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williamzujkowski/standards

Skills indexed from this repository, with install-style signals scoped to the repo.
27 skills351 GitHub stars0 weekly installsPythonGitHubOwner profile

Overview

This skill codifies NIST-aligned software development standards for compliance-focused projects. It provides a concise checklist, implementation patterns, and resources to start projects with secure, maintainable defaults. Use it to accelerate compliant architectures and enforce repeatable best practices across teams.

How this skill works

The skill inspects project practices and provides guidance across three levels: Quick Start, Implementation, and Mastery. It highlights core principles, recommended patterns (error handling, monitoring, validation), and common pitfalls to avoid. Templates and reference links support rapid adoption and consistent implementations.

When to use it

  • Starting a new project that must meet compliance or security standards
  • Auditing an existing codebase for compliance gaps
  • Designing architecture and implementation patterns for regulated environments
  • Onboarding teams to a standard set of secure defaults and test practices
  • Creating templates and CI checks for production deployments

Best practices

  • Adopt secure defaults and validate all external inputs
  • Implement comprehensive error handling and observable logging
  • Write unit and integration tests with good coverage before release
  • Document public interfaces and maintain design rationale
  • Choose architecture patterns based on threat model and operational needs
  • Add monitoring hooks and performance checks for production

Example use cases

  • Quick project bootstrap with NIST-aligned checklist and templates
  • Reviewing code for missing validations, logging, or tests
  • Defining CI pipelines that enforce testing and security gates
  • Creating team onboarding material with core compliance concepts
  • Selecting and documenting error-recovery and monitoring patterns for services

FAQ

It covers core NIST-aligned principles for secure software development, implementation patterns (error handling, monitoring, validation), testing strategies, and templates for quick project starts.

How do I use the templates?

Use templates as starter configurations for projects: copy the starter files, adapt settings to your environment, and integrate them into your CI to enforce the standards.

27 skills

nist
Docs

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SecurityTestingPython
nosql
Database

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ObservabilityPythonSecurityTesting+1
mobile-react-native
Debugging

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ExpoPerformanceReact NativeTesting+1
valid-skill
Code Review

This skill helps you validate Python projects by enforcing standards, tests, and documentation practices across levels of mastery.

DocsIntegration TestsLintingPython+3
api-security
Api

This skill helps you implement robust API security by guiding authentication, authorization, rate limiting, and input validation across services.

BackendPythonSecurityTesting+1
patterns
Backend

This skill helps you implement robust architecture patterns in Python projects by enforcing security, testing, logging, and performance best practices.

Code ReviewDocsObservabilityPerformance+4
integration-testing
Api

This skill helps you design and execute real integration tests with containers, API contracts, and real databases for reliable software delivery.

Ci CdDatabaseDockerIntegration Tests+2
ci-cd
Automation

This skill helps you implement robust CI/CD pipelines with automated testing, security scanning, artifact management, and deployment strategies for reliable

Ci CdDevopsIntegration TestsSecurity+2
vue
Frontend

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PerformanceTestingTypescriptVue+1
infrastructure-as-code
Automation

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AwsCloudDevopsInfra+3
gdpr
Data

This skill helps you implement GDPR best practices in compliance environments, emphasizing secure defaults, thorough testing, and maintainable, observable data

DocsMonitoringPythonSecurity+2
go
Backend

This skill helps you implement idiomatic Go coding standards with explicit error handling, concurrency patterns, and thorough testing for production-ready code.

Ci CdFormattingLintingPerformance+4
advanced-kubernetes
Api

This skill helps you design and operate Kubernetes operators and CRDs enabling automated lifecycle management of custom resources.

AutomationCloudDataDevops+3
metrics
Monitoring

This skill helps you establish observability metrics standards across projects, enabling secure, tested, and maintainable instrumentation and performance

ObservabilityPerformancePythonSecurity+2
healthtech
Ci Cd

This skill helps you achieve HIPAA compliance by guiding encryption, access control, auditing, and risk assessment across healthtech applications.

Code ReviewDataDocsPython+2
security-practices
Api

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BackendCloudDevopsPython+2
model-development
Ai

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DocsPerformancePythonSecurity+2
mlops
Automation

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Ci CdDataDevopsMonitoring+2
data-quality
Analytics

This skill helps you implement robust data quality checks using automated validation, scoring, and monitoring to improve data reliability.

AutomationDataPythonTesting+1
authorization
Api

This skill helps you implement robust authorization with RBAC and ABAC in Python, aligning with NIST controls for production security.

BackendDocsObservabilityPython+3
kotlin
Code Review

This skill helps you enforce Kotlin coding standards for null safety, coroutines, and idiomatic patterns across JVM and Android projects.

DebuggingKotlinTestingPython
containers
Automation

This skill helps you start secure container environments quickly by applying immutable infrastructure, minimal images, non-root execution, and vulnerability

CloudDevopsInfraSecurity+1
authentication
Api

This skill helps you implement authentication security best practices across OAuth2, JWT, MFA, and session management for production systems.

BackendCi CdCloudPython+2
model-deployment
Ai

This skill guides secure, maintainable model deployment in ML environments, applying performance, testing, and observability patterns from production-grade

DevopsMonitoringObservabilityPerformance+3
security-operations
Ai

This skill helps you implement SOC incident response and threat hunting practices aligned with NIST 800-61 to improve detection, containment, and recovery.

AnalyticsDevopsMonitoringOperations+3
aws-advanced
Backend

This skill helps you design and implement AWS advanced patterns for orchestration, events, and observability to build scalable serverless architectures.

CloudDevopsObservabilityPython+1
missing-level1
Ci Cd

This skill helps you implement missing Level 1 sections by guiding Python projects from setup to foundational design, ensuring consistency with production

Code ReviewDebuggingDocsPython+2
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