Agent skill · Audited from source
backend-development
skill · mrgoonie/claudekit-skillsLicence not declaredAudited 22 Oct 2026 · source d655ab03f566
Is it safe? With care — CAUTION, grade B (84/100). We read this skill's source at commit d655ab03f566 and found no filesystem, network or shell access and a hard-coded secret (see the findings). The audit raised 9 findings, 0 critical or high. What it does: Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1,…
Cite
Cite this page
ModelsAtlas. “backend-development (mrgoonie/claudekit-skills)”. Retrieved 22 Oct 2026. https://modelsatlas.com/skills/mrgoonie/backend-development
3 skills are called “backend-development”. You are viewing mrgoonie/claudekit-skills.
- mrgoonie/claudekit-skills★ 2.2k!CAUTION
- skillcreatorai/ai-agent-skills★ 1.2k✓SAFE
- MoizIbnYousaf/Ai-Agent-Skills★ 1.1k✓SAFE
Trust audit
Audit 0.4.1 · source read 22 Oct 2026
CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsFoundSee the findings; values are never shown
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | WARN | 5 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 2 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 2 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (9)
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/ai-multimodal
plugins/ai-ml-tools/skills/ai-multimodal
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/context-engineering
plugins/ai-ml-tools/skills/context-engineering
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/google-adk-python
plugins/ai-ml-tools/skills/google-adk-python
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/backend-tools/skills/backend-development
plugins/backend-tools/skills/backend-development
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/backend-tools/skills/better-auth
plugins/backend-tools/skills/better-auth
- Why
- link not followed
- Fix
- —
MEDIUMHard-coded secretssecret.db_uri · references/backend-devops.md:123
- DATA…://…@db:5432/myapp
- Why
- No further detail recorded for this rule.
- Fix
- —
LOWNetwork egressnet.raw_ip · references/backend-architecture.md:151
http: 'http://192.168.1.10:3000/health',
- Why
- No further detail recorded for this rule.
- Fix
- —
LOWPrompt injectionprompt.transfer_instruction · references/backend-testing.md:60
const userData = { email: '[email protected]', password: 'plain123' };- Why
- an instruction to move sensitive data to an outside destination
- Fix
- remove; a skill never needs the user's secrets off the machine
INFOPrompt injectionprompt.credential_read · references/backend-authentication.md:313
| Third-party API access | API keys with scopes |
- Why
- asks the agent to read credentials
- Fix
- —
Audit 0.4.1 · source sha d655ab03f566 · 22 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publishermrgoonie GitHub userOwner of the repository this skill is read from
- Source foldermrgoonie/claudekit-skills/.claude/skills/backend-developmentThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdictd655ab03f566A new audit runs when the source changes
- Repository statusNot archivedLast push 201 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1,…
--- name: backend-development description: Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernetes, CI/CD), and monitoring. Use when designing APIs, implementing authentication, optimizing database queries, setting up CI/CD pipelines, handling security vulnerabilities, building microservices, or developing production-ready backend systems. license: MIT version: 1.0.0 --- # Backend Development Skill Production-ready backend development with modern technologies, best practices, and proven patterns. ## When to Use - Designing RESTful, GraphQL, or gRPC APIs - Building authentication/authorization systems - Optimizing database queries and schemas - Implementing caching and performance optimization - OWASP Top 10 security mitigation - Designing scalable microservices - Testing strategies (unit, integration, E2E) - CI/CD pipelines and deployment - Monitoring and debugging production systems ## Technology Selection Guide **Languages:** Node.js/TypeScript (full-stack), Python (data/ML), Go (concurrency), Rust (performance) **Frameworks:** NestJS, FastAPI, Django, Express, Gin **Databases:** PostgreSQL (ACID), MongoDB (flexible schema), Redis (caching) **APIs:** REST (simple), GraphQL (flexible), gRPC (performance) See: `references/backend-technologies.md` for detailed comparisons ## Reference Navigation **Core Technologies:** - `backend-technologies.md` - Languages, frameworks, databases, message queues, ORMs - `backend-api-design.md` - REST, GraphQL, gRPC patterns and best practices **Security & Authentication:** - `backend-security.md` - OWASP Top 10 2025, security best practices, input validation - `backend-authentication.md` - OAuth 2.1, JWT, RBAC, MFA, session management **Performance & Architecture:** - `backend-performance.md` - Caching, query optimization, load balancing, scaling - `backend-architecture.md` - Microservices, event-driven, CQRS, saga patterns **Quality & Operations:** - `backend-testing.md` - Testing strategies, frameworks, tools, CI/CD testing - `backend-code-quality.md` - SOLID principles, design patterns, clean code - `backend-devops.md` - Docker, Kubernetes, deployment strategies, monitoring - `backend-debugging.md` - Debugging strategies, profiling, logging, production debugging - `backend-mindset.md` - Problem-solving, architectural thinking, collaboration ## Key Best Practices (2025) **Security:** Argon2id passwords, parameterized queries (98% SQL injection reduction), OAuth 2.1 + PKCE, rate limiting, security headers **Performance:** Redis caching (90% DB load reduction), database indexing (30% I/O reduction), CDN (50%+ latency cut), connection pooling **Testing:** 70-20-10 pyramid (unit-integration-E2E), Vitest 50% faster than Jest, contract testing for microservices, 83% migrations fail without tests **DevOps:** Blue-green/canary deployments, feature flags (90% fewer failures), Kubernetes 84% adoption, Prometheus/Grafana monitoring, OpenTelemetry tracing ## Quick Decision Matrix | Need | Choose | |------|--------| | Fast development | Node.js + NestJS | | Data/ML integration | Python + FastAPI | | High concurrency | Go + Gin | | Max performance | Rust + Axum | | ACID transactions | PostgreSQL | | Flexible schema | MongoDB | | Caching | Redis | | Internal services | gRPC | | Public APIs | GraphQL/REST | | Real-time events | Kafka | ## Implementation Checklist **API:** Choose style → Design schema → Validate input → Add auth → Rate limiting → Documentation → Error handling **Database:** Choose DB → Design schema → Create indexes → Connection pooling → Migration strategy → Backup/restore → Test performance **Security:** OWASP Top 10 → Parameterized queries → OAuth 2.1 + JWT → Security headers → Rate limiting → Input validation → Argon2id passwords **Testing:** Unit 70% → Integration 20% → E2E 10% → Load tests → Migration tests → Contract tests (microservices) **Deployment:** Docker → CI/CD → Blue-green/canary → Feature flags → Monitoring → Logging → Health checks ## Resources - OWASP Top 10: https://owasp.org/www-project-top-ten/ - OAuth 2.1: https://oauth.net/2.1/ - OpenTelemetry: https://opentelemetry.io/
Excerpt, first 4,476 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit d655ab0
pip install httpie npm install -g 0x npm install -g clinic
git clone https://github.com/mrgoonie/claudekit-skills git -C claudekit-skills checkout d655ab03f566
Commands as the repository documents them: shown, never run by us. Our verdict covers commit d655ab03f566 only.
Works in which agents?
What its own text says, not a test
| Agent | Status | More |
|---|---|---|
| Cursor | Mentioned in its text, not tested | Skills for Cursor · About Cursor |
Audit history
Every audit, every source change
- !CAUTION B 84 / 100
first audit · source
d655ab03f566
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/mrgoonie/backend-development/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
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Questions about backend-development
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Sources
- github.com/mrgoonie/claudekit-skills/tree/main/.claude/skills/ba — the audited source at commit d655ab03f566 and every finding aboveObserved · 22 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the backend-development skill do?
- Is backend-development safe to install?
- What can backend-development access on my machine?