Vllm Chat Templates
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K8s Components Checker
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Helm
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Aiperf
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Jinja Expert
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Ubuntu Autoinstall
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Vllm Performance Tuning
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Jira Confluence Mcp
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Secure Boot Cert Rotation
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Sglang Hicache
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Nvidia Nixl
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Ansible Idrac 9 10
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Threat Model
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Nvidia Datacenter Bringup
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 start", "system not yet initialized" / cudaErrorSystemNotReady, NVLSM missing, ib_u…
Patch
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Vllm Deployment
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Autoresearch
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Sglang Model Gateway
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Keda
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Vllm Observability
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Vllm Gemma 4 31b
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Vllm Omni
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Vllm Quantization
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Confluence Best Practices
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Lmcache Mp
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Argo Cd Apps
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Harvester Upgrade
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Skill Improver
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Triage
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Vllm Reasoning Parsers
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Vllm Input Modalities
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Vllm Nvidia Hardware
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Open Webui Valkey Websocket
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Openshift App
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Ubuntu Cloud Init
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Jira Best Practices
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Vllm Benchmarking
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Rancher Upgrade
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Prometheus Mimir Grafana
Query Prometheus and Grafana Mimir, write and debug PromQL, and build or fix Grafana dashboards — for agents solving problems from metrics. Covers the Prometheus HTTP API (`/api/v1/query`, `query_range`, `series`, `labels`, `metadata`), Mimir multi-tenancy (`X-Scope-OrgID`, federation `a|b|c`, per-tenant 422/429 limits), the PromQL surface (selectors, rate family, classic + native histograms, `hi…
Vllm Configuration
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Ubuntu Netplan
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Gpu Host Tuning
Audit AND tune Linux/GPU inference hosts — read-only host snapshot
Keycloak Iam
Operate, configure, deploy, secure, and integrate with Keycloak (open-source IAM) — the modern Quarkus distribution (24.x–26.6.x), the Keycloak Operator with `Keycloak` and `KeycloakRealmImport` CRDs, and realm/client/identity-provider configuration.
Open Webui Embeddings
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Baml Expert
BAML (Boundary ML) expert for projects defining LLM calls as typed functions in .baml files with a generated Python client. Use whenever the repo contains baml_src/, baml_client/, baml-cli commands, or imports from baml_py / baml_client. Covers .baml syntax (function, class, enum, client, test, retry_policy, attributes), Python integration (baml_client sync/async, streaming, ClientRegistry, Colle…
Jira Cli
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Netbox Best Practices
NetBox 4.2-4.6 deployment and upgrade knowledge that the official netboxlabs/skills marketplace does NOT cover - use for 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 official image, version-migration planning between NetBox 4.2 and 4.6, mo…
Vllm Caching
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Transformers Config Tokenizers Expert
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Makefile Best Practices
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).