DevOps & Infra

paulpas Skill

Implements intelligent terraform infrastructure with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense

paulpas Skill

Implements Kyverno generate rules to automatically create or modify Kubernetes resources (ResourceQuota, LimitRange, NetworkPolicy) on namespace creation.

paulpas Skill

Validates Kubernetes Secrets meet security requirements by checking secret types, enforcing labeling standards, and preventing legacy service-account-token usage.

paulpas Skill

Implements comprehensive secure release pipeline with CVE scanning, security code review, semantic versioning for patches, and multi-stage quality gates for secure deployments.

paulpas Skill

Deploys projects to Vercel using the Vercel CLI with token-based authentication for CI/CD environments, preview deployments, and production releases.

paulpas Bundle

Cloud cost optimization analysis including AWS Cost Explorer, Azure Cost Management, and GCP Billing with right-sizing recommendations and optimization strategies for multi-cloud environments

paulpas Skill

Implements Kubernetes resource tuning — HPA scaling policies, VPA right-sizing, cluster autoscaler configuration, and resource limits/requests optimization for production container workloads.

paulpas Skill

Implements comprehensive networking troubleshooting workflows for cloud-native environments including iptables debugging, DNS resolution, load balancer configuration, Kubernetes CNI, container networking, and VPN connectivity analysis

paulpas Skill

Implements AWS DynamoDB functionalities, showcasing data modeling, queries, and performance optimization using the AWS SDK.

paulpas Skill

Orchestrates builds in CI/CD pipelines with multi-stage builds, artifact caching, containerized builds, build matrices, parallel execution, and automated deployment strategies (GitHub Actions, GitLab CI, Jenkins) for efficient and reliable software delivery.

paulpas Skill

Strategizes cross-cloud ecosystem navigation (AWS, Azure, GCP) with vendor lock-in analysis, interoperability patterns, cost optimization frameworks, and multi-cloud architecture decision making.

paulpas Skill

"Git branching models including Git Flow, GitHub Flow, Trunk-Based Development" and feature flag strategies for CI/CD pipelines

paulpas Skill

"Cloud Native Computing Foundation (CNCF) architecture best practices" for production-grade Kubernetes deployments. Covers service mesh, CNI, GitOps, CI/CD, observability, security, networking, and scaling patterns across the CNCF landscape.

paulpas Skill

Implements v1 PersistentVolume, StorageClass, and PersistentVolumeClaim manifests with static/dynamic provisioning, access modes, and reclaim policies for Kubernetes storage.

paulpas Skill

Implements functionalities for Oracle Cloud Infrastructure, covering Compute, Object Storage, and Autonomous Database services.

paulpas Skill

Implements cloud-native architecture patterns including Kubernetes-native design, service mesh integration, GitOps workflows, serverless compute, immutable infrastructure, and platform engineering for resilient distributed systems.

paulpas Skill

Designs and implements production data pipelines (ETL, ELT, streaming) with data validation, schema evolution handling, idempotent processing, and quality gates for reliable data infrastructure.

paulpas Skill

Comprehensive guide to AWS Identity and Access Management (IAM) covering users, roles, policies, STS, and Identity Center.

paulpas Skill

Builds, verifies, and publishes Python packages with hatchling, hatch-vcs dynamic versioning, twine checks, test pypi, and GitHub Actions release CI/CD.

paulpas Skill

Implements production-quality RAG pipelines combining semantic document chunking, hybrid BM25+vector search, cross-encoder and LLM-based re-ranking, and reciprocal rank fusion for maximum retrieval quality.

paulpas Skill

Implements serverless architecture patterns including AWS Lambda function design, event-driven triggers (S3, DynamoDB streams, SQS/SNS), Serverless API Gateway integration, cold start optimization, distributed tracing, and multi-region deployment strategies for cost-effective scalable applications.

paulpas Skill

Provides a comprehensive understanding of modern software architecture patterns, including microservices, serverless, and event-driven architectures.

paulpas Skill

Implements AWS Secrets Manager for secure secret storage, management, and automatic rotation of credentials using AWS SDK for Python (Boto3).

paulpas Skill

Implements end-to-end software development workflows including CI/CD pipelines, automated testing strategies, code quality gates, observability integration, and production deployment patterns for modern software delivery.

paulpas Skill

Generates structured contrarian critiques and adversarial review prompts for cloud deployment architectures to enable rigorous agentic council vetting.

adu2021 Bundle

Categorize ML/AI research papers into 11 types based on their title and abstract. Returns structured JSON with a primary category, optional secondary categories, extractability rating, and rationale. Designed for the SkillXiv paper2skill pipeline as a triage step. Use this skill whenever the user wants to classify, categorize, sort, or triage research papers — whether a single paper or a batch. Also trigger when someone asks "what kind of paper is this?", wants to filter papers by type, or needs to decide which papers to prioritize for skill extraction.

adu2021 Skill

Convert arXiv and ML/AI research papers into ready-to-use Claude agent skills in seconds — so anyone can apply cutting-edge techniques without reading the full paper. Use this skill whenever the user wants to turn a paper into a skill, extract practical techniques from research, build a skill library from papers, create a paper-to-skill pipeline, convert arXiv papers into reusable agent instructions, or batch-process multiple papers into skills. Also trigger when someone asks about extracting actionable knowledge from papers, building skill libraries from literature, making research practical for LLM agents, or systematically converting academic contributions into structured agent capabilities.

adu2021 Bundle

Convert arXiv papers into ready-to-use agent skills using category-aware extraction. First classifies the paper into one or more of 11 research categories, then applies a specialized extraction pipeline for each category — because different types of papers produce different types of usable knowledge. A single paper can yield multiple skills if it spans categories. Use this skill whenever the user wants to turn a paper into a skill, extract practical techniques from research, build a skill library from papers, convert arXiv papers into reusable agent instructions, or batch-process multiple papers into skills. Also trigger when someone asks about extracting actionable knowledge from papers, making research practical for LLM agents, or systematically converting academic contributions into structured agent capabilities.

adu2021 Skill

Scale GUI agents to real-world complexity via extended action space (user interaction, tool calls) and device-cloud collaboration. Online RL supports 500+ parallel environments with asynchronous handling; local agent monitors trajectory alignment and handoffs to cloud when drift detected—achieving 41.7% MobileWorld success with privacy-preserving delegation.

adu2021 Skill

Guarantee LLM inference completes within time budgets via response length prediction, execution time estimation, and adaptive KV cache eviction. Three-stage pipeline predicts response length, estimates end-to-end time with 1.22% accuracy, adjusts cache eviction ratio—enabling time-critical deployment in robotics and autonomous systems.

adu2021 Skill

MoE-enhanced YOLOv9-Tiny using lightweight routers to adaptively weight specialized expert outputs at each feature resolution, improving detection quality while maintaining end-to-end differentiability. Deploy for efficient multi-scale object detection with dynamic specialization.

nota-america Bundle

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

nota-america Bundle

Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.

nota-america Bundle

Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone redundancy, ZRS storage, health probes, and multi-region failover. Presents a feature-pivoted checklist, then drives staged remediation (CLI or IaC patches) end-to-end with user confirmation. WHEN: "assess reliability", "check reliability", "zone redundant", "multi-region failover", "high availability", "disaster recovery", "single points of failure", "reliability posture", "resiliency".

nota-america Bundle

Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT). USE FOR: deploy agent, hosted agent, create agent, add tool to agent, invoke agent, evaluate agent, continuous eval, continuous monitoring, optimize prompt, improve prompt, optimize agent instructions, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, AI Services, create Foundry resource, provision, knowledge index, agent monitoring, customize deployment, onboard, availability, fine-tune, SFT, DPO, RFT, training-data, grader, distillation, fine-tuned model, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).

nota-america Bundle

Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.