published by wshobson

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. python-project-structure ★ 39,427
   Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining publ
2. stride-analysis-patterns ★ 39,427
   Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or cre
3. threat-mitigation-mapping ★ 39,427
   Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation pl
4. rag-implementation ★ 39,427
   Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing kno
5. deployment-pipeline-design ★ 39,427
   Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-do
6. changelog-automation ★ 39,427
   Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, gene
7. stripe-integration ★ 39,427
   Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integr
8. python-error-handling ★ 39,427
   Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing valida
9. debugging-strategies ★ 39,427
   Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or techn
10. langchain-architecture ★ 39,427
    Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications
11. visual-design-foundations ★ 39,427
    Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design
12. web-component-design ★ 39,427
    Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when
13. microservices-patterns ★ 39,427
    Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distribut
14. grafana-dashboards ★ 39,427
    Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring
15. secrets-management ★ 39,427
    Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling se
16. attack-tree-construction ★ 39,427
    Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating se
17. gitlab-ci-patterns ★ 39,427
    Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing Git
18. python-anti-patterns ★ 39,427
    Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing imple
19. python-packaging ★ 39,427
    Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Pyth
20. react-modernization ★ 39,427
    Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing R
21. wcag-audit-patterns ★ 39,427
    Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for
22. python-type-safety ★ 39,427
    Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic cl
23. bash-defensive-patterns ★ 39,427
    Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system
24. startup-financial-modeling ★ 39,427
    Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early
25. llm-evaluation ★ 39,427
    Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testi
26. protocol-reverse-engineering ★ 39,427
    Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when anal
27. workflow-orchestration-patterns ★ 39,427
    Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and
28. unity-ecs-patterns ★ 39,427
    Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented
29. helm-chart-scaffolding ★ 39,427
    Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creatin
30. memory-safety-patterns ★ 39,427
    Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing sa
31. cost-optimization ★ 39,427
    Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending anal
32. gitops-workflow ★ 39,427
    Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when i
33. embedding-strategies ★ 39,427
    Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking str
34. python-observability ★ 39,427
    Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics
35. python-configuration ★ 39,427
    Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, m
36. market-sizing-analysis ★ 39,427
    Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets
37. go-concurrency-patterns ★ 39,427
    Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing wo
38. billing-automation ★ 39,427
    Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing sub
39. python-resilience ★ 39,427
    Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry
40. prometheus-configuration ★ 39,427
    Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing met
41. data-quality-frameworks ★ 39,427
    Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implemen
42. k8s-manifest-generator ★ 39,427
    Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standa
43. startup-metrics-framework ★ 39,427
    Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, includi
44. context-driven-development ★ 39,427
    Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds n
45. dependency-upgrade ★ 39,427
    Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framewor
46. shellcheck-configuration ★ 39,427
    Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code
47. memory-forensics ★ 39,427
    Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tool
48. cqrs-implementation ★ 39,427
    Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query p
49. python-background-jobs ★ 39,427
    Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, j
50. dbt-transformation-patterns ★ 39,427
    Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when