77 instruction files for AI agents, collected from air-gapped/skills. Install any of them at an exact version with mdr add air-gapped/skills/<name>.
aiperf SKILL.md skill
air-gapped/skills · .claude/skills/aiperf/SKILL.md · NVIDIA AIPerf — vendor-neutral generative-AI inference benchmarking (genai-perf successor). `aiperf profile`…
git:20261019.9eca78f · audit A · 6 stars
airgap-vetting SKILL.md skill
air-gapped/skills · .claude/skills/airgap-vetting/SKILL.md · Vet an open-source product for air-gap readiness BEFORE adoption. Answers eight questions — telemetry…
git:20261027.4b5fb58 · audit A · 6 stars
analytical-troubleshooting SKILL.md skill
air-gapped/skills · .claude/skills/analytical-troubleshooting/SKILL.md · Structured live troubleshooting for deviation problems: something worked (or should work) and now doesn't, and the…
git:20261019.819b406 · audit A · 6 stars
ansible-idrac-9-10 SKILL.md skill
air-gapped/skills · .claude/skills/ansible-idrac-9-10/SKILL.md · Run and debug `dellemc.openmanage` Ansible playbooks against Dell PowerEdge **iDRAC 9** (14G–16G) and **iDRAC 10** (17G…
git:20261019.b3bbe99 · audit A · 6 stars
argo-cd-apps SKILL.md skill
air-gapped/skills · .claude/skills/argo-cd-apps/SKILL.md · Author and maintain Argo CD `Application` and `ApplicationSet` manifests as a GitOps consumer (publisher), targeting…
git:20261027.31fbcc7 · audit A · 6 stars
autoresearch SKILL.md skill
air-gapped/skills · .claude/skills/autoresearch/SKILL.md · Autonomous experiment loops that hill-climb a measurable metric — apply one change, measure, keep it only if the number…
git:20261027.75d87c7 · audit A · 6 stars
baml-expert SKILL.md skill
air-gapped/skills · .claude/skills/baml-expert/SKILL.md · BAML (Boundary ML) expert for projects defining LLM calls as typed functions in .baml files with a generated Python…
git:20261027.db2bb25 · audit A · 6 stars
ceph-performance SKILL.md skill
air-gapped/skills · .claude/skills/ceph-performance/SKILL.md · Tune and benchmark a healthy Ceph cluster, with Rook-on-Kubernetes specifics: mClock profiles and the NVMe…
git:20261027.28d2580 · audit A · 6 stars
ceph-s3 SKILL.md skill
air-gapped/skills · .claude/skills/ceph-s3/SKILL.md · Run Ceph RGW as an S3 endpoint under Rook (CephObjectStore, CephObjectStoreUser, ObjectBucketClaim, COSI…
git:20261027.61472c6 · audit A · 6 stars
ceph-troubleshooting SKILL.md skill
air-gapped/skills · .claude/skills/ceph-troubleshooting/SKILL.md · Diagnose and recover an unhealthy Ceph cluster, with Rook-on-Kubernetes specifics: slow or stuck recovery/backfill…
git:20261027.0ad34cc · audit A · 6 stars
chat-completions-api SKILL.md skill
air-gapped/skills · .claude/skills/chat-completions-api/SKILL.md · Reference for the OpenAI Chat Completions API (/v1/chat/completions) and legacy /v1/completions as the lingua-franca…
git:20261027.42f4242 · audit A · 6 stars
claude-code-ci-harness SKILL.md skill
air-gapped/skills · .claude/skills/claude-code-ci-harness/SKILL.md · Run Claude Code headlessly as an isolated CI harness against any Anthropic
Messages-compatible endpoint (local engine…
git:20261019.25dcc92 · audit A · 6 stars
confluence-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/confluence-best-practices/SKILL.md · Advise on USING Confluence well, not operating it: make the structural call — is this a space, a page, or a child page?…
git:20261019.868dbe8 · audit A · 6 stars
gitlab-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/gitlab-best-practices/SKILL.md · Operate self-managed GitLab on the official Helm chart — multi-hop upgrade campaigns across required stops, the…
git:20261027.4b5fb58 · audit A · 6 stars
gpu-host-tuning SKILL.md skill
air-gapped/skills · .claude/skills/gpu-host-tuning/SKILL.md · Audit AND tune Linux/GPU inference hosts — read-only host snapshot
git:20260915.278001e · audit A · 6 stars
harvester-upgrade SKILL.md skill
air-gapped/skills · .claude/skills/harvester-upgrade/SKILL.md · Plan and run a controlled, COMMUNITY-edition Harvester HCI upgrade off an EOL line up to latest stable — the no-skip…
git:20261027.a9dba19 · audit A · 6 stars
helm SKILL.md skill
air-gapped/skills · .claude/skills/helm/SKILL.md · This skill should be used for Helm chart work in either direction. Authoring: creating charts, templates and…
git:20261027.46aa093 · audit A · 6 stars
jinja-expert SKILL.md skill
air-gapped/skills · .claude/skills/jinja-expert/SKILL.md · Author, read, and debug Jinja2 templates across the three places Jinja lives in 2026 — HuggingFace…
git:20261027.05d22dc · audit A · 6 stars
jira-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/jira-best-practices/SKILL.md · Advise on USING Jira well, not operating it: make the structural call — is this an epic, a story, a task, or a…
git:20261027.85eeddf · audit A · 6 stars
jira-cli SKILL.md skill
air-gapped/skills · .claude/skills/jira-cli/SKILL.md · Drive Atlassian Jira from the terminal with the `jira` CLI (jira-cli, v1.7.0) against ANY Jira — Cloud or…
git:20261019.ddb50dd · audit A · 6 stars
jira-confluence-mcp SKILL.md skill
air-gapped/skills · .claude/skills/jira-confluence-mcp/SKILL.md · Install, configure, secure, and troubleshoot the mcp-atlassian MCP server (sooperset/mcp-atlassian) that connects an…
git:20261027.d18c808 · audit A · 6 stars
k8s-components-checker SKILL.md skill
air-gapped/skills · .claude/skills/k8s-components-checker/SKILL.md · Survey an RKE2 community cluster against an embedded compatibility registry of 20 stack components and produce a…
git:20261027.11d31eb · audit A · 6 stars
keda SKILL.md skill
air-gapped/skills · .claude/skills/keda/SKILL.md · Configure, operate, and master KEDA (Kubernetes Event-driven Autoscaling) — ScaledObject, ScaledJob…
git:20261027.67983b7 · audit A · 6 stars
keycloak-iam SKILL.md skill
air-gapped/skills · .claude/skills/keycloak-iam/SKILL.md · Operate, configure, deploy, secure, and integrate with Keycloak (open-source IAM) — the modern Quarkus distribution…
git:20261027.fafd954 · audit A · 6 stars
litellm-api SKILL.md skill
air-gapped/skills · .claude/skills/litellm-api/SKILL.md · Administer a LiteLLM proxy via its management REST API (keys, teams, users, orgs, models, budgets, spend) — a 447-path…
git:20261027.3896780 · audit A · 6 stars
litellm-valkey SKILL.md skill
air-gapped/skills · .claude/skills/litellm-valkey/SKILL.md · Run LiteLLM proxy multi-pod with Redis/Valkey (standalone, Sentinel, or Cluster) so rate limits, budgets, and router…
git:20261027.2180e25 · audit A · 6 stars
lmcache-mp SKILL.md skill
air-gapped/skills · .claude/skills/lmcache-mp/SKILL.md · LMCache multiprocess (MP) mode — standalone LMCache server in its own pod/process that vLLM connects to over ZMQ. Gives…
git:20261027.5fceb13 · audit A · 6 stars
logging-operator SKILL.md skill
air-gapped/skills · .claude/skills/logging-operator/SKILL.md · Configure and operate the kube-logging logging-operator (formerly Banzai Cloud) on Kubernetes — the CRD-driven log…
git:20261027.eb1cdb4 · audit A · 6 stars
makefile-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/makefile-best-practices/SKILL.md · Makefile best practices, patterns, and templates for GNU Make 4.x — dependency graphs, task-runner workflows…
git:20261027.05ab5e3 · audit A · 6 stars
messages-api SKILL.md skill
air-gapped/skills · .claude/skills/messages-api/SKILL.md · Reference for the Anthropic Messages API (/v1/messages) as a third-party compatibility protocol — the 7 inference…
git:20261019.a64f79f · audit A · 6 stars
mimir-upgrade SKILL.md skill
air-gapped/skills · .claude/skills/mimir-upgrade/SKILL.md · Plan and run a controlled, COMMUNITY-edition Grafana Mimir upgrade on the `mimir-distributed` Helm chart, air-gap first…
git:20261027.17a2f9c · audit A · 6 stars
netbox-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/netbox-best-practices/SKILL.md · NetBox 4.2-4.7 deployment and upgrade knowledge the official netboxlabs/skills marketplace does not cover — deploying…
git:20261027.4b5fb58 · audit A · 6 stars
nvidia-datacenter-bringup SKILL.md skill
air-gapped/skills · .claude/skills/nvidia-datacenter-bringup/SKILL.md · Bring up NVIDIA HGX/DGX datacenter GPU hosts on Ubuntu 24.04 LTS — air-gapped or connected, Secure Boot enabled. Covers…
git:20261027.fdaed5a · audit A · 6 stars
nvidia-nixl SKILL.md skill
air-gapped/skills · .claude/skills/nvidia-nixl/SKILL.md · NVIDIA Inference Xfer Library (NIXL) operator + developer reference. Point-to-point KV-cache and tensor transport for…
git:20261027.53a56ae · audit A · 6 stars
open-webui-api SKILL.md skill
air-gapped/skills · .claude/skills/open-webui-api/SKILL.md · Administer Open WebUI entirely via its REST API (v0.11+): user/group lifecycle, permissions, model catalog GitOps…
git:20261103.98ee1e9 · audit A · 6 stars
open-webui-embeddings SKILL.md skill
air-gapped/skills · .claude/skills/open-webui-embeddings/SKILL.md · Choose and wire open-weights embedding + reranker models into Open WebUI's RAG pipeline, across TEI, vLLM, OpenRouter…
git:20261103.501467b · audit A · 6 stars
open-webui-valkey-websocket SKILL.md skill
air-gapped/skills · .claude/skills/open-webui-valkey-websocket/SKILL.md · Deploy Open WebUI multi-pod with WebSockets and Valkey/Redis Sentinel at 1000+ user scale on Kubernetes. Centerpiece is…
git:20261103.18c6c9f · audit A · 6 stars
opencode-ci-harness SKILL.md skill
air-gapped/skills · .claude/skills/opencode-ci-harness/SKILL.md · Run opencode (v2) CLI as a headless, fully-isolated test harness against any OpenAI-, Responses- or Messages-compatible…
git:20261019.93a4ddd · audit A · 6 stars
openshell-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/openshell-best-practices/SKILL.md · Run NVIDIA OpenShell 0.1.x — the sandboxed runtime for autonomous AI agents (gateway, per-sandbox supervisor…
git:20261103.66f7896 · audit A · 6 stars
openshift-app SKILL.md skill
air-gapped/skills · .claude/skills/openshift-app/SKILL.md · Package applications for OpenShift deployment: container images (UBI, arbitrary UID, multi-stage builds), packaging…
git:20261027.f8f6e09 · audit A · 6 stars
patch SKILL.md skill
air-gapped/skills · .claude/skills/patch/SKILL.md · [4/4 defending-code] Generate candidate fixes for verified security findings. Last step of the find-and-fix loop…
git:20261027.60509f4 · audit A · 6 stars
postgres-operator-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/postgres-operator-best-practices/SKILL.md · Run, configure, upgrade and troubleshoot the Zalando postgres-operator (acid.zalan.do `postgresql` CRs, Spilo, Patroni…
git:20261027.5cdb26e · audit A · 6 stars
postgres-operator-cloudnative-pg-migration SKILL.md skill
air-gapped/skills · .claude/skills/postgres-operator-cloudnative-pg-migration/SKILL.md · Migrate PostgreSQL clusters from the Zalando postgres-operator (acid.zalan.do `postgresql` CRs, Spilo/Patroni, WAL-G)…
git:20261027.249de47 · audit A · 6 stars
prometheus-mimir-grafana SKILL.md skill
air-gapped/skills · .claude/skills/prometheus-mimir-grafana/SKILL.md · Query Prometheus and Grafana Mimir, write and debug PromQL, and build or fix Grafana dashboards — for agents solving…
git:20261027.544558d · audit A · 6 stars
rancher-logging-exit SKILL.md skill
air-gapped/skills · .claude/skills/rancher-logging-exit/SKILL.md · Migrate off the Rancher-bundled `rancher-logging` chart (cattle-logging-system, rancher/mirrored-kube-logging-* images)…
git:20261027.f0000e2 · audit A · 6 stars
rancher-upgrade SKILL.md skill
air-gapped/skills · .claude/skills/rancher-upgrade/SKILL.md · Plan and sequence COMMUNITY-edition Rancher upgrades across air-gapped multi-cluster fleets — a management/"hosting"…
git:20261004.95930c6 · audit A · 6 stars
redis-to-valkey SKILL.md skill
air-gapped/skills · .claude/skills/redis-to-valkey/SKILL.md · Migrate Redis deployments (especially Bitnami Redis Helm charts in Sentinel HA mode) to Valkey on Kubernetes, including…
git:20261027.4397948 · audit A · 6 stars
responses-api SKILL.md skill
air-gapped/skills · .claude/skills/responses-api/SKILL.md · Reference for the OpenAI Responses API (/v1/responses), OpenResponses open standard, and Codex CLI. Covers the…
git:20261027.bf34e2f · audit A · 6 stars
rook-ceph-best-practices SKILL.md skill
air-gapped/skills · .claude/skills/rook-ceph-best-practices/SKILL.md · Operate, configure and upgrade Rook-managed Ceph on Kubernetes (CephCluster CR; rook-ceph, rook-ceph-cluster and…
git:20261027.de37ca2 · audit A · 6 stars
secure-boot-cert-rotation SKILL.md skill
air-gapped/skills · .claude/skills/secure-boot-cert-rotation/SKILL.md · Triage and fix the Microsoft Secure Boot 2011→2023 UEFI certificate rotation across Dell PowerEdge / iDRAC9 bare metal…
git:20261027.ee804fe · audit A · 6 stars
sglang-hicache SKILL.md skill
air-gapped/skills · .claude/skills/sglang-hicache/SKILL.md · SGLang HiCache (hierarchical KV cache) — three-tier prefix cache: GPU HBM (L1) → pinned host DRAM (L2) → distributed L3…
git:20261027.42d4297 · audit A · 6 stars
sglang-model-gateway SKILL.md skill
air-gapped/skills · .claude/skills/sglang-model-gateway/SKILL.md · SGLang Model Gateway (`sgl-model-gateway`, formerly `sgl-router`) — Rust router fronting vLLM and SGLang inference…
git:20261027.553c68d · audit A · 6 stars
skill-improver SKILL.md skill
air-gapped/skills · .claude/skills/skill-improver/SKILL.md · Improve, test and maintain Claude Code skills. Modes: `fix` runs a skill's eval cases and fixes what the failed answers…
git:20261019.f156b14 · audit A · 6 stars
snmp-exporter SKILL.md skill
air-gapped/skills · .claude/skills/snmp-exporter/SKILL.md · Best practices for Prometheus snmp_exporter (v0.30.x): writing generator.yml modules, curating MIB walks, SNMPv2c/v3…
git:20261019.5908dda · audit A · 6 stars
threat-model SKILL.md skill
air-gapped/skills · .claude/skills/threat-model/SKILL.md · [1/4 defending-code] Build a threat model for a target codebase. Optional first step of the find-and-fix loop…
git:20261027.6fcd57a · audit A · 6 stars
traefik-hardening SKILL.md skill
air-gapped/skills · .claude/skills/traefik-hardening/SKILL.md · Harden a Traefik 2.x/3.x reverse proxy against abusive or unwanted traffic — per-identity rate + concurrency limiting…
git:20261027.35cd08f · audit A · 6 stars
transformers-config-tokenizers-expert SKILL.md skill
air-gapped/skills · .claude/skills/transformers-config-tokenizers-expert/SKILL.md · Preflight reference for HuggingFace snapshots — what vLLM, sglang, and transformers.generate see at runtime. Covers…
git:20261027.96b6fc5 · audit A · 6 stars
triage SKILL.md skill
air-gapped/skills · .claude/skills/triage/SKILL.md · [3/4 defending-code] Triage a batch of raw security findings. Third step of the find-and-fix loop (/threat-model ->…
git:20261027.e2cee2b · audit A · 6 stars
ubuntu-autoinstall SKILL.md skill
air-gapped/skills · .claude/skills/ubuntu-autoinstall/SKILL.md · Author, validate, and debug Ubuntu Server autoinstall configuration (the Subiquity installer's `autoinstall:` schema…
git:20261019.3b8fae6 · audit A · 6 stars
ubuntu-cloud-init SKILL.md skill
air-gapped/skills · .claude/skills/ubuntu-cloud-init/SKILL.md · Author, validate, and debug cloud-init configuration for Ubuntu Server LTS 24.04 and 26.04, focused on on-premise and…
git:20261019.cc7b312 · audit B · 6 stars
ubuntu-netplan SKILL.md skill
air-gapped/skills · .claude/skills/ubuntu-netplan/SKILL.md · Author, validate, and debug netplan network configuration (`/etc/netplan/*.yaml`) for Ubuntu Server LTS 24.04 and…
git:20261019.744413b · audit A · 6 stars
vllm-benchmarking SKILL.md skill
air-gapped/skills · .claude/skills/vllm-benchmarking/SKILL.md · Run production vLLM benchmarks — `vllm bench` (serve, throughput, latency, sweep, startup, mm-processor), request-rate…
git:20261018.4bad7f5 · audit A · 6 stars
vllm-caching SKILL.md skill
air-gapped/skills · .claude/skills/vllm-caching/SKILL.md · vLLM tiered KV cache configuration for production H100/H200 clusters. Native CPU offload, LMCache (CPU+NVMe+GDS)…
git:20261027.b316b91 · audit A · 6 stars
vllm-chat-templates SKILL.md skill
air-gapped/skills · .claude/skills/vllm-chat-templates/SKILL.md · vLLM chat-template (prompt-side Jinja) operator reference. Template resolution precedence (`--chat-template` →…
git:20261018.35a61a4 · audit A · 6 stars
vllm-configuration SKILL.md skill
air-gapped/skills · .claude/skills/vllm-configuration/SKILL.md · Configure vLLM completely — YAML config file format, CLI arg precedence, full VLLM_*/HF_*/TRANSFORMERS_* env-var…
git:20261018.f0e950a · audit A · 6 stars
vllm-deployment SKILL.md skill
air-gapped/skills · .claude/skills/vllm-deployment/SKILL.md · Use this skill when authoring, reviewing, or fixing a vLLM Kubernetes manifest, Docker/Podman pod, or OpenShift…
git:20261018.d292452 · audit A · 6 stars
vllm-gemma-4-31b SKILL.md skill
air-gapped/skills · .claude/skills/vllm-gemma-4-31b/SKILL.md · Operating-point reference for serving Gemma 4 31B on vLLM — TP sizing, max_model_len, max_num_seqs…
git:20261018.e3f43e6 · audit A · 6 stars
vllm-input-modalities SKILL.md skill
air-gapped/skills · .claude/skills/vllm-input-modalities/SKILL.md · vLLM non-chat inference surfaces — text embeddings (`/v1/embeddings`, `/v2/embed`), reranking/scoring (`/rerank`…
git:20261018.ea0e0a5 · audit A · 6 stars
vllm-nvidia-hardware SKILL.md skill
air-gapped/skills · .claude/skills/vllm-nvidia-hardware/SKILL.md · NVIDIA AI-hardware + vLLM-platform reference covering Hopper (H100/H200), Blackwell (B100/B200/B300) and Blackwell…
git:20261018.62c3321 · audit A · 6 stars
vllm-observability SKILL.md skill
air-gapped/skills · .claude/skills/vllm-observability/SKILL.md · Observe production vLLM from the data it already emits — the V1 `/metrics` Prometheus surface, SLO alerts on…
git:20261018.5f92473 · audit A · 6 stars
vllm-omni SKILL.md skill
air-gapped/skills · .claude/skills/vllm-omni/SKILL.md · vLLM-Omni output-side multimodal generation — image (FLUX.1/2, Qwen-Image, GLM-Image, BAGEL, SD3.5, HunyuanImage-3.0)…
git:20261018.81b7616 · audit A · 6 stars
vllm-performance-tuning SKILL.md skill
air-gapped/skills · .claude/skills/vllm-performance-tuning/SKILL.md · vLLM performance-tuning operator reference — tuning workflow (baseline → bottleneck → knob → re-bench), fused-MoE…
git:20261018.17931f6 · audit A · 6 stars
vllm-quantization SKILL.md skill
air-gapped/skills · .claude/skills/vllm-quantization/SKILL.md · vLLM datacenter-GPU quantization — picking, configuring, troubleshooting NVFP4, FP8, MXFP4, MXFP8, AWQ, GPTQ, INT8…
git:20261018.1fb9d2d · audit A · 6 stars
vllm-reasoning-parsers SKILL.md skill
air-gapped/skills · .claude/skills/vllm-reasoning-parsers/SKILL.md · vLLM reasoning-parser operator + developer reference. `--reasoning-parser` CLI wiring, `ReasoningParser` contract…
git:20261018.76fe4c5 · audit A · 6 stars
vllm-speculative-decoding SKILL.md skill
air-gapped/skills · .claude/skills/vllm-speculative-decoding/SKILL.md · Pick, configure, tune, monitor vLLM speculative decoding in production. Thirteen SpeculativeMethod options (ngram…
git:20261018.4183bb7 · audit A · 6 stars
vllm-tool-parsers SKILL.md skill
air-gapped/skills · .claude/skills/vllm-tool-parsers/SKILL.md · vLLM tool-calling operator reference — picking `--tool-call-parser` per model family, writing custom parsers via…
git:20261018.4c6563a · audit A · 6 stars
vuln-scan SKILL.md skill
air-gapped/skills · .claude/skills/vuln-scan/SKILL.md · [2/4 defending-code] Static source-code vulnerability scan. Second step of the find-and-fix loop (/threat-model ->…
git:20261027.59ee83a · audit A · 6 stars