AIops-tools

@aiops-tools source repo

12 skills
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4 days ago last updated

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AI Guardian · aiops-tools bundle
Use this skill whenever the user needs to observe or govern on-endpoint local LLMs running on Ollama, llama.cpp (llama-server), LM Studio, or a local single-node vLLM — inventory installed/running models with an allow/deny verdict (shadow-AI detection), inspect VRAM residency, model license/params/capabilities and server version, view the model policy, detect model provenance/digest drift (re-pulled or tampered weights; strong for Ollama/llama.cpp, id-only and honestly weaker for LM Studio/vLLM), scan a prompt for secrets / PII / source-code / jailbreak with a weighted risk band, route a prompt THROUGH a guard that scans + policy-gates + records + runs-if-allowed (guarded_generate / observe_chat), query the observed-usage log, and roll up anomalies (shadow models, digest drift, high-risk + blocked prompts). Always use this skill for "what local models are installed", "find shadow / unsanctioned AI models", "which model is loaded in VRAM", "scan this prompt for secrets/PII before sending", "stop secrets leakin

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Ceph Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate or diagnose a Ceph cluster via its ceph-mgr Dashboard REST API — decode a HEALTH_WARN/ERR state into cause + action (cluster_health), read the cluster status, inspect OSDs (tree/df/perf), placement groups (summary/stuck/scrub), pools (list/usable capacity), RBD images and snapshots, CephFS/MDS and RGW status, monitors/managers, slow ops and capacity forecast — plus governed writes (set cluster flags, reweight/mark-in/mark-out/purge OSDs, trigger scrubs, set pool quota/pg_num/autoscale/size, create/delete pools, create/delete RBD images and snapshots, throttle recovery/backfill). Always use this skill for "ceph health", "what does this HEALTH_WARN mean", "PG_DEGRADED / OSD_NEARFULL / SLOW_OPS / MON_DOWN", "ceph -s", "which OSD is most full", "drain an OSD", "purge an OSD", "stuck PGs", "overdue scrub", "pool usable capacity", "set pool size / quota", "rebalance is too slow / throttle backfill", "RBD image or snapshot", "MDS behind on trimming", "RGW large omap"

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Compliance Aiops · aiops-tools bundle
Use this skill whenever the user needs compliance evidence from the audit trails their governed AIops agents already write — mapping AI-agent infra-ops activity to HIPAA §164.312, PCI-DSS v4.0, SOC 2 TSC, or GDPR controls, producing a change-approval report, a gap analysis, an exceptions/anomaly report, or a hash-chain-sealed, tamper-evident evidence bundle. Always use this skill for "compliance evidence", "HIPAA / PCI-DSS / SOC 2 / GDPR evidence", "audit trail report", "coverage for control X", "which controls are we short on / gap analysis", "who approved this change / change-management evidence", "denied or errored ops / anomaly evidence", "seal / sign an evidence bundle", "prove this bundle wasn't altered", or "detect deleted audit rows". Do NOT use to scan or operate infrastructure and do NOT treat it as a GRC platform — it reads the local audit databases the OTHER AIops-tools write and converts them to evidence; for platform operations use those other AIops-tools. Evidence, not certification. Reads sibl

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Endpoint Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a managed-endpoint fleet (thin clients, VDI endpoints, centrally-managed devices) — a one-shot fleet health overview, endpoint inventory (list/get), a composite per-endpoint health score (which endpoints are worst?), login & boot sessions, login-storm analysis (detect morning login storms and rank the slowest login/boot contributors), patch/config drift (which endpoints deviate from the fleet baseline), and two guarded writes (assign a config profile, reboot an endpoint). Always use this skill for "endpoint fleet overview", "list managed endpoints", "which endpoints are worst", "endpoint health score", "rank endpoints by risk", "why is login slow this morning", "login storm", "boot time analysis", "patch drift", "config drift", "which endpoints are behind on patches", "assign a profile to an endpoint", or "reboot a thin client" when the context is an endpoint-management fleet. Do NOT use when the target is OT / industrial equipment (Modbus, OPC-UA, PLCs — use

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Inference Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a GPU inference cluster — vLLM (OpenAI API + Prometheus /metrics) and Ray Serve / Ray Jobs (Ray dashboard), plus the single-process serving engines SGLang and TGI (Text Generation Inference): a one-shot cluster overview (deployments + total replicas + queue backpressure), request metrics (TTFT / TPOT / e2e latency + token totals), queue depth, KV-cache stats (utilisation, prefix-cache hit rate, preemptions), the flagship latency root-cause analysis (diagnose_latency_spike / diagnose_engine_latency) and low-utilisation RCA, engine-agnostic health + running-model inventory across vLLM/SGLang/TGI, Ray Serve autoscaling and scaling (scale up/down, scale-to-zero, drain a replica), LoRA load/unload, base-model hot-swap, deploy/undeploy/redeploy, prefix-aware routing, GPU utilisation, Ray jobs, and cost per million tokens. Always use this skill for "why is inference slow", "TTFT spike", "latency spike", "GPU underutilised", "scale down the deployment", "scale to zero

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K8S Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a Kubernetes cluster — list/inspect pods, deployments, statefulsets, daemonsets, replicasets, jobs, cronjobs, services, ingresses, endpoints, configmaps, secrets (names/keys only), PVCs/PVs/storageclasses, nodes, namespaces, and events; read pod logs; describe pods/nodes; pod/node top (metrics); read-only diagnostics / RCA (pod-health, workload-readiness); scale deployments/statefulsets; rollout status/history/undo/pause/resume and set image; delete pods/deployments/jobs; create/delete namespaces; and cordon/uncordon/drain nodes. Works with any kubeconfig-reachable cluster (standard Kubernetes, k3s, EKS, GKE, AKS). Always use this skill for "list k8s pods", "scale deployment", "kubernetes pod logs", "describe pod", "why is my pod crashing", "diagnose pods", "which deployments are unhealthy", "rollout undo", "set image", "top pods", "drain node", "cordon node", "restart deployment", "k3s", or "kubectl"-style tasks when the context is explicitly Kubernetes / a c

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Monitoring Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a network / infrastructure monitoring NOC on SolarWinds Orion (SWIS REST + SWQL), Paessler PRTG (web API), or Zabbix 6.x/7.x (JSON-RPC) — a one-shot NOC overview, canned SWQL answers (nodes down, flapping interfaces, muted, high-CPU nodes, full volumes, unmanaged/scheduled), a validated read-only SWQL passthrough, deduped/rolled-up active alerts, SolarWinds node/interface/volume/application health and top-N, PRTG sensors/devices/groups/history/alarms, Zabbix problems/hosts/host-groups/triggers/events/item-history/maintenances, and guarded writes (acknowledge, mute/unmute, schedule maintenance, unmanage/remanage, remove node, pause/resume sensor, create/delete Zabbix maintenance window). Always use this skill for "SolarWinds", "Orion", "SWQL", "THWACK question", "PRTG", "Paessler", "Zabbix", "Zabbix problem", "Zabbix trigger", "Zabbix maintenance", "NOC overview", "which nodes are down", "flapping interfaces", "interface flap storm", "alert storm", "acknowledge

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Network Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a network device — read device facts, interfaces (+ counters/IP), BGP/LLDP neighbors (summary and detail), ARP/MAC tables, VLANs, routes, hardware environment (fans/temp/power/CPU/mem), optics, NTP, users, SNMP info, VRFs, and an aggregated device-health summary; run read-only RCA diagnostics on interface health and BGP neighbors; back up a switch/router config, diff a candidate config (dry-run), and merge/replace/rollback config — across Cisco IOS/IOS-XE, Nexus NX-OS, IOS-XR, Arista EOS, and Juniper Junos via NAPALM. An optional NetBox block adds source-of-truth lookups. Always use this skill for "back up switch config", "show bgp neighbors", "diff network config", "push config to router", "show interfaces on the switch", or tasks mentioning "cisco", "arista", "juniper", "nexus", "ios-xr", or "napalm". Do NOT use when the target is not a NAPALM-supported network device (Kubernetes clusters, hypervisor VMs, and cloud consoles are out of scope — route those els

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Nutanix Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate a Nutanix estate through Prism Central (v4 REST API) — an estate/cluster health overview, cluster & host inventory and utilization, VM lifecycle across AHV and ESXi (list/get/power/create/update/clone/delete/migrate), storage containers, subnets/network, images & categories, data protection / DR (snapshots, recovery points, protection domains, VM protect, failover), alerts & events with alert RCA (analyze_alert), LCM firmware/software upgrades, capacity runway forecasting, and read-only diagnostics/RCA over the whole estate (cluster_health_rca, alert_triage_rca). Always use this skill for "Nutanix", "Prism Central", "AHV", "cluster health", "list VMs", "power on/off a VM", "clone/migrate a VM", "delete a VM", "snapshot", "recovery point", "protection domain", "failover", "why did this alert fire" / "root cause this alert", "LCM upgrade / firmware", "days until storage is full" / "capacity runway", "what's wrong with my cluster" / "diagnose the estate", "triage

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Proxmox Aiops · aiops-tools bundle
Use this skill whenever the user needs to manage VMs and containers on Proxmox VE — list/inspect/configure VMs, power and lifecycle (start/stop/shutdown/reboot/reconfigure/clone/delete/migrate), snapshots (create/delete/list/rollback), disk grow/move, vzdump backups (create/list/restore), LXC containers (list/start/stop), cluster/node status, cluster resource inventory, async task polling + logs, free-VMID lookup, HA status, resource pools, firewall inspection, guest-agent ping, and storage listing. Also use it to diagnose cluster health — rank nodes by CPU/memory/disk pressure and scan guests for saturation (read-only RCA). Always use this skill for "list proxmox vms", "start proxmox vm", "stop proxmox vm", "proxmox snapshot", "proxmox backup", "restore proxmox vm", "resize proxmox disk", "proxmox vm status", "migrate proxmox vm", "proxmox container", "proxmox ha", "proxmox pool", "proxmox firewall", "list proxmox storage", "proxmox node pressure", or "why is proxmox slow" when the context is explicitly Prox

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Truenas Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capacity), inspect ZFS pools (list/get/status, capacity, scrub status, start a scrub), datasets (list/get/create), snapshots (list/create/delete), physical disks and S.M.A.R.T. self-test results, system alerts, services (list/restart), and replication / cloud-sync tasks. Always use this skill for "list truenas pools", "truenas dataset", "create zfs snapshot", "start a scrub", "diagnose truenas pool health", "why is my pool degraded", "truenas disk health", "truenas smart test", "truenas alerts", "restart truenas service", or "truenas replication" when the context is explicitly TrueNAS / TrueNAS SCALE / a ZFS NAS appliance. Do NOT use when the target is not a TrueNAS SCALE appliance — other NAS/storage products, backup software, hypervisor VM lifecycle, container clusters, and network devices are out of scope (negative routing hints only).

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Veeam Aiops · aiops-tools bundle
Use this skill whenever the user needs to operate Veeam Backup & Replication — a one-shot health overview, read-only diagnostics / RCA (triage failed backup-job sessions and flag repositories low on space), list/inspect/start/stop/retry backup jobs, enable/disable jobs, list restore points and start a VM restore, list backup repositories with capacity, list stored backups and their objects, inventory backup infrastructure (managed servers, proxies), and poll/stop async sessions for job/restore progress. Always use this skill for "list veeam jobs", "run veeam backup", "start veeam job", "veeam restore", "veeam repository", "veeam backup status", or "veeam session" when the context is explicitly Veeam / Veeam Backup & Replication / VBR. Do NOT use when the target is not Veeam Backup & Replication (other backup products, hypervisor lifecycle, or cloud providers are out of scope). Common Veeam B&R operations with a built-in governance harness (audit, policy, token budget, undo, risk-tiers).

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12 published skills