mirror of
https://github.com/BagelHole/DevOps-Security-Agent-Skills.git
synced 2026-08-22 12:49:53 +02:00
New skills covering hot-topic AI engineering subjects: Local AI Infrastructure: - vllm-server: High-throughput LLM serving with PagedAttention, tensor parallelism, quantization - llm-inference-scaling: KEDA-based GPU autoscaling for LLM inference on Kubernetes - rag-infrastructure: Production RAG with hybrid search, reranking, and embedding pipelines - llm-fine-tuning: QLoRA/LoRA fine-tuning with Axolotl, DeepSpeed ZeRO-3, and DPO alignment Infrastructure: - gpu-server-management: NVIDIA driver setup, MIG partitioning, DCGM monitoring - vector-database-ops: Qdrant, Weaviate, pgvector for production AI search - llm-gateway: LiteLLM-based API gateway with rate limiting, virtual keys, fallback routing DevOps/AI: - llm-cost-optimization: Model right-sizing, prompt/semantic caching, batch API, break-even analysis - llm-caching: Multi-layer exact + semantic + provider caching to cut costs 30-70% - ai-pipeline-orchestration: Prefect/Airflow/Dagster for RAG ingestion and training workflows Orchestration: - model-serving-kubernetes: KServe + Triton with canary deployments and GPU autoscaling Security: - ai-security-hardening: Prompt injection defense, PII scrubbing, model weight verification https://claude.ai/code/session_011MN1C4PrkCeg2Qmi7q1ZUe
461 lines
21 KiB
Markdown
461 lines
21 KiB
Markdown
<div align="center">
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# 🛡️ DevOps & Security Agent Skills
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### Your AI-Powered Second Brain for Infrastructure & Security
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*Stop Googling. Start Shipping.*
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[](LICENSE)
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[](CONTRIBUTING.md)
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[](https://agentskills.io)
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<br />
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**[Explore Skills](#skill-catalog)** · **[Get Started](#quick-start)** · **[Contribute](CONTRIBUTING.md)**
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<br />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/kubernetes/kubernetes-plain.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/docker/docker-original.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/terraform/terraform-original.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/amazonwebservices/amazonwebservices-original-wordmark.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/azure/azure-original.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/googlecloud/googlecloud-original.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/linux/linux-original.svg" width="40" />
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<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/prometheus/prometheus-original.svg" width="40" />
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</div>
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---
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## 💡 The Problem
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You're a **solo founder**, **indie hacker**, or **one-person DevOps team**. You need to:
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- Set up CI/CD pipelines across 5 different platforms
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- Harden your Linux servers (but you forgot the sysctl parameters)
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- Write that Terraform module for the 47th time
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- Remember how CloudTrail works... again
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- Configure Kubernetes security contexts properly
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- Actually understand what SOC2 needs
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**You can't remember everything. You shouldn't have to.**
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---
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## 🚀 The Solution
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This repo is a **comprehensive knowledge base** designed to be loaded into AI agents. It's your **DevOps second brain** — battle-tested scripts, production-ready configs, and expert knowledge organized using the [Agent Skills](https://agentskills.io) format:
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| Domain | What You Get |
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|--------|--------------|
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| 🔧 **DevOps** | CI/CD, containers, K8s, observability, release management |
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| 🔒 **Security** | Scanning, secrets, hardening, network security, incident response |
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| ☁️ **Infrastructure** | AWS, Azure, GCP, servers, networking, databases, storage |
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| 🤖 **AI & Platforms** | Agent infrastructure, local LLM ops, and modern app platforms |
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| 📋 **Compliance** | SOC2, HIPAA, GDPR, PCI-DSS, governance, auditing |
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---
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## ✨ What's Inside
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This isn't just documentation. Each skill includes:
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```
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skill/
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├── SKILL.md # AI-readable instructions & knowledge
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├── scripts/ # Ready-to-run automation scripts
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├── references/ # Deep-dive guides & cheatsheets
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└── assets/ # Config templates & examples
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```
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### 🎯 Real Examples
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**Need to debug a crashing pod?**
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```bash
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./devops/orchestration/kubernetes-ops/scripts/pod-debug.sh my-pod
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```
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**Hardening a fresh Linux server?**
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```bash
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./security/hardening/linux-hardening/scripts/harden-system.sh --apply
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```
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**Setting up Vault from scratch?**
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```bash
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./security/secrets/hashicorp-vault/scripts/vault-init.sh
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```
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**Collecting evidence during an incident?**
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```bash
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./security/operations/incident-response/scripts/collect-evidence.sh INC-2024-001
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```
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---
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## 🧠 How It Works
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[Agent Skills](https://agentskills.io) is an open format for extending AI agent capabilities. Here's the flow:
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ 1. DISCOVER 2. MATCH 3. ACTIVATE │
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│ │
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│ Agent scans → User asks about → Agent reads full │
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│ skill folders Kubernetes SKILL.md + runs │
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│ at startup debugging scripts as needed │
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└─────────────────────────────────────────────────────────────────┘
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```
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Each `SKILL.md` has YAML frontmatter (name + description) that agents load at startup for matching, and markdown instructions that get loaded only when the skill is activated. This keeps context usage efficient.
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📖 **Full spec:** [agentskills.io/specification](https://agentskills.io/specification)
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---
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## 🏃 Quick Start
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### 1. Download the Skills
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```bash
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# Clone to your skills directory
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git clone https://github.com/bagelhole/DevOps-Security-Agent-Skills.git ~/.skills/devops-security
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# Or add as a submodule to your project
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git submodule add https://github.com/bagelhole/DevOps-Security-Agent-Skills.git .skills/devops-security
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```
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### 2. Integrate with Your Agent
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**Filesystem-based agents** (Cursor, Claude with computer use, Cline, etc.) are the easiest — the agent can read skills directly:
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```bash
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# Agent reads skill when needed
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cat ~/.skills/devops-security/devops/orchestration/kubernetes-ops/SKILL.md
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```
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**Tool-based agents** need skills injected into the system prompt. Use the [skills-ref](https://github.com/agentskills/agentskills/tree/main/skills-ref) CLI:
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```bash
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# Generate XML for your agent's system prompt
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skills-ref to-prompt ~/.skills/devops-security/devops/ci-cd/*
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# Output:
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# <available_skills>
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# <skill>
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# <name>github-actions</name>
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# <description>Build, test, and deploy with GitHub Actions workflows...</description>
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# <location>~/.skills/devops-security/devops/ci-cd/github-actions/SKILL.md</location>
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# </skill>
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# ...
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# </available_skills>
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```
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### 3. Validate Skills (Optional)
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```bash
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# Check skill format is correct
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skills-ref validate ~/.skills/devops-security/security/secrets/hashicorp-vault
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```
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### For Humans
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No agent? No problem. Browse the skills, copy the scripts, use the configs. It's MIT licensed — go wild.
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---
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## 📚 Skill Catalog
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<details>
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<summary><b>🔧 DevOps</b></summary>
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### CI/CD
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| Skill | Description |
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|-------|-------------|
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| [github-actions](devops/ci-cd/github-actions/) | Build, test, and deploy with GitHub Actions |
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| [gitlab-ci](devops/ci-cd/gitlab-ci/) | GitLab CI/CD pipelines and runners |
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| [jenkins](devops/ci-cd/jenkins/) | Jenkins pipelines and shared libraries |
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| [azure-devops](devops/ci-cd/azure-devops/) | Azure Pipelines and release management |
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| [circleci](devops/ci-cd/circleci/) | CircleCI workflows and orbs |
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### Containers
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| Skill | Description |
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|-------|-------------|
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| [docker-management](devops/containers/docker-management/) | Docker images, multi-stage builds, optimization |
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| [docker-compose](devops/containers/docker-compose/) | Multi-container applications |
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| [podman](devops/containers/podman/) | Rootless container management |
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| [container-registries](devops/containers/container-registries/) | ECR, ACR, GCR, Docker Hub |
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### Orchestration
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| Skill | Description |
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|-------|-------------|
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| [kubernetes-ops](devops/orchestration/kubernetes-ops/) | Deploy, scale, troubleshoot K8s |
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| [helm-charts](devops/orchestration/helm-charts/) | Helm chart development and deployment |
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| [argocd-gitops](devops/orchestration/argocd-gitops/) | GitOps with ArgoCD |
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| [kustomize](devops/orchestration/kustomize/) | Kubernetes manifest customization |
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| [openshift](devops/orchestration/openshift/) | OpenShift cluster management |
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| [model-serving-kubernetes](devops/orchestration/model-serving-kubernetes/) | KServe and Triton model serving with canary deployments and GPU autoscaling |
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### Observability
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| Skill | Description |
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|-------|-------------|
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| [prometheus-grafana](devops/observability/prometheus-grafana/) | Metrics and dashboards |
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| [opentelemetry](devops/observability/opentelemetry/) | Vendor-neutral traces, metrics, and logs |
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| [elk-stack](devops/observability/elk-stack/) | Elasticsearch, Logstash, Kibana |
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| [loki-logging](devops/observability/loki-logging/) | Grafana Loki log aggregation |
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| [datadog](devops/observability/datadog/) | Datadog monitoring and APM |
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| [new-relic](devops/observability/new-relic/) | New Relic observability |
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| [alerting-oncall](devops/observability/alerting-oncall/) | Alert rules and on-call rotations |
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### AI Engineering
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| Skill | Description |
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|-------|-------------|
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| [agent-observability](devops/ai/agent-observability/) | Tracing, latency, token, and cost telemetry for agents |
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| [agent-evals](devops/ai/agent-evals/) | Automated regression and safety eval suites for agents |
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| [llm-cost-optimization](devops/ai/llm-cost-optimization/) | Cut LLM API costs with caching, batching, model routing, and self-hosting |
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| [llm-caching](devops/ai/llm-caching/) | Exact and semantic caching layers to reduce API calls by 30–70% |
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| [ai-pipeline-orchestration](devops/ai/ai-pipeline-orchestration/) | Orchestrate RAG ingestion, training, and batch inference with Prefect/Airflow |
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### Release Management
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| Skill | Description |
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|-------|-------------|
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| [git-workflow](devops/release/git-workflow/) | Branching strategies and PR workflows |
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| [semantic-versioning](devops/release/semantic-versioning/) | Automated versioning and changelogs |
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| [feature-flags](devops/release/feature-flags/) | LaunchDarkly, Unleash |
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| [blue-green-deploy](devops/release/blue-green-deploy/) | Zero-downtime deployments |
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</details>
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<details>
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<summary><b>🔒 Security</b></summary>
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### Scanning
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| Skill | Description |
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|-------|-------------|
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| [vulnerability-scanning](security/scanning/vulnerability-scanning/) | CVE scanning with Trivy, Grype |
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| [sast-scanning](security/scanning/sast-scanning/) | Semgrep, CodeQL, SonarQube |
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| [dast-scanning](security/scanning/dast-scanning/) | OWASP ZAP, Nuclei |
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| [dependency-scanning](security/scanning/dependency-scanning/) | Snyk, Dependabot |
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| [container-scanning](security/scanning/container-scanning/) | Image vulnerability scanning |
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| [sbom-supply-chain](security/scanning/sbom-supply-chain/) | SBOM generation, signing, and provenance verification |
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### Secrets Management
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| Skill | Description |
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|-------|-------------|
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| [hashicorp-vault](security/secrets/hashicorp-vault/) | Vault setup, policies, secrets engines |
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| [aws-secrets-manager](security/secrets/aws-secrets-manager/) | AWS secrets and rotation |
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| [azure-keyvault](security/secrets/azure-keyvault/) | Azure Key Vault |
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| [gcp-secret-manager](security/secrets/gcp-secret-manager/) | GCP Secret Manager |
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| [sops-encryption](security/secrets/sops-encryption/) | Mozilla SOPS |
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### Hardening
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| Skill | Description |
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|-------|-------------|
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| [linux-hardening](security/hardening/linux-hardening/) | CIS benchmarks, sysctl, SSH |
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| [windows-hardening](security/hardening/windows-hardening/) | Windows security baselines |
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| [container-hardening](security/hardening/container-hardening/) | Secure Docker/K8s configs |
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| [kubernetes-hardening](security/hardening/kubernetes-hardening/) | K8s security contexts and policies |
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| [cis-benchmarks](security/hardening/cis-benchmarks/) | CIS benchmark auditing |
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### Network Security
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| Skill | Description |
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|-------|-------------|
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| [firewall-config](security/network/firewall-config/) | iptables, UFW, cloud firewalls |
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| [waf-setup](security/network/waf-setup/) | AWS WAF, Cloudflare WAF |
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| [zero-trust](security/network/zero-trust/) | Zero-trust architecture |
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| [vpn-setup](security/network/vpn-setup/) | WireGuard, OpenVPN |
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| [ssl-tls-management](security/network/ssl-tls-management/) | Let's Encrypt, certificate management |
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### Security Operations
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| Skill | Description |
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|-------|-------------|
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| [incident-response](security/operations/incident-response/) | IR playbooks and evidence collection |
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| [threat-modeling](security/operations/threat-modeling/) | STRIDE methodology |
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| [penetration-testing](security/operations/penetration-testing/) | Basic pentesting |
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| [security-automation](security/operations/security-automation/) | Security workflow automation |
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### AI Security
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| Skill | Description |
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|-------|-------------|
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| [ai-agent-security](security/ai/ai-agent-security/) | Defend agents against injection, tool abuse, and exfiltration |
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| [llm-app-security](security/ai/llm-app-security/) | Harden LLM app inputs, outputs, and tenant isolation |
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| [ai-security-hardening](security/ai/ai-security-hardening/) | Harden LLM deployments against prompt injection, model theft, and data exfiltration |
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</details>
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<details>
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<summary><b>☁️ Infrastructure</b></summary>
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### AWS
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| Skill | Description |
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|-------|-------------|
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| [terraform-aws](infrastructure/cloud-aws/terraform-aws/) | AWS infrastructure as code |
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| [cloudformation](infrastructure/cloud-aws/cloudformation/) | CloudFormation templates |
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| [aws-ec2](infrastructure/cloud-aws/aws-ec2/) | EC2 instances and AMIs |
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| [aws-ecs-fargate](infrastructure/cloud-aws/aws-ecs-fargate/) | Container orchestration |
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| [aws-lambda](infrastructure/cloud-aws/aws-lambda/) | Serverless functions |
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| [aws-rds](infrastructure/cloud-aws/aws-rds/) | Managed databases |
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| [aws-s3](infrastructure/cloud-aws/aws-s3/) | Object storage |
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| [aws-vpc](infrastructure/cloud-aws/aws-vpc/) | Networking |
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| [aws-iam](infrastructure/cloud-aws/aws-iam/) | Identity and access |
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| [aws-cost-optimization](infrastructure/cloud-aws/aws-cost-optimization/) | FinOps cost reduction and spend governance |
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### Cloudflare
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| Skill | Description |
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|-------|-------------|
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| [cloudflare-workers](infrastructure/cloudflare/cloudflare-workers/) | Edge functions and APIs with Wrangler |
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| [cloudflare-pages](infrastructure/cloudflare/cloudflare-pages/) | Static/full-stack deployments with previews |
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| [cloudflare-r2](infrastructure/cloudflare/cloudflare-r2/) | S3-compatible object storage without egress fees |
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| [cloudflare-zero-trust](infrastructure/cloudflare/cloudflare-zero-trust/) | Access policies and private app protection |
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### Azure
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| Skill | Description |
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|-------|-------------|
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| [terraform-azure](infrastructure/cloud-azure/terraform-azure/) | Azure infrastructure as code |
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| [arm-templates](infrastructure/cloud-azure/arm-templates/) | ARM/Bicep templates |
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| [azure-vms](infrastructure/cloud-azure/azure-vms/) | Virtual machines |
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| [azure-functions](infrastructure/cloud-azure/azure-functions/) | Serverless |
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| [azure-aks](infrastructure/cloud-azure/azure-aks/) | Kubernetes |
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| [azure-sql](infrastructure/cloud-azure/azure-sql/) | Databases |
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| [azure-networking](infrastructure/cloud-azure/azure-networking/) | VNets and NSGs |
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### GCP
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| Skill | Description |
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|-------|-------------|
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| [terraform-gcp](infrastructure/cloud-gcp/terraform-gcp/) | GCP infrastructure as code |
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| [gcp-compute](infrastructure/cloud-gcp/gcp-compute/) | Compute Engine |
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| [gcp-cloud-functions](infrastructure/cloud-gcp/gcp-cloud-functions/) | Serverless |
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| [gcp-gke](infrastructure/cloud-gcp/gcp-gke/) | Kubernetes |
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| [gcp-cloud-sql](infrastructure/cloud-gcp/gcp-cloud-sql/) | Databases |
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| [gcp-networking](infrastructure/cloud-gcp/gcp-networking/) | VPCs and firewall |
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### Server Management
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| Skill | Description |
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|-------|-------------|
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| [linux-administration](infrastructure/servers/linux-administration/) | Core Linux admin |
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| [windows-server](infrastructure/servers/windows-server/) | Windows administration |
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| [ssh-configuration](infrastructure/servers/ssh-configuration/) | SSH and bastion hosts |
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| [user-management](infrastructure/servers/user-management/) | Users, groups, sudo |
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| [systemd-services](infrastructure/servers/systemd-services/) | Services and timers |
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| [performance-tuning](infrastructure/servers/performance-tuning/) | System optimization |
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| [gpu-server-management](infrastructure/servers/gpu-server-management/) | NVIDIA GPU driver setup, MIG partitioning, DCGM monitoring for AI workloads |
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### Networking
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| Skill | Description |
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|-------|-------------|
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| [dns-management](infrastructure/networking/dns-management/) | DNS and Route53 |
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| [load-balancing](infrastructure/networking/load-balancing/) | ALB, nginx, HAProxy |
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| [cdn-setup](infrastructure/networking/cdn-setup/) | CloudFront, Cloudflare |
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| [reverse-proxy](infrastructure/networking/reverse-proxy/) | nginx, Traefik |
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| [service-mesh](infrastructure/networking/service-mesh/) | Istio, Linkerd |
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| [llm-gateway](infrastructure/networking/llm-gateway/) | Unified LLM API gateway with routing, rate limiting, virtual keys, and semantic caching |
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### Databases
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| Skill | Description |
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|-------|-------------|
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| [postgresql](infrastructure/databases/postgresql/) | PostgreSQL admin |
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| [mysql](infrastructure/databases/mysql/) | MySQL/MariaDB |
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| [planetscale](infrastructure/databases/planetscale/) | Branch-based MySQL schema deployments |
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| [mongodb](infrastructure/databases/mongodb/) | MongoDB clusters |
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| [redis](infrastructure/databases/redis/) | Redis caching |
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| [database-backups](infrastructure/databases/database-backups/) | Backup strategies |
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| [vector-database-ops](infrastructure/databases/vector-database-ops/) | Qdrant, Weaviate, and pgvector for production AI search and RAG workloads |
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### Storage
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| Skill | Description |
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|-------|-------------|
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| [block-storage](infrastructure/storage/block-storage/) | EBS, LVM |
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| [object-storage](infrastructure/storage/object-storage/) | S3, MinIO |
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| [nfs-storage](infrastructure/storage/nfs-storage/) | NFS servers |
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| [backup-recovery](infrastructure/storage/backup-recovery/) | Backup with restic |
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### Platforms
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| Skill | Description |
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|-------|-------------|
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| [vercel-deployments](infrastructure/platforms/vercel-deployments/) | Preview and production web app deployments |
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| [convex-backend](infrastructure/platforms/convex-backend/) | Realtime managed backend with typed functions |
|
||
| [firebase-app-platform](infrastructure/platforms/firebase-app-platform/) | Firebase auth, data, functions, and hosting |
|
||
|
||
### Local AI Infrastructure
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [ollama-stack](infrastructure/local-ai/ollama-stack/) | Private local inference stack with Ollama |
|
||
| [mac-mini-llm-lab](infrastructure/local-ai/mac-mini-llm-lab/) | Mac mini setup for always-on local LLM serving |
|
||
| [openclaw-local-mac-mini](infrastructure/local-ai/openclaw-local-mac-mini/) | OpenClaw setup for local development and Mac mini hosting |
|
||
| [vllm-server](infrastructure/local-ai/vllm-server/) | High-throughput LLM serving with vLLM — PagedAttention, tensor parallelism, OpenAI API |
|
||
| [llm-inference-scaling](infrastructure/local-ai/llm-inference-scaling/) | Auto-scale LLM inference clusters on Kubernetes with KEDA and GPU-aware scheduling |
|
||
| [rag-infrastructure](infrastructure/local-ai/rag-infrastructure/) | Production RAG with vector stores, hybrid search, embedding pipelines, and reranking |
|
||
| [llm-fine-tuning](infrastructure/local-ai/llm-fine-tuning/) | QLoRA and full fine-tuning with Axolotl, DeepSpeed, and DPO alignment on GPU clusters |
|
||
|
||
### IT Operations
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [startup-it-troubleshooting](infrastructure/it/startup-it-troubleshooting/) | Practical IT troubleshooting for small teams |
|
||
|
||
</details>
|
||
|
||
<details>
|
||
<summary><b>📋 Compliance</b></summary>
|
||
|
||
### Frameworks
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [soc2-compliance](compliance/frameworks/soc2-compliance/) | SOC2 Trust Services Criteria |
|
||
| [hipaa-compliance](compliance/frameworks/hipaa-compliance/) | HIPAA security rules |
|
||
| [gdpr-compliance](compliance/frameworks/gdpr-compliance/) | GDPR data protection |
|
||
| [pci-dss-compliance](compliance/frameworks/pci-dss-compliance/) | PCI-DSS requirements |
|
||
| [iso27001-compliance](compliance/frameworks/iso27001-compliance/) | ISO 27001 ISMS |
|
||
| [fedramp-compliance](compliance/frameworks/fedramp-compliance/) | FedRAMP controls |
|
||
|
||
### Governance
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [policy-as-code](compliance/governance/policy-as-code/) | OPA, Kyverno, Checkov |
|
||
| [access-review](compliance/governance/access-review/) | IAM access reviews |
|
||
| [change-management](compliance/governance/change-management/) | Change control |
|
||
| [asset-inventory](compliance/governance/asset-inventory/) | Asset tracking |
|
||
| [vendor-management](compliance/governance/vendor-management/) | Third-party security |
|
||
|
||
### Auditing
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [audit-logging](compliance/auditing/audit-logging/) | Centralized audit logs |
|
||
| [aws-cloudtrail](compliance/auditing/aws-cloudtrail/) | CloudTrail configuration |
|
||
| [azure-monitor-audit](compliance/auditing/azure-monitor-audit/) | Azure Monitor logs |
|
||
| [gcp-audit-logs](compliance/auditing/gcp-audit-logs/) | GCP Cloud Audit Logs |
|
||
|
||
### Business Continuity
|
||
| Skill | Description |
|
||
|-------|-------------|
|
||
| [disaster-recovery](compliance/continuity/disaster-recovery/) | DR strategies |
|
||
| [business-continuity](compliance/continuity/business-continuity/) | BCP planning |
|
||
| [incident-management](compliance/continuity/incident-management/) | Incident processes |
|
||
| [runbook-creation](compliance/continuity/runbook-creation/) | Operational runbooks |
|
||
|
||
</details>
|
||
|
||
---
|
||
|
||
## 🤝 Contributing
|
||
|
||
Found a bug? Want to add a skill? PRs are welcome!
|
||
|
||
See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
|
||
|
||
---
|
||
|
||
## ⭐ Support
|
||
|
||
If this helped you ship faster, **star this repo** — it helps others find it too.
|
||
|
||
Built with ☕ by [Toby Miller](https://github.com/bagelhole)
|
||
|
||
---
|
||
|
||
<div align="center">
|
||
|
||
**[⬆ Back to Top](#-devops--security-agent-skills)**
|
||
|
||
</div>
|