Skill-Loader standards and best practices for Skill Loader. Includes implementation guidelines, common patterns, and testing strategies.

Zero-trust architecture operates on the principle: "Never trust, always verify." Unlike traditional perimeter-based security, zero-trust assumes breach and verifies every request regardless of origin.

Ttampering: description: Modifying data or code maliciously targets: [dataintegrity, codeintegrity] example: "Altering transaction amounts in transit"

Security Operations Center (SOC) practices, incident response, SIEM management, and threat hunting following NIST 800-61

Secrets management standards for API keys, passwords, certificates, and sensitive data. Covers HashiCorp Vault, environment variables, rotation policies, and detection tools with NIST 800-53r5 SC-12 compliance.

Input-Validation standards for input validation in Security environments.

Authorization security standards covering RBAC, ABAC, policy enforcement, OAuth2 scopes, resource-based access control, and NIST 800-53 compliance (AC-3, AC-4, AC-6) for production systems

Authentication security standards covering OAuth2 flows (authorization code, PKCE), JWT best practices (RS256, expiration), MFA (TOTP, WebAuthn), session management, and NIST 800-63B compliance for production systems

1. Broken Object Level Authorization (BOLA) - API fails to validate user access to objects 2. Broken Authentication - Weak or missing authentication mechanisms 3. Broken Object Property Level Authorization - Missing field-level access control 4. Unrestricted Resource Consumption - No rate limiting or throttling 5. Broken Function Level Authorization - Missing authorization checks on endpoints 6. Unrestricted Access to Sensitive Business Flows - Automated abuse of legitimate workflows 7. Server Side Request Forgery (SSRF) - API accepts URLs without validation 8. Security Misconfiguration - Insecure default configs, verbose errors 9. Improper Inventory Management - Undocumented/deprecated APIs in production 10. Unsafe Consumption of APIs - Trusting third-party API data without validation

Modern security standards including Zero Trust Architecture, supply chain security, DevSecOps integration, and cloud-native protection

Metrics standards for metrics in Observability environments. Covers best

Logging standards for logging in Observability environments. Covers best

NIST 800-53r5 control implementation, tagging, evidence collection, and compliance automation for security frameworks

Model-Development standards for model development in Ml Ai environments.

Model-Deployment standards for model deployment in Ml Ai environments.

MLOps engineering covering ML pipeline design, model versioning, experiment tracking, deployment strategies, drift detection, and monitoring for production ML systems with tools like MLflow, Kubeflow, and model registries

Backward compatibility bridge that translates legacy @load patterns to new Skills format. Enables seamless migration with zero breaking changes during 6-month transition period.

Composition API vs Options API

React frontend standards covering hooks (useState, useEffect, useContext, custom hooks), state management (Context API, Redux, Zustand), performance optimization (memoization, lazy loading, code splitting), testing with React Testing Library, and accessibility (WCAG 2.1, ARIA) for modern SPAs

React Native mobile development covering iOS and Android cross-platform apps, navigation, state management, native modules, and performance optimization for production-ready mobile applications

Mobile-Ios standards for mobile ios in Frontend environments. Covers

Mobile-Android standards for mobile android in Frontend environments.

Monitoring standards for monitoring in Devops environments. Covers best

Master monitoring and observability for distributed systems