalent). Reject unknown fields. For injection cases, rich text, and output encoding, read references/owasp-top10.md A05 and references/language-quirks.md.
2. Authentication Checklist
Use this checklist for login, session, token, password reset, magic link, OAuth, and admin access:
- [ ] Passwords hashed with
argon2id(preferred);scryptnext if unavailable;bcryptmainly for legacy; PBKDF2 only for FIPS-140 contexts. MD5/SHA1/raw SHA256 never for passwords. (OWASP Password Storage ordering, checked 2026-07-02.) - [ ] Access tokens are short-lived with reduced scope (RFC 9700). Exact TTLs are risk-based org policy — 15-60 minutes is a common starting range, not a standard-mandated number; cite your policy source.
- [ ] Refresh tokens rotate on use and support family invalidation after reuse detection.
- [ ] Browser tokens live in
httpOnly,secure,sameSitecookies; keep session tokens out oflocalStorage. - [ ] OAuth uses Authorization Code + PKCE; avoid implicit flow (deprecated, token-in-URL exposure).
- [ ] Sensitive actions such as email change, MFA reset, payout change, and password change require step-up auth.
- [ ] Failed logins are rate-limited and delayed progressively.
- [ ] Session invalidation runs after password reset, password change, and privilege change.
- [ ] Password reset tokens are one-time, short-lived, and stored hashed server-side.
- [ ] Auth errors are generic — avoid revealing whether a specific email exists.
See references/owasp-top10.md A07 for implementation patterns.
See references/asvs-checklist.md V2 and V3 before deploy.
3. Authorization and Sensitive Flows
Authentication says who the caller is.
Authorization says what the caller may do.
Security failures happen when a route checks only the first.
Required rules
- Default deny.
- Enforce RBAC or ABAC before business logic.
- Perform ownership checks on every resource read and write.
- Scope queries by tenant and actor, not only by route.
- Re-check authorization on bulk actions, background jobs, exports, and webhooks.
- Keep internal flags, role names, and hidden fields out of response serializers.
See references/owasp-top10.md A01 for code pairs.
See dev-backend/SKILL.md §4 for middleware execution order.
4. Secrets Management
Secrets are values that grant access, identity, or decryption capability.
Treat API keys, database credentials, signing keys, OAuth client secrets, webhook secrets, certificates, and recovery codes as secrets.
| Rule | Required Practice | ||
|---|---|---|---|
| Source control | Commit .env.example, never commit .env, real keys, tokens, or private certs | ||
| Local development | Load secrets from environment variables or a local secret store | ||
| Production | Use Vault, cloud secret manager, or KMS-backed delivery | ||
| Rotation | Document owner, rotation cadence, and emergency revocation path | ||
| Logging | Redact secrets before logs, traces, analytics, error reports, and screenshots |
| Testing | Use dedicated non-production keys with least privilege |
If a repository change touches secrets, run gitleaks before claiming done.
If a feature adds webhook verification or JWT signing, treat key rollover as part of the feature.
For scanning recipes, read references/static-analysis.md.
For agent workflows and exfiltration risk, read references/agentic-ai-security.md.
5. Security Headers
This skill owns header policy values.
dev-backend owns middleware ordering and integration points.
Minimum production header baseline
Strict-Transport-Security: max-age=31536000; includeSubDomainsContent-Security-Policywith explicitdefault-src,script-src,style-src,img-src,connect-src,frame-ancestors, andbase-uriX-Content-Type-Options: nosniffReferrer-Policy: strict-origin-when-cross-originPermissions-Policywith unused capabilities disabledX-Frame-Options: DENYwhen CSPframe-ancestorsis not sufficient for legacy supportCross-Origin-Opener-PolicyandCross-Origin-Resource-Policywhere required by the app
Apply these via the framework's standard header middleware (Helmet for Express, equivalents elsewhere). Exact directive values are environment-specific — CSP especially must be designed around the app's real script/style/asset/connect origins, not copied from a template.
Frontend touchpoints that must stay aligned
- CSP compliance: no inline scripts, no unsafe event handlers, no surprise third-party script injection.
- CORS: explicit origin allowlist and correct credential mode for cookie-based auth.
- Avoid
dangerouslySetInnerHTMLunless sanitized with a maintained sanitizer and defended by CSP. - Prefer cookies over browser storage for session tokens.
See references/owasp-top10.md A02 and A05.
See dev-frontend/SKILL.md §§5-7 for performance and accessibility guardrails that still apply after security changes.
6. Rate Limiting
Apply rate limiting per IP and, where available, per user, tenant, and credential target.
Return 429 Too Many Requests with Retry-After.
Log repeated abuse without logging secrets or raw PII.
Treat the limits below as risk-based starting defaults, not fixed gates — tune them to real traffic, abuse risk, and threat model.
| Surface | Default starting limit | ||
|---|---|---|---|
| Login | ~5 requests per minute per IP and account identifier | ||
| Password reset request | ~3 requests per hour per account identifier | ||
| Registration | ~10 requests per hour per IP | ||
| MFA verification | ~10 requests per 10 minutes per session | ||
| Public API | ~100 requests per minute per user or API key |
| File upload start | ~20 requests per hour per user |
| Webhook verification failures | Alert after burst anomalies and repeated signature failures |
Rate limiting is not only for brute force.
Use it for enumeration, abuse, accidental loops, webhook replay storms, and AI-triggered runaway automation.
6.5 Slopsquatting Gate — AI-Suggested Dependencies (STRICT)
AI-recommended package names are a supply-chain attack surface: 2025 research found
~20% of LLM-recommended packages in study settings did not exist, and hallucinated
names recur — attackers register them (slopsquatting). Before adding ANY dependency
suggested by an AI (including your own suggestions):
- [ ] Package exists on the official registry with real release history (not days old)
- [ ] Maintainer/org and linked source repository are plausible and consistent
- [ ] No install scripts doing network/exec surprises; lockfile diff reviewed
- [ ] Provenance/trusted publishing attestation when the registry supports it (npm/PyPI)
Cross-refs: reviewer-side check in dev-code-reviewer §7; registry vetting depth in
references/supply-chain-sbom.md.
7. Static Analysis Integration
Security claims are incomplete without automated checks.
At minimum, run the project-native SAST, dependency-audit, and secret-scan tools (e.g. npm audit/pip-audit, semgrep, gitleaks) in local development and CI. Use whatever the repo already standardizes on; exact commands belong in repo docs.
For CI templates, pre-commit hooks, and tool-specific guidance, read references/static-analysis.md.
For review gating, combine this with dev-code-reviewer/SKILL.md §§1-2.
8. Agent Configuration Security
Agent-authored configuration files create a trust surface distinct from application code.
Configuration Audit Checklist
| File | Check For |
|---|---|
CLAUDE.md / AGENTS.md | Hardcoded secrets, auto-run instructions, prompt injection patterns |
settings.json | Overly permissive allow lists (Bash(*)), missing deny lists, dangerous bypass flags |
mcp.json | Risky MCP servers, hardcoded env secrets, npx -y supply chain risks |
hooks/ | Command injection via ${file} interpolation, data exfiltration, silent error suppression |
| Agent definitions | Unrestricted tool access, prompt injection surface, missing model constraints |
MCP Server Vetting
Before enabling any MCP server:
- Verify the package source and maintainer on npm/PyPI.
- Prefer pinned versions over
npx -yauto-install. - Restrict server capabilities to the minimum required scope.
- Use
${ENV_VAR}references for all credentials.
Sandboxing and Blast Radius Containment
Reduce the impact of any single compromise:
- Run agent tools with least-privilege filesystem access.
- Scope database credentials to the minimum required tables and operations.
- Isolate CI runners from production secrets using environment separation.
- Use network egress filtering for build and agent environments.
- Prefer ephemeral credentials that expire after the task completes.
- When an agent can execute shell commands, maintain an explicit deny list for destructive operations.
9. Pre-Flight Security Checklist
A security-sensitive change is complete only when every applicable item passes.
- [ ] Threat model names assets, attacker, trust boundary, and blast radius.
- [ ] All user input is validated at the first trusted boundary with unknown fields rejected.
- [ ] Authentication covers token TTL, cookie flags, reset flow, and revocation rules.
- [ ] Authorization is enforced per resource, not only per route.
- [ ] Queries, commands, templates, and serializers are protected from injection.
- [ ] Secrets are not committed, logged, embedded in screenshots, or exposed in client bundles.
- [ ] Security headers and CORS are explicit for the deployed environment.
- [ ] File upload, payment, logging, and PII changes pass their must-pass checks from the relevant reference.
- [ ] Rate limiting covers auth, public endpoints, and abuse-prone flows.
- [ ] Static analysis runs clean enough for the repository policy: Semgrep, CodeQL or equivalent, dependency audit, and secret scan.
- [ ] Error handling returns safe client messages and preserves structured server-side diagnostics.
- [ ] ASVS 5.0.0 Level 1 requirements pass for all security-sensitive changes; Level 2 for auth, payments, PII, admin, or multi-tenant flows.
- [ ] Agentic workflows resist prompt injection, tool misuse, exfiltration, and excessive agency (OWASP LLM Top 10 2025 + Top 10 for Agentic Applications 2026).
- [ ] AI-suggested dependencies passed the §6.5 slopsquatting gate.
Must-Pass Addenda for High-Risk Changes
Logging and PII
- [ ] Raw email, phone number, access token, session cookie, recovery code, and payment data are redacted before logs and traces.
- [ ] Retention and deletion behavior are defined for the new data.
File Uploads
- [ ] Enforce file type, file size, storage path isolation, malware scanning policy, and download authorization.
- [ ] Validate server-side — the client-provided filename and MIME type are untrusted input.
Payments
- [ ] Idempotency, webhook signature verification, reconciliation, and failure-state handling are tested.
- [ ] Payment provider secrets stay out of logs, analytics, and client bundles.
If any item remains unknown, stop, investigate, and resolve the gap before proceeding.
10. Security Ownership Matrix
This matrix clarifies who defines, implements, and verifies each security control across the skill bundle:
| Control | Policy Owner | Implementation Owner | Verification Owner |
|---|---|---|---|
| Input validation schema | dev-security §1 | Domain skill (backend/frontend/data) | dev-testing §2 |
| Auth flow (login, session, token) | dev-security §2 | dev-backend §4 middleware | dev-testing §1.3 risk priorities |
| Authorization (RBAC/ABAC) | dev-security §3 | dev-backend service layer | dev-testing §2 + dev-code-reviewer |
| Security headers (CSP, CORS, HSTS) | dev-security §5 | dev-backend middleware + dev-frontend compliance | dev-testing + static analysis |
| Rate limiting | dev-security §6 | dev-backend §4 middleware | Load testing + monitoring |
| PII/data classification | dev-security + dev-data §7 | dev-data pipeline + dev-backend API | dev-testing + audit logs |
| Secrets management | dev-security §4 | All skills (runtime env) | gitleaks + dev-code-reviewer |
| Dependency security | dev-security §7 | CI pipeline owner | npm audit / pip-audit in CI |
| Agentic AI safety | dev-security refs/agentic-ai | Agent builder | Scenario testing (dev-testing) |
Reference this matrix from dev-backend and dev-frontend when ownership is unclear.