@skills · Owner

Agent skills by aj-geddes

284 skills indexed from github.com/aj-geddes. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• bmad-architecture · Skill · 471 stars

  Solutioning skill (Winston, the Architect). Produces architecture.md with ADRs and systematic NFR coverage, mapping every FR/NFR from the PRD to a concrete

• bmad-brainstorm · Skill · 471 stars

  Facilitates structured ideation sessions using proven brainstorming techniques (SCAMPER, SWOT, 5 Whys, Mind Mapping, Six Thinking Hats, Reverse Brainstormi

• bmad-builder · Skill · 471 stars

  Meta-skill for scaffolding and validating custom PLANNING/ORCHESTRATION skills within the BMAD Planning & Orchestrator plugin. Produces the full skill dire

• bmad-correct-course · Skill · 471 stars

  CROSS-PHASE mid-stream scope correction. Re-enters planning when requirements, features, architecture, or constraints change after planning has started. Re

• bmad-document-project · Skill · 471 stars

  BROWNFIELD planning input. Scans an existing codebase READ-ONLY and writes project-documentation.md — ground truth for stack, structure, key flows, convent

• bmad-epics-and-stories · Skill · 471 stars

  Solutioning flagship — shards a PRD + architecture into epics.md and individual {epic}.{story}.{slug}.story.md context objects, the LAST planning artifact

• bmad-handoff · Skill · 471 stars

  Emits a dev-tool-agnostic handoff manifest from ready-for-dev stories so an external dev plugin or runner can pick up and execute the work. Use when the us

• bmad-help · Skill · 471 stars

  Orchestration spine and "what do I do next?" router for the BMAD Planning & Orchestrator plugin. Detects current planning state by scanning the output fold

• bmad-init · Skill · 471 stars

  Initialize a BMAD planning workspace: pick a scale-adaptive TRACK (Quick Flow / BMad Method / Enterprise) interactively, then scaffold the output folder, a

• bmad-investigate · Skill · 471 stars

  Forensic bug and issue triage. Produces a graded investigation case file: symptoms, evidence (graded A/B/C by confidence), ranked hypotheses, suspected com

• bmad-parallel-plan · Skill · 471 stars

  Turns a sequential, ready-for-dev story backlog into conflict-free CONCURRENT WAVES. Builds a dependency DAG from epic order, per-story dependency maps, an

• bmad-planning-orchestrator · Collection · 471 stars
• bmad-prd · Skill · 471 stars

  PRD facilitator (John the PM). Authors and maintains the Product Requirements Document — functional requirements (FR-###), non-functional requirements (NFR

• bmad-prfaq · Skill · 471 stars

  Amazon-style Working-Backwards PRFAQ: a future press release plus internal and external FAQs that stress-test a product concept before any building begins.

• bmad-product-brief · Skill · 471 stars

  Lean facilitator for creating, updating, and validating a product brief — the Analysis-phase foundation of the BMAD Method. Captures problem statement, tar

• bmad-readiness-check · Skill · 471 stars

  SOLUTIONING GATE — validates cohesion across planning artifacts before any implementation begins. Cross-references PRD (or tech-spec), architecture documen

• bmad-research · Skill · 471 stars

  Conducts market, competitive, domain, and technical research using live web sources, producing a cited research-report.md to inform BMAD planning decisions

• bmad-spec · Skill · 471 stars

  Distills ANY messy input — brain dump, transcript, long PRD, stakeholder notes, feature request, voice memo — into a tight five-field SPEC.md kernel that a

• bmad-sprint-planning · Skill · 471 stars

  Orchestration handoff bridge: emits and maintains sprint-status.yaml as the project's sequencing system-of-record. Orders stories by epic then dependency,

• bmad-tech-spec · Skill · 471 stars

  Quick Flow lightweight technical specification for small-scope work (1-15 stories). Replaces the full PRD + architecture pair when scope is small and requi

• bmad-ux · Skill · 471 stars

  Solutioning-phase UX planning skill (optional; activate when the project has a UI). Produces TWO planning documents: DESIGN.md (the visual system — design

• claude-code-bmad-skills · Collection · 471 stars
• skills · Collection · 471 stars
• A/B Test Analysis · Skill · 307 stars

  Design and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation

• access-control-rbac · Skill · 307 stars

  Implement Role-Based Access Control (RBAC), permissions management, and authorization policies. Use when building secure access control systems with fine-g

• accessibility-compliance · Skill · 307 stars

  Implement WCAG 2.1/2.2 accessibility standards, screen reader compatibility, keyboard navigation, and a11y testing. Use when building inclusive web applica

• accessibility-testing · Skill · 307 stars

  Test web applications for WCAG compliance and ensure usability for users with disabilities. Use for accessibility test, a11y, axe, ARIA, keyboard navigatio

• agile-sprint-planning · Skill · 307 stars

  Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate user stories, manage sprint backlog, and facilitate daily stand

• alert-management · Skill · 307 stars

  Implement comprehensive alert management with PagerDuty, escalation policies, and incident coordination. Use when setting up alerting systems, managing on-

• android-kotlin-development · Skill · 307 stars

  Develop native Android apps with Kotlin. Covers MVVM with Jetpack, Compose for modern UI, Retrofit for API calls, Room for local storage, and navigation ar

• angular-module-design · Skill · 307 stars

  Design Angular modules using feature modules, lazy loading, and dependency injection. Use when organizing large Angular applications with proper separation

• Anomaly Detection · Skill · 307 stars

  Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality m

• ansible-automation · Skill · 307 stars

  Infrastructure automation and configuration management using Ansible playbooks, roles, and inventory. Use for deploying applications, patching, and managin

• api-authentication · Skill · 307 stars

  Implement secure API authentication with JWT, OAuth 2.0, API keys, and session management. Use when securing APIs, managing tokens, or implementing user au

• api-changelog-versioning · Skill · 307 stars

  Document API changes, breaking changes, migration guides, and version history for APIs. Use when documenting API versioning, breaking changes, or creating

• api-contract-testing · Skill · 307 stars

  Verify API contracts between services to ensure compatibility and prevent breaking changes. Use for contract testing, Pact, API contract validation, schema

• api-error-handling · Skill · 307 stars

  Implement comprehensive API error handling with standardized error responses, logging, monitoring, retry logic, and validation patterns. Use when building

• api-filtering-sorting · Skill · 307 stars

  Implement advanced filtering and sorting capabilities for APIs with query parsing, field validation, and optimization. Use when building search features, c

• api-gateway-configuration · Skill · 307 stars

  Configure API gateways for routing, authentication, rate limiting, and request/response transformation. Use when deploying microservices, setting up revers

• api-pagination · Skill · 307 stars

  Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination. Use when returning collections, manag

• api-rate-limiting · Skill · 307 stars

  Implement API rate limiting strategies using token bucket, sliding window, and fixed window algorithms. Use when protecting APIs from abuse, managing traff

• api-reference-documentation · Skill · 307 stars

  Create comprehensive API reference documentation with OpenAPI/Swagger specs, REST endpoints, authentication, examples, and SDKs. Use when documenting REST

• api-response-optimization · Skill · 307 stars

  Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.

• api-security-hardening · Skill · 307 stars

  Secure REST APIs with authentication, rate limiting, CORS, input validation, and security middleware. Use when building or hardening API endpoints against

• api-versioning-strategy · Skill · 307 stars

  Implement API versioning strategies including URL versioning, header versioning, backward compatibility, deprecation strategies, and migration guides. Use

• app-store-deployment · Skill · 307 stars

  Deploy iOS and Android apps to App Store and Google Play. Covers signing, versioning, build configuration, submission process, and release management.

• application-logging · Skill · 307 stars

  Implement structured logging across applications with log aggregation and centralized analysis. Use when setting up application logging, implementing ELK s

• architecture-diagrams · Skill · 307 stars

  Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when documenting architecture, system design,

• artifact-management · Skill · 307 stars

  Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies.

• autoscaling-configuration · Skill · 307 stars

  Configure autoscaling for Kubernetes, VMs, and serverless workloads based on metrics, schedules, and custom indicators.

• aws-cloudfront-cdn · Skill · 307 stars

  Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content deliver

• aws-ec2-setup · Skill · 307 stars

  Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.

• aws-lambda-functions · Skill · 307 stars

  Create and deploy serverless functions using AWS Lambda with event sources, permissions, layers, and environment configuration. Use for event-driven comput

• aws-rds-database · Skill · 307 stars

  Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for PostgreSQL, MySQL, MariaDB, and Oracle.

• aws-s3-management · Skill · 307 stars

  Manage S3 buckets with versioning, encryption, access control, lifecycle policies, and replication. Use for object storage, static sites, and data lakes.

• azure-app-service · Skill · 307 stars

  Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots, SSL/TLS, and monitoring. Use for hosting web applications on Azure.

• azure-functions · Skill · 307 stars

  Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructur

• background-job-processing · Skill · 307 stars

  Implement background job processing systems with task queues, workers, scheduling, and retry mechanisms. Use when handling long-running tasks, sending emai

• backup-disaster-recovery · Skill · 307 stars

  Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.

• batch-processing-jobs · Skill · 307 stars

  Implement robust batch processing systems with job queues, schedulers, background tasks, and distributed workers. Use when processing large datasets, sched

• blue-green-deployment · Skill · 307 stars

  Implement blue-green deployment strategies for zero-downtime releases with instant rollback capability and traffic switching between environments.

• browser-debugging · Skill · 307 stars

  Debug client-side issues using browser developer tools. Identify JavaScript errors, styling issues, and performance problems in the browser.

• bundle-size-optimization · Skill · 307 stars

  Reduce JavaScript and CSS bundle sizes through code splitting, tree shaking, and optimization techniques. Improve load times and overall application perfor

• business-case-development · Skill · 307 stars

  Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage risks, and present compelling ROI argume

• caching-strategy · Skill · 307 stars

  Implement efficient caching strategies using Redis, Memcached, CDN, and cache invalidation patterns. Use when optimizing application performance, reducing

• canary-deployment · Skill · 307 stars

  Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

• capacity-planning · Skill · 307 stars

  Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintain

• Causal Inference · Skill · 307 stars

  Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects

• changelog-maintenance · Skill · 307 stars

  Maintain comprehensive changelogs and release notes following Keep a Changelog format. Use when documenting version history, release notes, or tracking cha

• cicd-pipeline-setup · Skill · 307 stars

  Design and implement CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, or CircleCI. Use for automated testing, building, and deployment workflows.

• circuit-breaker-pattern · Skill · 307 stars

  Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling

• Classification Modeling · Skill · 307 stars

  Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classifica

• cloud-cost-management · Skill · 307 stars

  Optimize and manage cloud costs across AWS, Azure, and GCP using reserved instances, spot pricing, and cost monitoring tools.

• cloud-migration-planning · Skill · 307 stars

  Plan and execute cloud migrations with assessment, database migration, application refactoring, and cutover strategies across AWS, Azure, and GCP.

• cloud-security-configuration · Skill · 307 stars

  Implement comprehensive cloud security across AWS, Azure, and GCP with IAM, encryption, network security, compliance, and threat detection.

• cloud-storage-optimization · Skill · 307 stars

  Optimize cloud storage across AWS S3, Azure Blob, and GCP Cloud Storage with compression, partitioning, lifecycle policies, and cost management.

• Clustering Analysis · Skill · 307 stars

  Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised lear

• code-documentation · Skill · 307 stars

  Write comprehensive code documentation including JSDoc, Python docstrings, inline comments, function documentation, and API comments. Use when documenting

• code-generation-template · Skill · 307 stars

  Generate code from templates and patterns including scaffolding, boilerplate generation, AST-based code generation, and template engines. Use when generati

• code-metrics-analysis · Skill · 307 stars

  Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools. Use when assessing code quality, identifying ref

• code-review-analysis · Skill · 307 stars

  Perform comprehensive code reviews with best practices, security checks, and constructive feedback. Use when reviewing pull requests, analyzing code qualit

• Cohort Analysis · Skill · 307 stars

  Track and analyze user cohorts over time, calculate retention rates, and identify behavioral patterns for customer lifecycle and retention analysis

• color-accessibility · Skill · 307 stars

  Design color palettes that are accessible to all users including those with color blindness. Ensure sufficient contrast, meaningful use of color, and inclu

• competitor-analysis · Skill · 307 stars

  Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insigh

• Computer Vision · Skill · 307 stars

  Implement computer vision tasks including image classification, object detection, segmentation, and pose estimation using PyTorch and TensorFlow

• concurrency-patterns · Skill · 307 stars

  Implement thread-safe code, mutexes, semaphores, async/await patterns, and concurrent data structures. Use when handling parallel operations, race conditio

• configuration-management · Skill · 307 stars

  Manage application configuration including environment variables, settings management, configuration hierarchies, secret management, feature flags, and 12-

• container-debugging · Skill · 307 stars

  Debug Docker containers and containerized applications. Diagnose deployment issues, container lifecycle problems, and resource constraints.

• container-registry-management · Skill · 307 stars

  Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.

• continuous-testing · Skill · 307 stars

  Integrate automated testing into CI/CD pipelines for continuous quality feedback. Use for continuous testing, CI testing, automated testing pipelines, test

• Correlation Analysis · Skill · 307 stars

  Measure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationsh

• correlation-tracing · Skill · 307 stars

  Implement distributed tracing with correlation IDs, trace propagation, and span tracking across microservices. Use when debugging distributed systems, moni

• cpu-profiling · Skill · 307 stars

  Profile CPU usage to identify hot spots and bottlenecks. Optimize code paths consuming most CPU time for better performance and resource efficiency.

• cross-platform-compatibility · Skill · 307 stars

  Handle cross-platform compatibility including file paths, environment detection, platform-specific dependencies, and testing across Windows, macOS, and Lin

• csrf-protection · Skill · 307 stars

  Implement Cross-Site Request Forgery (CSRF) protection using tokens, SameSite cookies, and origin validation. Use when building forms and state-changing op

• css-architecture · Skill · 307 stars

  Organize CSS using BEM, SMACSS, and CSS-in-JS patterns. Use when building scalable, maintainable styling systems with proper naming conventions.

• Data Cleaning Pipeline · Skill · 307 stars

  Build robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and dat

• Data Visualization · Skill · 307 stars

  Create effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business stakeh

• data-encryption · Skill · 307 stars

  Implement strong encryption using AES, RSA, TLS, and proper key management. Use when securing data at rest, in transit, or implementing end-to-end encrypti

• data-migration-scripts · Skill · 307 stars

  Create safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments. Use when changing database s

• data-replication-setup · Skill · 307 stars

  Set up database replication for high availability and disaster recovery. Use when configuring master-slave replication, multi-master setups, or replication

• database-backup-restore · Skill · 307 stars

  Implement backup and restore strategies for disaster recovery. Use when creating backup plans, testing restore procedures, or setting up automated backups.

• database-indexing-strategy · Skill · 307 stars

  Design and implement database indexing strategies. Use when creating indexes, choosing index types, or optimizing index performance in PostgreSQL and MySQL

• database-migration-management · Skill · 307 stars

  Manage database migrations and schema versioning. Use when planning migrations, version control, rollback strategies, or data transformations in PostgreSQL

• database-monitoring · Skill · 307 stars

  Monitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.

• database-performance-debugging · Skill · 307 stars

  Debug database performance issues through query analysis, index optimization, and execution plan review. Identify and fix slow queries.

• database-query-optimization · Skill · 307 stars

  Improve database query performance through indexing, query optimization, and execution plan analysis. Reduce response times and database load.

• database-schema-design · Skill · 307 stars

  Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data mode

• database-schema-documentation · Skill · 307 stars

  Document database schemas, ERD diagrams, table relationships, indexes, and constraints. Use when documenting database schema, creating ERD diagrams, or wri

• database-sharding · Skill · 307 stars

  Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded a

• dependency-management · Skill · 307 stars

  Manage project dependencies across languages including npm install, package versioning, dependency conflicts, security scanning, and lock files. Use when d

• dependency-tracking · Skill · 307 stars

  Map, track, and manage project dependencies across teams, systems, and organizations. Identify critical path items and prevent blocking issues through proa

• deployment-automation · Skill · 307 stars

  Automate deployments across environments using Helm, Terraform, and ArgoCD. Implement blue-green deployments, canary releases, and rollback strategies.

• deployment-documentation · Skill · 307 stars

  Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure doc

• design-handoff · Skill · 307 stars

  Prepare designs for development handoff. Document specifications, interactions, and assets to enable efficient development and maintain design quality.

• design-patterns-implementation · Skill · 307 stars

  Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems. Use when refactoring code architecture, i

• design-system-creation · Skill · 307 stars

  Build comprehensive design systems with components, patterns, and guidelines. Enable consistent design, faster development, and better collaboration across

• developer-onboarding · Skill · 307 stars

  Create comprehensive developer onboarding documentation including setup guides, README files, contributing guidelines, and getting started tutorials. Use w

• Dimensionality Reduction · Skill · 307 stars

  Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and computational efficiency

• disaster-recovery-testing · Skill · 307 stars

  Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.

• distributed-tracing · Skill · 307 stars

  Implement distributed tracing with Jaeger and Zipkin for tracking requests across microservices. Use when debugging distributed systems, tracking request f

• django-application · Skill · 307 stars

  Develop production-grade Django applications with models, views, ORM queries, authentication, and admin interfaces. Use when building web applications, man

• dns-management · Skill · 307 stars

  Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.

• docker-containerization · Skill · 307 stars

  Create optimized Docker containers with multi-stage builds, security best practices, and minimal image sizes. Use when containerizing applications, creatin

• documentation-site-setup · Skill · 307 stars

  Set up documentation websites using Docusaurus, MkDocs, VitePress, GitBook, or static site generators. Use when creating docs sites, setting up documentati

• e2e-testing-automation · Skill · 307 stars

  Build end-to-end automated tests that simulate real user interactions across the full application stack. Use for E2E test, Selenium, Cypress, Playwright, b

• email-service-integration · Skill · 307 stars

  Integrate email services with backends using SMTP, third-party providers, templates, and asynchronous sending. Use when implementing email functionality, s

• error-tracking · Skill · 307 stars

  Implement error tracking with Sentry for automatic exception monitoring, release tracking, and performance issues. Use when setting up error monitoring, tr

• event-sourcing · Skill · 307 stars

  Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit trails, temporal queries, or systems re

• Exploratory Data Analysis · Skill · 307 stars

  Discover patterns, distributions, and relationships in data through visualization, summary statistics, and hypothesis generation for exploratory data analy

• fastapi-development · Skill · 307 stars

  Build high-performance FastAPI applications with async routes, validation, dependency injection, security, and automatic API documentation. Use when develo

• Feature Engineering · Skill · 307 stars

  Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for improved model performance and interpre

• feature-flag-system · Skill · 307 stars

  Implement feature flags (toggles) for controlled feature rollouts, A/B testing, canary deployments, and kill switches. Use when deploying new features grad

• file-upload-handling · Skill · 307 stars

  Implement secure file upload handling with validation, virus scanning, storage management, and serving files efficiently. Use when building file upload fea

• flask-api-development · Skill · 307 stars

  Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful API

• flutter-development · Skill · 307 stars

  Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, API integration, and mat

• form-validation · Skill · 307 stars

  Implement form validation using React Hook Form, Formik, Vee-Validate, and custom validators. Use when building robust form handling with real-time validat

• frontend-accessibility · Skill · 307 stars

  Implement WCAG compliance using semantic HTML, ARIA, keyboard navigation, and screen reader support. Use when building inclusive applications for all users

• frontend-routing · Skill · 307 stars

  Implement client-side routing using React Router, Vue Router, and Angular Router. Use when building multi-page applications with navigation and route prote

• frontend-state-management · Skill · 307 stars

  Manage application state using Redux, MobX, Zustand, and Context API. Use when centralizing state for complex applications with multiple components.

• frontend-testing · Skill · 307 stars

  Implement comprehensive frontend testing using Jest, Vitest, React Testing Library, and Cypress. Use when building robust test suites for UI and integratio

• Funnel Analysis · Skill · 307 stars

  Analyze user conversion funnels, identify drop-off points, and optimize conversion rates for conversion optimization and user flow analysis

• gap-analysis · Skill · 307 stars

  Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements a

• gcp-cloud-functions · Skill · 307 stars

  Deploy serverless functions on Google Cloud Platform with triggers, IAM roles, environment variables, and monitoring. Use for event-driven computing on GCP

• gcp-cloud-run · Skill · 307 stars

  Deploy containerized applications on Google Cloud Run with automatic scaling, traffic management, and service mesh integration. Use for container-based ser

• git-hooks-setup · Skill · 307 stars

  Implement Git hooks using Husky, pre-commit, and custom scripts. Enforce code quality, linting, and testing before commits and pushes.

• git-workflow-strategy · Skill · 307 stars

  Master Git workflows including GitFlow, GitHub Flow, Trunk-Based Development. Configure branches, merge strategies, and collaboration patterns for team env

• github-actions-workflow · Skill · 307 stars

  Build comprehensive GitHub Actions workflows for CI/CD, testing, security, and deployment. Master workflows, jobs, steps, and conditional execution.

• gitlab-cicd-pipeline · Skill · 307 stars

  Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker integration, and deployment strategies.

• graceful-shutdown · Skill · 307 stars

  Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests, and clean up resources properly. Use when

• grafana-dashboard · Skill · 307 stars

  Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations,

• graphql-implementation · Skill · 307 stars

  Design and implement GraphQL APIs with schema design, resolvers, queries, mutations, subscriptions, and best practices. Use when building GraphQL servers,

• grpc-service-development · Skill · 307 stars

  Build high-performance gRPC services with Protocol Buffers, bidirectional streaming, and microservice communication. Use when building gRPC servers, defini

• health-check-endpoints · Skill · 307 stars

  Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load bala

• idempotency-handling · Skill · 307 stars

  Implement idempotency keys and handling to ensure operations can be safely retried without duplicate effects. Use when building payment systems, APIs with

• image-optimization · Skill · 307 stars

  Optimize images for web to reduce file size without sacrificing quality. Use compression, modern formats, and responsive techniques for faster loading.

• incident-response-plan · Skill · 307 stars

  Create and execute incident response procedures for security breaches, data leaks, and cyber attacks. Use when handling security incidents, creating respon

• information-architecture · Skill · 307 stars

  Organize and structure information for clarity and discoverability. Design navigation systems, hierarchies, and mental models that match user needs.

• infrastructure-cost-optimization · Skill · 307 stars

  Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste reduction strategies.

• infrastructure-monitoring · Skill · 307 stars

  Set up comprehensive infrastructure monitoring with Prometheus, Grafana, and alerting systems for metrics, health checks, and performance tracking.

• integration-testing · Skill · 307 stars

  Design and implement integration tests that verify component interactions, API endpoints, database operations, and external service communication. Use for

• interaction-design · Skill · 307 stars

  Design meaningful interactions and microinteractions. Create delightful user experiences through thoughtful animation, feedback, and responsive interface d

• intermittent-issue-debugging · Skill · 307 stars

  Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.

• internationalization-i18n · Skill · 307 stars

  Implement internationalization (i18n) and localization including message extraction, translation catalogs, pluralization rules, date/time/number formatting

• ios-swift-development · Skill · 307 stars

  Develop native iOS apps with Swift. Covers MVVM architecture, SwiftUI, URLSession for networking, Combine for reactive programming, and Core Data persisten

• jenkins-pipeline · Skill · 307 stars

  Build Jenkins declarative and scripted pipelines with stages, agents, parameters, and plugins. Implement multi-branch pipelines and deployment automation.

• kpi-dashboard-design · Skill · 307 stars

  Design and build dashboards that track key performance indicators. Select relevant metrics, visualize data effectively, and communicate insights to stakeho

• kubernetes-deployment · Skill · 307 stars

  Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production workloads, resource management, and rolling

• load-balancer-setup · Skill · 307 stars

  Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and high availability.

• log-aggregation · Skill · 307 stars

  Implement centralized logging with ELK Stack, Loki, or Splunk for log collection, parsing, storage, and analysis across infrastructure.

• log-analysis · Skill · 307 stars

  Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and structured logging for effective debugging

• logging-best-practices · Skill · 307 stars

  Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII handling, and centralized logging. Use for l

• markdown-documentation · Skill · 307 stars

  Master markdown formatting, GitHub Flavored Markdown, README files, and documentation formatting. Use when writing markdown docs, READMEs, or formatting do

• memory-leak-detection · Skill · 307 stars

  Detect and fix memory leaks using heap snapshots, memory profiling, and leak detection tools. Use when investigating memory growth, OOM errors, or optimizi

• memory-optimization · Skill · 307 stars

  Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve efficiency for better performance and reliabilit

• microservices-architecture · Skill · 307 stars

  Design and implement microservices architecture including service boundaries, communication patterns, API gateways, service mesh, service discovery, and di

• ML Model Explanation · Skill · 307 stars

  Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability

• ML Model Training · Skill · 307 stars

  Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression, and clustering tasks

• ML Pipeline Automation · Skill · 307 stars

  Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins

• mobile-app-debugging · Skill · 307 stars

  Debug issues specific to mobile applications including platform-specific problems, device constraints, and connectivity issues.

• mobile-app-testing · Skill · 307 stars

  Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests, performance testing, and test automation w

• mobile-first-design · Skill · 307 stars

  Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly across all device sizes.

• mobile-offline-support · Skill · 307 stars

  Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers AsyncStorage, Realm, SQLite, and background sync p

• mocking-stubbing · Skill · 307 stars

  Create and manage mocks, stubs, spies, and test doubles for isolating unit tests from external dependencies. Use for mock, stub, spy, test double, Mockito,

• Model Deployment · Skill · 307 stars

  Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks

• Model Hyperparameter Tuning · Skill · 307 stars

  Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like Optuna and Hyperopt

• Model Monitoring · Skill · 307 stars

  Monitor model performance, detect data drift, concept drift, and anomalies in production using Prometheus, Grafana, and MLflow

• monorepo-management · Skill · 307 stars

  Manage monorepo architectures using Lerna, Turborepo, and Nx. Configure workspaces, dependency versioning, and cross-package testing.

• multi-cloud-strategy · Skill · 307 stars

  Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.

• mutation-testing · Skill · 307 stars

  Evaluate test suite quality by introducing code mutations and verifying tests catch them. Use for mutation testing, test quality, mutant detection, Stryker

• Natural Language Processing · Skill · 307 stars

  Build NLP applications using transformers library, BERT, GPT, text classification, named entity recognition, and sentiment analysis

• Network Analysis · Skill · 307 stars

  Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures

• network-debugging · Skill · 307 stars

  Debug network issues using browser tools and network analysis. Diagnose connection problems, latency, and data transmission issues.

• network-security-groups · Skill · 307 stars

  Configure network security groups and firewall rules to control inbound/outbound traffic and implement network segmentation.

• Neural Network Design · Skill · 307 stars

  Design and architect neural networks with various architectures including CNNs, RNNs, Transformers, and attention mechanisms using PyTorch and TensorFlow

• nginx-configuration · Skill · 307 stars

  Configure Nginx web server for high-performance reverse proxy, load balancing, SSL/TLS, caching, and API gateway functionality.

• nodejs-express-server · Skill · 307 stars

  Build production-ready Express.js servers with middleware, authentication, routing, and database integration. Use when creating REST APIs, managing request

• nosql-database-design · Skill · 307 stars

  Design NoSQL database schemas for MongoDB and DynamoDB. Use when modeling document structures, designing collections, or planning NoSQL data architectures.

• oauth-implementation · Skill · 307 stars

  Implement secure OAuth 2.0, OpenID Connect (OIDC), JWT authentication, and SSO integration. Use when building secure authentication systems for web and mob

• payment-gateway-integration · Skill · 307 stars

  Integrate payment gateways like Stripe, PayPal, and Square with backends for payment processing, subscription management, and webhook handling. Use when bu

• penetration-testing · Skill · 307 stars

  Ethical hacking and security testing methodologies using penetration testing tools, exploit frameworks, and manual security validation. Use when assessing

• performance-regression-debugging · Skill · 307 stars

  Identify and debug performance regressions from code changes. Use comparison and profiling to locate what degraded performance and restore baseline metrics

• performance-testing · Skill · 307 stars

  Design and execute performance tests to measure response times, throughput, and resource utilization. Use for performance test, load test, JMeter, k6, benc

• polyglot-integration · Skill · 307 stars

  Integrate multiple programming languages using FFI, native bindings, gRPC, or language bridges. Use when combining strengths of different languages or inte

• process-mapping · Skill · 307 stars

  Visualize and document current and future business processes. Identify inefficiencies, dependencies, and improvement opportunities through detailed process

• profiling-optimization · Skill · 307 stars

  Profile application performance, identify bottlenecks, and optimize hot paths using CPU profiling, flame graphs, and benchmarking. Use when investigating p

• progressive-web-app · Skill · 307 stars

  Build progressive web apps using service workers, web manifest, offline support, and installability. Use when creating app-like web experiences.

• project-estimation · Skill · 307 stars

  Estimate project scope, timeline, and resource requirements using multiple estimation techniques including bottom-up, top-down, and analogous estimation me

• prometheus-monitoring · Skill · 307 stars

  Set up Prometheus monitoring for applications with custom metrics, scraping configurations, and service discovery. Use when implementing time-series metric

• property-based-testing · Skill · 307 stars

  Design property-based tests that verify code properties hold for all inputs using automatic test case generation. Use for property-based, QuickCheck, hypot

• pull-request-automation · Skill · 307 stars

  Automate pull request workflows with templates, checklists, auto-merge rules, and review assignments. Reduce manual overhead and improve consistency.

• push-notification-setup · Skill · 307 stars

  Implement push notifications for iOS and Android. Covers Firebase Cloud Messaging, Apple Push Notification service, handling notifications, and backend int

• query-caching-strategies · Skill · 307 stars

  Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or optimizing database query response tim

• rate-limiting-implementation · Skill · 307 stars

  Implement rate limiting, throttling, API quotas, and backpressure mechanisms to protect services from abuse and ensure fair resource usage. Use when buildi

• react-component-architecture · Skill · 307 stars

  Design scalable React components using functional components, hooks, composition patterns, and TypeScript. Use when building reusable component libraries a

• react-native-app · Skill · 307 stars

  Build cross-platform mobile apps with React Native. Covers navigation with React Navigation, state management with Redux/Context API, API integration, and

• reactive-programming · Skill · 307 stars

  Implement reactive programming patterns using RxJS, streams, observables, and backpressure handling. Use when building event-driven UIs, handling async dat

• real-time-features · Skill · 307 stars

  Implement real-time functionality using WebSockets, Server-Sent Events (SSE), or long polling. Use when building chat applications, live dashboards, collab

• Recommendation Engine · Skill · 307 stars

  Build recommendation systems using collaborative filtering, content-based filtering, matrix factorization, and neural network approaches

• Recommendation System · Skill · 307 stars

  Build collaborative and content-based recommendation engines for product recommendations, personalization, and improving user engagement

• refactor-legacy-code · Skill · 307 stars

  Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code, reduce technical debt, modernize deprecated

• Regression Modeling · Skill · 307 stars

  Build predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction, trend forecasting, and relati

• release-planning · Skill · 307 stars

  Plan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback procedures, and stakeholder communicat

• requirements-gathering · Skill · 307 stars

  Systematically collect, document, and validate requirements from stakeholders. Ensure clarity, completeness, and agreement before development begins to red

• responsive-web-design · Skill · 307 stars

  Create responsive layouts using CSS Grid, Flexbox, media queries, and mobile-first design. Use when building adaptive interfaces that work across all devic

• rest-api-design · Skill · 307 stars

  Design RESTful APIs following best practices for resource modeling, HTTP methods, status codes, versioning, and documentation. Use when creating new APIs,

• retrospective-facilitation · Skill · 307 stars

  Facilitate effective retrospectives to capture lessons learned, celebrate successes, and identify actionable improvements for future iterations.

• risk-assessment · Skill · 307 stars

  Identify, analyze, and prioritize project risks using qualitative and quantitative methods. Develop mitigation strategies to minimize impact and maximize p

• root-cause-analysis · Skill · 307 stars

  Conduct systematic root cause analysis to identify underlying problems. Use structured methodologies to prevent recurring issues and drive improvements.

• ruby-rails-application · Skill · 307 stars

  Develop Ruby on Rails applications with models, controllers, views, Active Record ORM, authentication, and RESTful routes. Use when building Rails applicat

• runbook-creation · Skill · 307 stars

  Create operational runbooks, playbooks, standard operating procedures (SOPs), and incident response guides. Use when documenting operational procedures, on

• secrets-management · Skill · 307 stars

  Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential storage and rotation.

• secrets-rotation · Skill · 307 stars

  Implement automated secrets rotation for API keys, credentials, certificates, and encryption keys. Use when managing secrets lifecycle, compliance requirem

• security-audit-logging · Skill · 307 stars

  Implement comprehensive security audit logging for compliance, forensics, and SIEM integration. Use when building audit trails, compliance logging, or secu

• security-compliance-audit · Skill · 307 stars

  Conduct comprehensive security compliance audits for SOC 2, GDPR, HIPAA, PCI-DSS, and ISO 27001. Use when preparing for certification, annual audits, or co

• security-documentation · Skill · 307 stars

  Create security policies, guidelines, compliance documentation, and security best practices. Use when documenting security policies, compliance requirement

• security-headers-configuration · Skill · 307 stars

  Configure HTTP security headers including CSP, HSTS, X-Frame-Options, and XSS protection. Use when hardening web applications against common attacks.

• security-testing · Skill · 307 stars

  Identify security vulnerabilities through SAST, DAST, penetration testing, and dependency scanning. Use for security test, vulnerability scanning, OWASP, S

• semantic-versioning · Skill · 307 stars

  Implement semantic versioning (SemVer) with automated release management. Use conventional commits, semantic-release, and version bumping strategies.

• Sentiment Analysis · Skill · 307 stars

  Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand monitoring, and customer feedback anal

• server-side-rendering · Skill · 307 stars

  Implement server-side rendering with template engines, view layers, and dynamic content generation. Use when building server-rendered applications, impleme

• serverless-architecture · Skill · 307 stars

  Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with event-driven patterns and orchestration.

• service-mesh-implementation · Skill · 307 stars

  Implement service mesh (Istio, Linkerd) for service-to-service communication, traffic management, security, and observability.

• session-management · Skill · 307 stars

  Implement secure session management systems with JWT tokens, session storage, token refresh, logout handling, and CSRF protection. Use when managing user a

• skills · Collection · 307 stars
• spring-boot-application · Skill · 307 stars

  Build enterprise Spring Boot applications with annotations, dependency injection, data persistence, REST controllers, and security. Use when developing Spr

• sql-injection-prevention · Skill · 307 stars

  Prevent SQL injection attacks using prepared statements, parameterized queries, and input validation. Use when building database-driven applications secure

• sql-query-optimization · Skill · 307 stars

  Analyze and optimize SQL queries for performance. Use when improving slow queries, reducing execution time, or analyzing query performance in PostgreSQL an

• ssl-certificate-management · Skill · 307 stars

  Manage SSL/TLS certificates with automated provisioning, renewal, and monitoring using Let's Encrypt, ACM, or Vault.

• stakeholder-communication · Skill · 307 stars

  Manage stakeholder expectations and engagement through targeted communication, regular updates, and relationship building. Tailor messaging for different s

• static-code-analysis · Skill · 307 stars

  Implement static code analysis with linters, formatters, and security scanners to catch bugs early. Use when enforcing code standards, detecting security v

• Statistical Hypothesis Testing · Skill · 307 stars

  Conduct statistical tests including t-tests, chi-square, ANOVA, and p-value analysis for statistical significance, hypothesis validation, and A/B testing

• stored-procedures · Skill · 307 stars

  Implement stored procedures and functions for database logic. Use when creating reusable database routines, complex queries, or server-side calculations.

• stress-testing · Skill · 307 stars

  Test system behavior under extreme load conditions to identify breaking points, capacity limits, and failure modes. Use for stress test, capacity testing,

• Survival Analysis · Skill · 307 stars

  Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models

• synthetic-monitoring · Skill · 307 stars

  Implement synthetic monitoring and automated testing to simulate user behavior and detect issues before users. Use when creating end-to-end test scenarios,

• technical-debt-assessment · Skill · 307 stars

  Assess, quantify, and prioritize technical debt using code analysis, metrics, and impact analysis. Use when planning refactoring, evaluating codebases, or

• technical-roadmap-planning · Skill · 307 stars

  Create comprehensive technical roadmaps aligned with business goals. Plan technology investments, architecture evolution, and infrastructure improvements o

• technical-specification · Skill · 307 stars

  Create detailed technical specifications, requirements documents, design documents, and system architecture specs. Use when writing technical specs, requir

• terraform-infrastructure · Skill · 307 stars

  Infrastructure as Code using Terraform with modular components, state management, and multi-cloud deployments. Use for provisioning and managing cloud reso

• test-automation-framework · Skill · 307 stars

  Design and implement scalable test automation frameworks with Page Object Model, fixtures, and reporting. Use for test framework, page object pattern, test

• test-data-generation · Skill · 307 stars

  Generate realistic, consistent test data using factories, fixtures, and fake data libraries. Use for test data, fixtures, mock data, faker, test builders,

• third-party-integration · Skill · 307 stars

  Integrate external APIs and services with error handling, retry logic, and data transformation. Use when connecting to payment processors, messaging servic

• Time Series Analysis · Skill · 307 stars

  Analyze temporal data patterns including trends, seasonality, autocorrelation, and forecasting for time series decomposition, trend analysis, and forecasti

• transaction-management · Skill · 307 stars

  Manage database transactions for data consistency. Use when implementing ACID compliance, handling concurrency, or managing transaction isolation levels.

• troubleshooting-guide · Skill · 307 stars

  Create comprehensive troubleshooting guides, FAQ documents, known issues lists, and debug guides. Use when documenting common problems, error messages, or

• unit-testing-framework · Skill · 307 stars

  Write comprehensive unit tests with high coverage using testing frameworks like Jest, pytest, JUnit, or RSpec. Use when writing tests for functions, classe

• uptime-monitoring · Skill · 307 stars

  Implement uptime monitoring and status page systems for tracking service availability. Use when monitoring application uptime, creating status pages, or im

• useful-ai-prompts · Collection · 307 stars
• user-guide-creation · Skill · 307 stars

  Create comprehensive user guides, tutorials, how-to documentation, and step-by-step instructions with screenshots and examples. Use when writing user docum

• user-persona-creation · Skill · 307 stars

  Create detailed user personas based on research and data. Develop realistic representations of target users to guide product decisions and ensure user-cent

• user-research-analysis · Skill · 307 stars

  Analyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actio

• user-story-writing · Skill · 307 stars

  Write effective user stories that capture requirements from the user's perspective. Create clear stories with detailed acceptance criteria to guide develop

• visual-regression-testing · Skill · 307 stars

  Detect unintended visual changes in UI by comparing screenshots across versions. Use for visual regression, screenshot diff, Percy, Chromatic, UI testing,

• vue-application-structure · Skill · 307 stars

  Structure Vue 3 applications using Composition API, component organization, and TypeScript. Use when building scalable Vue applications with proper separat

• vulnerability-scanning · Skill · 307 stars

  Automated vulnerability detection using OWASP tools, CVE databases, and security scanners. Use when performing security audits, compliance checks, or conti

• web-performance-audit · Skill · 307 stars

  Conduct comprehensive web performance audits. Measure page speed, identify bottlenecks, and recommend optimizations to improve user experience and SEO.

• web-performance-optimization · Skill · 307 stars

  Optimize web application performance using code splitting, lazy loading, caching, compression, and monitoring. Use when improving Core Web Vitals and user

• webhook-development · Skill · 307 stars

  Implement webhook systems for event-driven integration with retry logic, signature verification, and delivery guarantees. Use when creating event notificat

• webhook-integration · Skill · 307 stars

  Implement secure webhook systems for event-driven integrations, including signature verification, retry logic, and delivery guarantees. Use when building t

• websocket-implementation · Skill · 307 stars

  Implement real-time bidirectional communication with WebSockets including connection management, message routing, and scaling. Use when building real-time

• wireframe-prototyping · Skill · 307 stars

  Create wireframes and interactive prototypes to visualize user interfaces and gather feedback early. Use tools and techniques to communicate design ideas b

• xss-prevention · Skill · 307 stars

  Prevent Cross-Site Scripting (XSS) attacks through input sanitization, output encoding, and Content Security Policy. Use when handling user-generated conte

• zero-trust-architecture · Skill · 307 stars

  Implement Zero Trust security model with identity verification, microsegmentation, least privilege access, and continuous monitoring. Use when building sec

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