Skill Claude CodeCodex
Author, read, and debug Jinja2 templates across the three places Jinja lives in 2026 — HuggingFace chattemplate.jinja (rendered by applychattemplate for vLLM / sglang), Ansible playbooks + .j2 files, and Jinja-adjacent Kubernetes workflows (values.yaml.j2, kubernetes.core.k8s + template, Helm post-renderers).…
Skill Claude CodeCodex
Advise on USING Jira well, not operating it: make the structural call — is this an epic, a story, a task, or a sub-task? — and diagnose why a Jira is a dread, then recommend the lean fix. Adapt to the organisation's OWN hierarchy names, conventions, and working language instead of imposing a methodology.…
Skill Claude CodeCodex
Drive Atlassian Jira from the terminal with the jira CLI (jira-cli, v1.7.0) against ANY Jira — Cloud or on-premise/Data Center. Covers the full command surface (issue / epic / sprint / board / project / release), the non-interactive automation contract (--no-input + --plain/--raw/--csv for agent-safe, parseable…
Skill Claude CodeCodex
Install, configure, secure, and troubleshoot the mcp-atlassian MCP server (sooperset/mcp-atlassian) that connects an agent to Jira/Confluence — including AIR-GAPPED setup (mirror the prebuilt image by digest; no PyPI/git mirror) and internal-CA / TLS handling (mount the CA vs JIRASSLVERIFY=false). Self-hosted Data…
Skill Claude CodeCodex
Survey an RKE2 community cluster against an embedded compatibility registry of 19 stack components and produce a verdict for upgrade-readiness, drift-review, and version-skew questions. Components: RKE2, Rancher, Harvester, Cilium, Tetragon, cert-manager, Kyverno, KEDA, Argo CD, Harbor, Traefik, Rook, Ceph, OpenEBS…
Skill Claude CodeCodex
Configure, operate, and master KEDA (Kubernetes Event-driven Autoscaling) — ScaledObject, ScaledJob, TriggerAuthentication CRDs, 70+ scalers, HPA behavior tuning, scale-to-zero, the KEDA HTTP Add-on, production hardening, multi-trigger semantics, scalingModifiers formulas, GitOps integration, and troubleshooting stuck…
Skill Claude CodeCodex
Operate, configure, deploy, secure, and integrate with Keycloak (open-source IAM) — the modern Quarkus distribution (24.x–26.7.x), the Keycloak Operator with Keycloak and KeycloakRealmImport CRDs, realm/client/identity-provider configuration, plus legacy 16.x–23.x instances (incl. WildFly "-legacy" builds) and…
Skill Claude CodeCodex
Administer a LiteLLM proxy via its management REST API (keys, teams, users, orgs, models, budgets, spend) — a 447-path control plane where 63% of paths are undocumented, 91 are hidden from /openapi.json, and the OpenAPI schema documents wrong field names. Centerpiece: four "empty means UNLIMITED" footguns (models: []…
Skill Claude CodeCodex
Run LiteLLM proxy multi-pod with Redis/Valkey (standalone, Sentinel, or Cluster) so rate limits, budgets, and router state are actually shared across pods. Centerpiece: LiteLLM's dominant failure mode is SILENT fallback from Redis to per-pod in-memory enforcement (≥6 independent code paths, log-level warning, no…
Skill Claude CodeCodex
LMCache multiprocess (MP) mode — standalone LMCache server in its own pod/process that vLLM connects to over ZMQ. Gives process isolation, no GIL contention on the inference path, one cache shared by multiple vLLM pods per node, and CPU-memory scaling independent of GPU memory. Covers the LMCacheMPConnector path (vs…
Skill Claude CodeCodex
Configure and operate the kube-logging logging-operator (formerly Banzai Cloud) on Kubernetes — the CRD-driven log pipeline: Fluent Bit collector → fluentd or syslog-ng aggregator → outputs. Covers the 16-CRD model (Logging, Flow/ClusterFlow, Output/ClusterOutput, FluentbitAgent, SyslogNG, LoggingRoute) and its scope…
Skill Claude CodeCodex
Makefile best practices, patterns, and templates for GNU Make 4.x — dependency graphs, task-runner workflows, parallel-safe recipes, self-documenting help targets, and language-specific patterns (Go, Python, Node, Docker, Helm, POSIX).
Skill Claude CodeCodex
Reference for the Anthropic Messages API (/v1/messages) as a third-party compatibility protocol — the 7 inference servers that implement it natively (vLLM, SGLang, llama.cpp, Ollama, mistral.rs, Llama Stack/OGX, Lemonade), gateways that adapt it (LiteLLM, Bifrost, Superagent Gateway), client behavior (Claude Code…
Skill Claude CodeCodex
Plan and run a controlled, COMMUNITY-edition Grafana Mimir upgrade on the mimir-distributed Helm chart, air-gap first — the chart↔app co-pinned ladder (5.7→5.8→6.0.6→6.1.0 = app 2.16→2.17→3.0.4→3.1.2), the classic-vs-ingest-storage decision (the chart ships a supported classic-architecture.yaml; kafka.enabled: false…
Skill Claude CodeCodex
NetBox 4.2-4.6 deployment and upgrade knowledge the official netboxlabs/skills marketplace does not cover — deploying or upgrading NetBox on Kubernetes with the netbox-community helm chart (netbox-chart), external PostgreSQL/valkey wiring, API token bootstrap on 4.5+ (nbt v2 tokens), plugin installation in the…
Skill Claude CodeCodex
Bring up NVIDIA HGX/DGX datacenter GPU hosts on Ubuntu 24.04 LTS — air-gapped or connected, Secure Boot enabled. Covers B300/B200/H100/A100/L40S/L4 driver+fabricmanager+NVLSM+DOCA-OFED install order and exact package set from NVIDIA CUDA repo + DOCA repo. Triggers on B300/B200/HGX/DGX install, "fabricmanager won't…
Skill Claude CodeCodex
NVIDIA Inference Xfer Library (NIXL) operator + developer reference. Point-to-point KV-cache and tensor transport for distributed inference (Dynamo, vLLM, SGLang). Covers the agent API (full Python reference; C++/Rust via upstream pointers), all 15 backend plugins (UCX, GDS, GDSMT, libfabric, mooncake, posix, hf3fs…
Skill Claude CodeCodex
Administer Open WebUI entirely via its REST API (v0.11.x): user/group lifecycle, permissions, model catalog GitOps (export/import/sync), knowledge/RAG pipelines, config-as-code, SCIM provisioning, event webhooks, and backup surfaces. Grounded in the v0.11.0 source — covers the 476-path surface the official docs leave…
Skill Claude CodeCodex
Choose and wire open-weights embedding + reranker models into Open WebUI's RAG pipeline, across TEI, vLLM, OpenRouter or LiteLLM. Covers model selection on current MTEB data (quality, zero-shot contamination, and a FLOPs-based throughput model, since no leaderboard publishes speed), the query/document prefix strings…
Skill Claude CodeCodex
Deploy Open WebUI multi-pod with WebSockets and Valkey/Redis Sentinel at 1000+ user scale on Kubernetes. Centerpiece is the structural Socket.IO+Redis frame-amplification bug (#23733) that cripples multi-pod streaming, and the maintainer-endorsed mitigation (CHATRESPONSESTREAMDELTACHUNKSIZE). Covers all multi-pod env…
Skill Claude CodeCodex
Package applications for OpenShift deployment: container images (UBI, arbitrary UID, multi-stage builds), packaging formats (Helm, Kustomize, Operators, OLM v1), CI/CD (Tekton, ArgoCD, Shipwright, Conforma), security (SCC, PSA, supply chain, image signing, secrets), operations (Routes, probes, scaling, monitoring…
Skill Claude CodeCodex
Last leg of the defending-code loop (/threat-model → /vuln-scan → /triage → /patch). Turns a ranked list of verified findings into candidate diffs. Nothing consumes this skill's output automatically — a human reviews and applies the diffs.
Skill Claude CodeCodex
Run, configure, upgrade and troubleshoot the Zalando postgres-operator (acid.zalan.do postgresql CRs, Spilo, Patroni, WAL-G) on Kubernetes. Core knowledge: the v1.x -> v2.x major upgrade and its three changed defaults that bite silently (kubernetesuseconfigmaps true, spilo-17 -> spilo-18, scram-sha-256 password…
Skill Claude CodeCodex
Migrate PostgreSQL clusters from the Zalando postgres-operator (acid.zalan.do postgresql CRs, Spilo/Patroni, WAL-G) to CloudNativePG (CNPG) on Kubernetes, incl. fully air-gapped clusters. Core knowledge: the two walls (Spilo↔CNPG glibc/collation divergence that corrupts physically-copied indexes; WAL-G↔Barman archive…