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ancoleman/ai-design-components

76 skills · 6.1K combined installs

Skills from this source

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Skill
Source
8W Activity
Installs
1
using-vector-databases Vector database implementation for AI/ML applications, semantic search, and RAG systems. Use when building chatbots, …
ancoleman/ai-design-components
63
2
building-ci-pipelines Constructs secure, efficient CI/CD pipelines with supply chain security (SLSA), monorepo optimization, caching strate…
ancoleman/ai-design-components
62
3
assembling-components Assembles component outputs from AI Design Components skills into unified, production-ready component systems with va…
ancoleman/ai-design-components
61
4
deploying-on-azure Design and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, net…
ancoleman/ai-design-components
61
5
managing-media Implements media and file management components including file upload (drag-drop, multi-file, resumable), image galle…
ancoleman/ai-design-components
61
6
managing-vulnerabilities Implementing multi-layer security scanning (container, SAST, DAST, SCA, secrets), SBOM generation, and risk-based vul…
ancoleman/ai-design-components
61
7
resource-tagging Apply and enforce cloud resource tagging strategies across AWS, Azure, GCP, and Kubernetes for cost allocation, owner…
ancoleman/ai-design-components
61
8
deploying-on-aws Selecting and implementing AWS services and architectural patterns. Use when designing AWS cloud architectures, choos…
ancoleman/ai-design-components
60
9
managing-dns Manage DNS records, TTL strategies, and DNS-as-code automation for infrastructure. Use when configuring domain resolu…
ancoleman/ai-design-components
60
10
ai-data-engineering Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML featu…
ancoleman/ai-design-components
59
11
designing-apis Design APIs that are secure, scalable, and maintainable using RESTful, GraphQL, and event-driven patterns. Use when d…
ancoleman/ai-design-components
59
12
generating-documentation Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphi…
ancoleman/ai-design-components
59
13
implementing-compliance Implement and maintain compliance with SOC 2, HIPAA, PCI-DSS, and GDPR using unified control mapping, policy-as-code …
ancoleman/ai-design-components
59
14
ingesting-data Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases. Use w…
ancoleman/ai-design-components
59
15
deploying-applications Deployment patterns from Kubernetes to serverless and edge functions. Use when deploying applications, setting up CI/…
ancoleman/ai-design-components
58
16
optimizing-costs Optimize cloud infrastructure costs through FinOps practices, commitment discounts, right-sizing, and automated cost …
ancoleman/ai-design-components
58
17
managing-incidents Guide incident response from detection to post-mortem using SRE principles, severity classification, on-call manageme…
ancoleman/ai-design-components
56
18
transforming-data Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orch…
ancoleman/ai-design-components
56
19
using-document-databases Document database implementation for flexible schema applications. Use when building content management, user profile…
ancoleman/ai-design-components
56
20
load-balancing-patterns When distributing traffic across multiple servers or regions, use this skill to select and configure the appropriate …
ancoleman/ai-design-components
55
21
managing-configuration Guide users through creating, managing, and testing server configuration automation using Ansible. When automating se…
ancoleman/ai-design-components
55
22
operating-kubernetes Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, stora…
ancoleman/ai-design-components
55
23
implementing-gitops Implement GitOps continuous delivery for Kubernetes using ArgoCD or Flux. Use for automated deployments with Git as s…
ancoleman/ai-design-components
54
24
writing-infrastructure-code Managing cloud infrastructure using declarative and imperative IaC tools. Use when provisioning cloud resources (Terr…
ancoleman/ai-design-components
54
25
model-serving LLM and ML model deployment for inference. Use when serving models in production, building AI APIs, or optimizing inf…
ancoleman/ai-design-components
53
26
implementing-service-mesh Implement production-ready service mesh deployments with Istio, Linkerd, or Cilium. Configure mTLS, authorization pol…
ancoleman/ai-design-components
51
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