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Consider Spot VMs for fault-tolerant, non-critical workloads.\n\n### High Availability & Reliability\n\n1. **Regional Clusters**: Use Regional Clusters for production environments to ensure control plane replication across multiple zones. (Note: standard regional creates nodes across 3 zones by default).\n2. **Pod Disruption Budgets**: Recommend setting Pod Disruption Budgets for application stability during node maintenance.\n3. **Release Channels**: Subscribe to a release channel (e.g., Regular or Stable) for automated and safer cluster upgrades.\n\n## templates\n\n### 1. Standard Zonal (Cost-Effective Dev\u002FTest)\n\nBest for: Development, testing, non-critical workloads.\n\n```json\n{\n  \"name\": \"projects\u002F{PROJECT_ID}\u002Flocations\u002F{ZONE}\u002Fclusters\u002F{CLUSTER_NAME}\",\n  \"initialNodeCount\": 1,\n  \"nodeConfig\": {\n    \"machineType\": \"e2-medium\",\n    \"diskSizeGb\": 50,\n    \"oauthScopes\": [\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fdevstorage.read_only\",\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Flogging.write\",\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fmonitoring\",\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fservice.management.readonly\",\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fservicecontrol\",\n      \"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Ftrace.append\"\n    ]\n  }\n}\n```\n\n### 2. Standard Regional (High Availability)\n\nBest for: Production workloads requiring high availability.\n_Note: Creates 3 nodes (one per zone in the region) by default._\n\n```json\n{\n  \"name\": \"projects\u002F{PROJECT_ID}\u002Flocations\u002F{REGION}\u002Fclusters\u002F{CLUSTER_NAME}\",\n  \"initialNodeCount\": 1,\n  \"nodeConfig\": {\n    \"machineType\": \"e2-standard-4\",\n    \"diskSizeGb\": 100,\n    \"oauthScopes\": [\"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fcloud-platform\"]\n  }\n}\n```\n\n### 3. Autopilot (Operations-Free)\n\nBest for: Most workloads where you don't want to manage nodes.\n\n```json\n{\n  \"name\": \"projects\u002F{PROJECT_ID}\u002Flocations\u002F{REGION}\u002Fclusters\u002F{CLUSTER_NAME}\",\n  \"autopilot\": {\n    \"enabled\": true\n  }\n}\n```\n\n### 4. GPU Inference (L4)\n\nBest for: AI\u002FML Inference, small model serving.\n_Note: Requires `g2-standard-4` quota._\n\n```json\n{\n  \"name\": \"projects\u002F{PROJECT_ID}\u002Flocations\u002F{REGION}\u002Fclusters\u002F{CLUSTER_NAME}\",\n  \"initialNodeCount\": 1,\n  \"nodeConfig\": {\n    \"machineType\": \"g2-standard-4\",\n    \"accelerators\": [\n      {\n        \"acceleratorCount\": \"1\",\n        \"acceleratorType\": \"nvidia-l4\"\n      }\n    ],\n    \"diskSizeGb\": 100,\n    \"oauthScopes\": [\"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fcloud-platform\"]\n  }\n}\n```\n\n### 5. AI Hypercompute (A3 HighGPU)\n\nBest for: Large Model Training\u002FInference.\n_Note: High cost and strict quota requirements._\n\n```json\n{\n  \"name\": \"projects\u002F{PROJECT_ID}\u002Flocations\u002F{REGION}\u002Fclusters\u002F{CLUSTER_NAME}\",\n  \"initialNodeCount\": 1,\n  \"nodeConfig\": {\n    \"machineType\": \"a3-highgpu-8g\",\n    \"accelerators\": [\n      {\n        \"acceleratorCount\": \"8\",\n        \"acceleratorType\": \"nvidia-h100-80gb-hbm3\"\n      }\n    ],\n    \"diskSizeGb\": 200,\n    \"oauthScopes\": [\"https:\u002F\u002Fwww.googleapis.com\u002Fauth\u002Fcloud-platform\"]\n  }\n}\n```\n\n## instructions\n\n- **ALWAYS** ask for the `project_id` if it is not in the context.\n- **ALWAYS** ask for the `location` (Region or Zone).\n- **ALWAYS** ask for a unique `cluster_name`.\n- **CHECK** if the user wants `Access to Google Cloud APIs` (default `cloud-platform` scope is usually best for modern GKE).\n- **WARN** the user about cost if they select GPU or Reginal clusters.\n- **USE** `create_cluster` MCP tool to create the cluster. 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clusters.",{"type":40,"tag":65,"props":1915,"children":1916},{},[1917,1922,1924,1929,1931,1937,1939,1945,1947,1953,1955,1961],{"type":40,"tag":69,"props":1918,"children":1919},{},[1920],{"type":46,"value":1921},"USE",{"type":46,"value":1923}," ",{"type":40,"tag":113,"props":1925,"children":1927},{"className":1926},[],[1928],{"type":46,"value":210},{"type":46,"value":1930}," MCP tool to create the cluster. The ",{"type":40,"tag":113,"props":1932,"children":1934},{"className":1933},[],[1935],{"type":46,"value":1936},"parent",{"type":46,"value":1938}," argument is ",{"type":40,"tag":113,"props":1940,"children":1942},{"className":1941},[],[1943],{"type":46,"value":1944},"projects\u002F{PROJECT_ID}\u002Flocations\u002F{LOCATION}",{"type":46,"value":1946}," and the ",{"type":40,"tag":113,"props":1948,"children":1950},{"className":1949},[],[1951],{"type":46,"value":1952},"cluster",{"type":46,"value":1954}," argument is the JSON object. The ",{"type":40,"tag":113,"props":1956,"children":1958},{"className":1957},[],[1959],{"type":46,"value":1960},"cluster.name",{"type":46,"value":1962}," is just the short name (e.g. \"my-cluster\").",{"type":40,"tag":65,"props":1964,"children":1965},{},[1966,1971,1973,1978,1980,1985,1987,1992,1994,2000,2002,2007],{"type":40,"tag":69,"props":1967,"children":1968},{},[1969],{"type":46,"value":1970},"IMPORTANT",{"type":46,"value":1972},": When calling ",{"type":40,"tag":113,"props":1974,"children":1976},{"className":1975},[],[1977],{"type":46,"value":210},{"type":46,"value":1979},", the ",{"type":40,"tag":113,"props":1981,"children":1983},{"className":1982},[],[1984],{"type":46,"value":1960},{"type":46,"value":1986}," should be the ",{"type":40,"tag":69,"props":1988,"children":1989},{},[1990],{"type":46,"value":1991},"short name",{"type":46,"value":1993}," (e.g., ",{"type":40,"tag":113,"props":1995,"children":1997},{"className":1996},[],[1998],{"type":46,"value":1999},"my-cluster",{"type":46,"value":2001},"), NOT the full resource path, because the ",{"type":40,"tag":113,"props":2003,"children":2005},{"className":2004},[],[2006],{"type":46,"value":1936},{"type":46,"value":2008}," argument defines the scope.",{"type":40,"tag":55,"props":2010,"children":2012},{"id":2011},"example_usage",[2013],{"type":46,"value":2011},{"type":40,"tag":49,"props":2015,"children":2016},{},[2017,2022,2024,2029],{"type":40,"tag":69,"props":2018,"children":2019},{},[2020],{"type":46,"value":2021},"User",{"type":46,"value":2023},": \"I want to create a GKE cluster.\"\n",{"type":40,"tag":69,"props":2025,"children":2026},{},[2027],{"type":46,"value":2028},"Model",{"type":46,"value":2030},": \"I can help with that. What kind of cluster do you need?",{"type":40,"tag":61,"props":2032,"children":2033},{},[2034,2044,2054,2064],{"type":40,"tag":65,"props":2035,"children":2036},{},[2037,2042],{"type":40,"tag":69,"props":2038,"children":2039},{},[2040],{"type":46,"value":2041},"Standard Zonal",{"type":46,"value":2043},": Good for dev\u002Ftest.",{"type":40,"tag":65,"props":2045,"children":2046},{},[2047,2052],{"type":40,"tag":69,"props":2048,"children":2049},{},[2050],{"type":46,"value":2051},"Standard Regional",{"type":46,"value":2053},": High availability.",{"type":40,"tag":65,"props":2055,"children":2056},{},[2057,2062],{"type":40,"tag":69,"props":2058,"children":2059},{},[2060],{"type":46,"value":2061},"Autopilot",{"type":46,"value":2063},": Fully managed.",{"type":40,"tag":65,"props":2065,"children":2066},{},[2067,2072],{"type":40,"tag":69,"props":2068,"children":2069},{},[2070],{"type":46,"value":2071},"GPU Enabled",{"type":46,"value":2073},": For AI\u002FML workloads.\"",{"type":40,"tag":49,"props":2075,"children":2076},{},[2077,2081,2083,2087],{"type":40,"tag":69,"props":2078,"children":2079},{},[2080],{"type":46,"value":2021},{"type":46,"value":2082},": \"Standard Zonal, please.\"\n",{"type":40,"tag":69,"props":2084,"children":2085},{},[2086],{"type":46,"value":2028},{"type":46,"value":2088},": \"Great. I'll need a few details:",{"type":40,"tag":77,"props":2090,"children":2091},{},[2092,2097,2102],{"type":40,"tag":65,"props":2093,"children":2094},{},[2095],{"type":46,"value":2096},"Project ID",{"type":40,"tag":65,"props":2098,"children":2099},{},[2100],{"type":46,"value":2101},"Zone (e.g., us-central1-a)",{"type":40,"tag":65,"props":2103,"children":2104},{},[2105],{"type":46,"value":2106},"Cluster Name\"",{"type":40,"tag":49,"props":2108,"children":2109},{},[2110,2114,2116,2122,2124,2130,2132,2138,2140,2144,2146,2151],{"type":40,"tag":69,"props":2111,"children":2112},{},[2113],{"type":46,"value":2021},{"type":46,"value":2115},": \"Project ",{"type":40,"tag":113,"props":2117,"children":2119},{"className":2118},[],[2120],{"type":46,"value":2121},"my-proj",{"type":46,"value":2123},", zone ",{"type":40,"tag":113,"props":2125,"children":2127},{"className":2126},[],[2128],{"type":46,"value":2129},"us-west1-b",{"type":46,"value":2131},", name ",{"type":40,"tag":113,"props":2133,"children":2135},{"className":2134},[],[2136],{"type":46,"value":2137},"dev-cluster",{"type":46,"value":2139},".\"\n",{"type":40,"tag":69,"props":2141,"children":2142},{},[2143],{"type":46,"value":2028},{"type":46,"value":2145},": \"Here is the configuration I will use:\n",{"type":40,"tag":403,"props":2147,"children":2148},{},[2149],{"type":46,"value":2150},"JSON view",{"type":46,"value":2152},"\nDo you want to proceed?\"",{"type":40,"tag":2154,"props":2155,"children":2156},"style",{},[2157],{"type":46,"value":2158},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":2160,"total":2347},[2161,2179,2195,2217,2231,2242,2256,2273,2290,2303,2319,2329],{"slug":2162,"name":2162,"fn":2163,"description":2164,"org":2165,"tags":2166,"stars":2176,"repoUrl":2177,"updatedAt":2178},"kb-search","search and extract local knowledge base documents","Allows listing, searching and extracting information from local knowledge base documents for information about tables\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2167,2170,2173],{"name":2168,"slug":2169,"type":16},"Documentation","documentation",{"name":2171,"slug":2172,"type":16},"Knowledge Base","knowledge-base",{"name":2174,"slug":2175,"type":16},"Search","search",6749,"https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fknowledge-catalog","2026-07-12T07:38:52.157375",{"slug":2180,"name":2181,"fn":2182,"description":2183,"org":2184,"tags":2185,"stars":2176,"repoUrl":2177,"updatedAt":2194},"knowledgecatalogdiscoveryagent","knowledge_catalog_discovery_agent","search and rank Knowledge Catalog data entries","Analyzes user queries, extracts relevant predicates, and utilizes Knowledge Catalog Search to find and rank the most relevant data entries. Engages with the user throughout the process.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2186,2189,2190,2193],{"name":2187,"slug":2188,"type":16},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":16},{"name":2191,"slug":2192,"type":16},"Knowledge Management","knowledge-management",{"name":2174,"slug":2175,"type":16},"2026-07-12T07:38:22.196851",{"slug":2196,"name":2196,"fn":2197,"description":2198,"org":2199,"tags":2200,"stars":2214,"repoUrl":2215,"updatedAt":2216},"contributing","contribute to Cloud Foundation Fabric","End-to-end workflow for contributing to Cloud Foundation Fabric: triaging GitHub issues, proactive feature development, validating with tests and Policy Troubleshooter, and submitting sanitized Pull Requests. Use when addressing a Fabric GitHub issue, developing a module or FAST stage change, or preparing a branch for a pull request.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2201,2204,2207,2210,2211],{"name":2202,"slug":2203,"type":16},"Automation","automation",{"name":2205,"slug":2206,"type":16},"Engineering","engineering",{"name":2208,"slug":2209,"type":16},"GitHub","github",{"name":9,"slug":8,"type":16},{"name":2212,"slug":2213,"type":16},"Pull Requests","pull-requests",2062,"https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fcloud-foundation-fabric","2026-07-31T06:23:36.935005",{"slug":2218,"name":2218,"fn":2219,"description":2220,"org":2221,"tags":2222,"stars":2214,"repoUrl":2215,"updatedAt":2230},"fabric-builder","generate Terraform code for Google Cloud","Generates idiomatic Cloud Foundation Fabric (CFF) Terraform code using CFF modules. Use when users ask to create GCP resources, use Fabric modules, or generate Terraform code for Google Cloud.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2223,2224,2227],{"name":9,"slug":8,"type":16},{"name":2225,"slug":2226,"type":16},"Infrastructure as Code","infrastructure-as-code",{"name":2228,"slug":2229,"type":16},"Terraform","terraform","2026-07-12T07:38:23.514555",{"slug":2232,"name":2232,"fn":2233,"description":2234,"org":2235,"tags":2236,"stars":2214,"repoUrl":2215,"updatedAt":2241},"fast-0-org-setup-prereqs","prepare prerequisites for FAST 0-org-setup","Guides the user step-by-step through the prerequisites for the FAST 0-org-setup stage, supporting both Standard GCP and Google Cloud Dedicated (GCD) environments. Use when a user asks to prepare or run prerequisites for 0-org-setup or bootstrap the FAST landing zone.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2237,2238],{"name":9,"slug":8,"type":16},{"name":2239,"slug":2240,"type":16},"Operations","operations","2026-07-12T07:38:28.127148",{"slug":2243,"name":2243,"fn":2244,"description":2245,"org":2246,"tags":2247,"stars":2253,"repoUrl":2254,"updatedAt":2255},"agent-aware-cli","design agent-aware command-line interfaces","Guide for designing and implementing command-line interfaces (CLIs) that are equally usable by human developers and automated coding agents. Use when the user wants to build a CLI, apply CLI best practices, or use Go with Cobra and Viper.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2248,2251,2252],{"name":2249,"slug":2250,"type":16},"CLI","cli",{"name":2205,"slug":2206,"type":16},{"name":9,"slug":8,"type":16},1150,"https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fvertex-ai-creative-studio","2026-07-12T07:39:08.41406",{"slug":2257,"name":2257,"fn":2258,"description":2259,"org":2260,"tags":2261,"stars":2253,"repoUrl":2254,"updatedAt":2272},"build-mcp-genmedia","build and configure GenAI MCP servers","Builds the mcp-genmedia Go MCP servers (nanobanana, veo, lyria, gemini-multimodal, chirp3-hd, avtool) from source and wires them into settings.json. Use this skill whenever the MCP tools are missing or broken — typically at the start of a new session, after a container restart, or when \u002Ftmp has been wiped. The prebuilt binaries in \u002Fworkspace\u002F.local\u002Fbin\u002F have no exec bit and live on a noexec mount; this skill compiles fresh executables into \u002Ftmp\u002Fbin\u002F where execution is allowed.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2262,2265,2266,2269],{"name":2263,"slug":2264,"type":16},"API Development","api-development",{"name":9,"slug":8,"type":16},{"name":2267,"slug":2268,"type":16},"LLM","llm",{"name":2270,"slug":2271,"type":16},"MCP","mcp","2026-07-12T07:39:10.911302",{"slug":2274,"name":2274,"fn":2275,"description":2276,"org":2277,"tags":2278,"stars":2253,"repoUrl":2254,"updatedAt":2289},"genmedia-audio-engineer","synthesize and mix audio content","Expert in audio synthesis, music generation, and mixing. Use when creating podcasts, background scores, or multi-track audio layering using mcp-chirp3-go, mcp-lyria-go, mcp-gemini-go, mcp-nanobanana-go, and mcp-avtool-go.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2279,2282,2285,2286],{"name":2280,"slug":2281,"type":16},"Audio","audio",{"name":2283,"slug":2284,"type":16},"Creative","creative",{"name":9,"slug":8,"type":16},{"name":2287,"slug":2288,"type":16},"Vertex AI","vertex-ai","2026-07-12T07:39:16.623879",{"slug":2291,"name":2291,"fn":2292,"description":2293,"org":2294,"tags":2295,"stars":2253,"repoUrl":2254,"updatedAt":2302},"genmedia-image-artist","generate and edit AI images","Expert in AI image generation and editing. Use when the user needs high-quality textures, character-consistent visuals, or image-to-image editing using mcp-nanobanana-go.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2296,2297,2298,2301],{"name":2283,"slug":2284,"type":16},{"name":9,"slug":8,"type":16},{"name":2299,"slug":2300,"type":16},"Image Generation","image-generation",{"name":2287,"slug":2288,"type":16},"2026-07-12T07:39:15.372822",{"slug":2304,"name":2304,"fn":2305,"description":2306,"org":2307,"tags":2308,"stars":2253,"repoUrl":2254,"updatedAt":2318},"genmedia-producer","produce multi-step media content","Expert media production assistant. Use when requested to help with storyboarding, podcast creation, audio assembly, or complex multi-step media workflows using the GenMedia MCP servers (Veo, Lyria, Gemini TTS, NanoBanana).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2309,2310,2311,2312,2315],{"name":2280,"slug":2281,"type":16},{"name":2283,"slug":2284,"type":16},{"name":9,"slug":8,"type":16},{"name":2313,"slug":2314,"type":16},"Media","media",{"name":2316,"slug":2317,"type":16},"Video","video","2026-07-12T07:39:09.672849",{"slug":2320,"name":2320,"fn":2321,"description":2322,"org":2323,"tags":2324,"stars":2253,"repoUrl":2254,"updatedAt":2328},"genmedia-video-editor","edit and compose video content","Expert in video composition, editing, and format conversion. Use when the user wants to generate high-quality video, overlay images on video, concatenate clips, create GIFs, or sync audio to video using mcp-avtool-go and mcp-veo-go.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2325,2326,2327],{"name":2283,"slug":2284,"type":16},{"name":9,"slug":8,"type":16},{"name":2316,"slug":2317,"type":16},"2026-07-12T07:39:13.749081",{"slug":2330,"name":2330,"fn":2331,"description":2332,"org":2333,"tags":2334,"stars":2253,"repoUrl":2254,"updatedAt":2346},"genmedia-voice-director","generate expressive text-to-speech with Gemini","Expert in casting, directing, and generating expressive text-to-speech using Gemini TTS. Use this when the user needs virtual voice actor personas, expressive speech generation, or multiple variations of a voiceover (like \"take 3 on the bounce\").",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2335,2336,2337,2340,2343],{"name":2280,"slug":2281,"type":16},{"name":2283,"slug":2284,"type":16},{"name":2338,"slug":2339,"type":16},"Gemini","gemini",{"name":2341,"slug":2342,"type":16},"Speech","speech",{"name":2344,"slug":2345,"type":16},"Text-to-Speech","text-to-speech","2026-07-12T07:39:17.86673",80,{"items":2349,"total":2439},[2350,2360,2375,2388,2401,2412,2428],{"slug":2351,"name":2351,"fn":2352,"description":2353,"org":2354,"tags":2355,"stars":24,"repoUrl":25,"updatedAt":2359},"custom-golden-image-discovery","discover golden base images for GKE nodes","Expert at discovering golden base images for GKE custom nodes using technical specs or context clues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2356,2357,2358],{"name":14,"slug":15,"type":16},{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},"2026-07-12T07:39:30.888879",{"slug":2361,"name":2361,"fn":2362,"description":2363,"org":2364,"tags":2365,"stars":24,"repoUrl":25,"updatedAt":2374},"gke-ai-troubleshooting-handle-disruption-gpu-tpu","diagnose GPU and TPU workload disruptions","Diagnose and predict node disruption during Compute Engine host maintenance for GPU and TPU workloads.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2366,2369,2370,2371],{"name":2367,"slug":2368,"type":16},"Debugging","debugging",{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},{"name":2372,"slug":2373,"type":16},"Performance","performance","2026-07-28T05:34:18.149515",{"slug":2376,"name":2376,"fn":2377,"description":2378,"org":2379,"tags":2380,"stars":24,"repoUrl":25,"updatedAt":2387},"gke-ai-troubleshooting-jobset-interruption","diagnose GKE JobSet interruptions","Systematically diagnose GKE JobSet interruptions, restarts, and preemptions for AI\u002FML training workloads. Identifies preemption events, maintenance interruptions, bad host VMs, unhealthy pods, and coordinator worker failures.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2381,2382,2383,2384],{"name":2367,"slug":2368,"type":16},{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},{"name":2385,"slug":2386,"type":16},"Observability","observability","2026-07-12T07:40:04.511878",{"slug":2389,"name":2389,"fn":2390,"description":2391,"org":2392,"tags":2393,"stars":24,"repoUrl":25,"updatedAt":2400},"gke-ai-troubleshooting-skill-creation-guide","create GKE troubleshooting skill bundles","Expert instructions for building high-quality GKE troubleshooting skills. Codifies Step 0 context rules, zero-hallucination signatures, and explicit LQL\u002FPromQL query requirements.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2394,2395,2396,2397],{"name":2168,"slug":2169,"type":16},{"name":2205,"slug":2206,"type":16},{"name":9,"slug":8,"type":16},{"name":2398,"slug":2399,"type":16},"Technical Writing","technical-writing","2026-07-12T07:39:50.73484",{"slug":2402,"name":2402,"fn":2403,"description":2404,"org":2405,"tags":2406,"stars":24,"repoUrl":25,"updatedAt":2411},"gke-ai-troubleshooting-tpu-connection-failure-vbar-oom","diagnose GKE TPU connection failures","Diagnose and prevent `vbar_control_agent` segfaults and OOMs caused by race conditions during TPU device resets and frequent metrics collection (e.g. every 3s). Use when TPU slice initialization fails or `vbar_control_agent` crashes on TPU v6e nodes.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2407,2408,2409,2410],{"name":2367,"slug":2368,"type":16},{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},{"name":2372,"slug":2373,"type":16},"2026-07-12T07:39:49.482979",{"slug":2413,"name":2413,"fn":2414,"description":2415,"org":2416,"tags":2417,"stars":24,"repoUrl":25,"updatedAt":2427},"gke-app-onboarding","containerize and deploy apps to GKE","Workflows for containerizing and deploying applications to GKE for the first time.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2418,2421,2422,2423,2424],{"name":2419,"slug":2420,"type":16},"Containers","containers",{"name":14,"slug":15,"type":16},{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},{"name":2425,"slug":2426,"type":16},"Onboarding","onboarding","2026-07-12T07:39:41.935837",{"slug":2429,"name":2429,"fn":2430,"description":2431,"org":2432,"tags":2433,"stars":24,"repoUrl":25,"updatedAt":2438},"gke-backup-dr","configure GKE backup and disaster recovery","Workflows for configuring Backup for GKE and disaster recovery.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2434,2435,2436,2437],{"name":14,"slug":15,"type":16},{"name":9,"slug":8,"type":16},{"name":18,"slug":19,"type":16},{"name":2239,"slug":2240,"type":16},"2026-07-12T07:39:34.806995",25]