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ancoleman skills

Find 76 skills from 1 repo created by ancoleman on GitHub.

1 repo
76 skills
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using-vector-databases

ancoleman/ai-design-components

278
This skill helps you design and implement vector DB powered RAG and semantic search workflows across Python and TypeScript.
planning-disaster-recovery

ancoleman/ai-design-components

278
This skill helps design and validate disaster recovery plans with RTO/RPO targets, cross-region replication, and chaotic testing to ensure resilience.
writing-dockerfiles

ancoleman/ai-design-components

278
This skill helps you write optimized, secure multi-stage Dockerfiles across languages, improving image size, security, and deployment speed.
using-graph-databases

ancoleman/ai-design-components

278
This skill helps you design and implement graph databases for relationship-rich applications, boosting traversal efficiency, pattern matching, and multi-model
using-timeseries-databases

ancoleman/ai-design-components

278
This skill helps you design and implement time-series data stores and dashboards by selecting appropriate TSDBs, downsampling, and retention strategies.
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writing-infrastructure-code

ancoleman/ai-design-components

278
This skill helps you design and manage cloud infrastructure with IaC tools, enabling reusable modules, safe state handling, and scalable deployment workflows.
building-ai-chat

ancoleman/ai-design-components

278
This skill helps you build AI chat interfaces with streaming, context management, and multi-modal support for chatbots and assistants.
architecting-networks

ancoleman/ai-design-components

278
This skill helps you design secure, scalable cloud network architectures across AWS, GCP, and Azure, guiding VPC patterns and zero trust.
configuring-firewalls

ancoleman/ai-design-components

278
This skill helps you configure host-based and cloud firewall rules with practical patterns for web, database, and bastion scenarios.
configuring-nginx

ancoleman/ai-design-components

278
This skill helps you configure nginx for static sites, reverse proxies, load balancing, and TLS with security best practices.
creating-dashboards

ancoleman/ai-design-components

278
This skill helps you build cohesive dashboards by composing KPI cards, charts, filters, and real-time widgets into responsive analytics interfaces.
debugging-techniques

ancoleman/ai-design-components

278
This skill guides production-safe debugging across languages and containers, enabling breakpoints, remote access, and correlation tracing to diagnose issues
implementing-api-patterns

ancoleman/ai-design-components

278
This skill helps design and implement REST, GraphQL, gRPC, and tRPC APIs with framework guidance, patterns, and OpenAPI documentation.
implementing-compliance

ancoleman/ai-design-components

278
This skill helps implementing-compliance by unifying control mapping, policy-as-code, and automated evidence collection across SOC 2, HIPAA, PCI-DSS, and GDPR.
implementing-mlops

ancoleman/ai-design-components

278
This skill guides you to operationalize ML models from experimentation to production, covering tracking, registry, features, serving, pipelines, and monitoring.
ingesting-data

ancoleman/ai-design-components

278
This skill guides data ingestion across cloud storage, files, APIs, and streaming sources, enabling reliable ETL pipelines and scalable data loading.
managing-dns

ancoleman/ai-design-components

278
This skill helps you configure and automate DNS records, TTL strategies, and DNS-as-code across providers to ensure reliable domain resolution.
resource-tagging

ancoleman/ai-design-components

278
This skill applies and enforces cloud resource tagging strategies across multi-clouds to improve cost allocation, governance, and automation.
securing-authentication

ancoleman/ai-design-components

278
This skill helps you implement modern authentication, authorization, and API security across languages, ensuring secure OAuth 2.1 flows, JWT handling, and
security-hardening

ancoleman/ai-design-components

278
This skill helps you harden production infrastructure across OS, containers, cloud, network, and databases using CIS benchmarks.
theming-components

ancoleman/ai-design-components

278
This skill provides a complete design token and theming system for consistent branding, theme switching, RTL support, and accessible UI.
model-serving

ancoleman/ai-design-components

278
This skill helps deploy and optimize LLM and ML model serving for production using vLLM, BentoML, Triton, LangChain, and RAG workflows.
designing-layouts

ancoleman/ai-design-components

278
This skill guides designing responsive layouts with grids, flexbox, and container queries to build adaptable, accessible interfaces.
generating-documentation

ancoleman/ai-design-components

278
This skill generates comprehensive API, code, site, ADR, and diagram documentation to accelerate developer understanding and project maintainability.
architecting-security

ancoleman/ai-design-components

278
This skill helps design comprehensive security architectures with defense-in-depth, zero trust, threat modeling, and control mappings to risk frameworks.
implementing-service-mesh

ancoleman/ai-design-components

278
This skill helps you implement production-grade service mesh deployments with Istio, Linkerd, or Cilium for secure, observable microservices.
deploying-on-gcp

ancoleman/ai-design-components

278
This skill helps you design and deploy scalable GCP architectures using Cloud Run, GKE, BigQuery, Vertex AI, and Terraform.
optimizing-costs

ancoleman/ai-design-components

278
This skill helps you reduce cloud spend using FinOps, right-sizing, and automated cost governance across multi-cloud environments.
secret-management

ancoleman/ai-design-components

278
This skill helps you securely store, rotate, and deliver secrets across Vault, cloud providers, and Kubernetes to protect applications.
using-message-queues

ancoleman/ai-design-components

278
This skill helps you design and implement asynchronous messaging using brokers like Kafka, RabbitMQ, and Redis to improve reliability and scalability.
using-document-databases

ancoleman/ai-design-components

278
This skill helps you design and implement flexible document databases across MongoDB, DynamoDB, and Firestore to accelerate schemas, indexing, and queries.
using-relational-databases

ancoleman/ai-design-components

278
This skill helps you design and implement relational databases across languages, optimizing ORM, query builders, and migrations for reliable CRUD applications.
architecting-data

ancoleman/ai-design-components

278
This skill guides you in designing modern data platforms, selecting storage, modeling, and governance patterns to optimize architecture.
writing-github-actions

ancoleman/ai-design-components

278
This skill helps you write GitHub Actions workflows with proper syntax, reusable patterns, caching, and security best practices for CI/CD.
shell-scripting

ancoleman/ai-design-components

278
This skill helps you write robust portable shell scripts with error handling, argument parsing, and testing, improving automation reliability.
designing-distributed-systems

ancoleman/ai-design-components

278
This skill helps you design scalable distributed systems by applying CAP, replication, partitioning, and resilience patterns for reliable, global services.
streaming-data

ancoleman/ai-design-components

278
This skill helps you design and implement real-time streaming pipelines with Kafka, Pulsar, Flink, and Spark across languages.
managing-git-workflows

ancoleman/ai-design-components

278
This skill helps teams design and enforce Git workflows, conventional commits, and monorepo patterns to boost collaboration and automated releases.
managing-incidents

ancoleman/ai-design-components

278
This skill guides end-to-end incident management using SRE principles, enabling faster responses, blameless post-mortems, and effective on-call practices.
operating-kubernetes

ancoleman/ai-design-components

278
This skill helps you deploy and operate Kubernetes clusters efficiently by guiding resource management, scheduling, networking, storage, security, and
administering-linux

ancoleman/ai-design-components

278
This skill empowers you to manage Linux servers, optimize performance, and troubleshoot production issues with systemd, networking, and security best practices.
ai-data-engineering

ancoleman/ai-design-components

278
This skill helps you design and implement end-to-end AI data pipelines for RAG, feature stores, and embeddings across production systems.
deploying-on-azure

ancoleman/ai-design-components

278
This skill helps you design secure, cost-efficient Azure architectures by selecting services, configuring governance, and optimizing performance across
building-ci-pipelines

ancoleman/ai-design-components

278
This skill helps you design and deploy secure, efficient CI/CD pipelines across GitHub Actions, GitLab CI, and Argo Workflows.
building-clis

ancoleman/ai-design-components

278
This skill helps you build professional command-line interfaces in Python, Go, and Rust with modern frameworks and robust argument parsing.
building-forms

ancoleman/ai-design-components

278
This skill guides building accessible, multi-step forms with validation, data typing, and UX best practices for reliable user input collection.
building-tables

ancoleman/ai-design-components

278
This skill helps you design and optimize tables and data grids across simple HTML to enterprise scales, with accessibility, performance, and responsive
deploying-applications

ancoleman/ai-design-components

278
This skill guides choosing deployment strategies across Kubernetes, serverless, and edge, and setting up IaC and GitOps for automated production.
deploying-on-aws

ancoleman/ai-design-components

278
This skill helps you design and implement AWS architectures selecting compute, storage, and well-architected patterns to optimize cost and reliability.
designing-apis

ancoleman/ai-design-components

278
This skill helps you design secure, scalable APIs across REST, GraphQL, and event-driven patterns with clear standards.
prompt-engineering

ancoleman/ai-design-components

278
This skill helps you engineer reliable LLM prompts across zero-shot, few-shot, and structured outputs for multi-model deployments.
designing-sdks

ancoleman/ai-design-components

278
This skill helps you design production-ready SDKs with robust error handling, retries, and pagination to accelerate API client development.
displaying-timelines

ancoleman/ai-design-components

278
This skill helps you design and implement timelines and activity components with accessible, real-time, responsive patterns for calendars, feeds, and Gantt
embedding-optimization

ancoleman/ai-design-components

278
This skill helps optimize embedding generation for cost, performance, and quality in RAG and semantic search systems.
testing-strategies

ancoleman/ai-design-components

278
This skill helps you design and implement balanced testing strategies across unit, integration, E2E, and contract testing for multi-language projects.
evaluating-llms

ancoleman/ai-design-components

278
This skill helps you evaluate LLM systems with automated metrics, LLM-as-judge, and benchmarks to ensure quality and safety in production.
assembling-components

ancoleman/ai-design-components

278
This skill assembles AI Design Components outputs into production-ready component systems with verified tokens and proper scaffolding for React, Next.js,
guiding-users

ancoleman/ai-design-components

278
This skill helps you design onboarding and contextual help systems that boost activation and feature adoption through guided tours and progressive disclosure.
implementing-drag-drop

ancoleman/ai-design-components

278
This skill helps you implement drag-and-drop and sortable interfaces in React/TypeScript, delivering accessible, touch-friendly interactions for kanban boards,
implementing-gitops

ancoleman/ai-design-components

278
This skill enables automated GitOps deployments to Kubernetes using declarative, pull-based pipelines with Git as the single source of truth.
implementing-navigation

ancoleman/ai-design-components

278
This skill guides implementing navigation and routing across frontend and backend, enabling accessible menus, routing patterns, and server-side configuration.
implementing-observability

ancoleman/ai-design-components

278
This skill implements production observability with OpenTelemetry across metrics, logs, and traces to boost visibility and reliability.
implementing-realtime-sync

ancoleman/ai-design-components

278
This skill helps you implement real-time sync patterns across SSE, WebSocket, CRDTs, and presence to build collaborative apps efficiently.
implementing-search-filter

ancoleman/ai-design-components

278
This skill helps you implement end-to-end search and filtering across frontend and backend, including debouncing, faceted UI, and optimized queries.
implementing-tls

ancoleman/ai-design-components

278
This skill helps you implement TLS and mTLS for secure communications, automate certificates, and debug issues across environments.
visualizing-data

ancoleman/ai-design-components

278
This skill helps you select, implement, and optimize data visualizations with accessible, high-performance charts across datasets and dashboards.
load-balancing-patterns

ancoleman/ai-design-components

278
This skill helps you select and configure the right load balancing strategy across L4/L7, cloud-managed, self-managed, and Kubernetes, with health checks and
managing-configuration

ancoleman/ai-design-components

278
This skill helps you automate server configurations with Ansible, enforce idempotency, manage secrets, test roles, and implement GitOps workflows.
managing-media

ancoleman/ai-design-components

278
This skill helps you implement comprehensive media and file management components, enabling efficient uploads, rich galleries, adaptive players, and optimized
managing-vulnerabilities

ancoleman/ai-design-components

278
This skill helps you integrate multi-layer vulnerability scanning, SBOM generation, and risk-based prioritization into CI/CD for DevSecOps security gates.
optimizing-sql

ancoleman/ai-design-components

278
This skill helps you optimize SQL query performance across PostgreSQL, MySQL, and SQL Server using explain analysis, indexing strategies, and query rewriting.
performance-engineering

ancoleman/ai-design-components

278
This skill helps you validate capacity, identify bottlenecks, and optimize response times through load testing, profiling, and targeted performance
platform-engineering

ancoleman/ai-design-components

278
This skill helps you design and implement internal developer platforms that boost DevEx through self-service templates, golden paths, and platform engineering
providing-feedback

ancoleman/ai-design-components

278
This skill standardizes user feedback and notifications across toasts, modals, and progress indicators to clearly communicate system state and actions.
siem-logging

ancoleman/ai-design-components

278
This skill helps you design and implement centralized SIEM logging, detection rules, and compliance strategies across cloud and on-prem environments.
transforming-data

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278
This skill helps you transform raw data into clean, production-ready analytical assets using dbt, pandas, polars, PySpark, and Airflow.