Phase 07 · Operate
Operate
The Operate phase is where a builder keeps a live product healthy and cheap to run - error tracking, monitoring and observability, infrastructure and cost, and iteration and experiments. Skillselion organizes the complete catalog of AI-coding skills, MCP servers and workflows for this phase and highlights the best tool to stay on top of production alone.
The top-ranked Operate-phase tools for solo builders are azure-diagnostics, appinsights-instrumentation, azure-resource-lookup.
Ranked shortlists: Best marketplaces · Best MCP servers · Best plugins · Best skills
TypeDescription
1Azure DiagnosticsDev ToolsskillTriage production Azure failures across App Service, Functions, AKS, and messaging with AppLens, logs, and KQL.374k1.2k
2Appinsights InstrumentationMonitoring & CloudskillWire Azure Application Insights onto an ASP.NET Core or Node.js app in App Service—via Portal auto-instrument or OpenTelemetry in code—so telemetry flows without guessing portal URLs or package names.374k1.2k
3Azure Resource LookupMonitoring & CloudskillInventory and discover VMs, web apps, storage, and other Azure assets across subscriptions without deploying or changing anything.373k1.2k
4Azure RbacMonitoring & CloudskillPick least-privilege Azure RBAC roles, generate CLI and Bicep role assignments, and clarify prerequisites for granting access373k1.2k
5Azure KustoMonitoring & CloudskillRun KQL against Azure Data Explorer for logs, telemetry, time series, schema discovery, and operational analytics373k1.2k
6Azure Resource VisualizerMonitoring & CloudskillDiscover Azure resource groups, map resource dependencies, and export Mermaid architecture diagrams for documentation or reviews.373k1.2k
7Azure MessagingMonitoring & CloudskillDiagnose and fix Azure Event Hubs and Service Bus SDK failures when messages stall, locks expire, or AMQP connections drop in production.363k1.2k
8Azure ComputeMonitoring & CloudskillRoute Azure VM and VMSS requests to sizing recommendations, connectivity troubleshooting, capacity reservations, or Essential Machine Management.317k1.2k
9Azure Cloud MigrateMonitoring & CloudskillMigrate Google App Engine workloads to Azure App Service with service mapping, app.yaml to Bicep translation, and data store equivalents.307k1.2k
10Azure QuotasMonitoring & CloudskillCheck Azure subscription quotas, compare regional capacity, and request increases before deployments fail with limit errors.244k1.2k
11Azure UpgradeMonitoring & CloudskillAssess and execute Azure plan, tier, SKU, SDK, or Redis upgrades with phased assessments and idempotent automation.237k1.2k
12Azure Enterprise Infra PlannerMonitoring & CloudskillArchitect enterprise Azure landing zones, hub-spoke networks, DR topologies, and generate approved Bicep or Terraform at subscription scope.211k1.2k
13Lark WikiDocs & PlanningskillTag when resolving Lark wiki URLs, listing or deleting spaces by name, and managing wiki nodes or members with correct user versus bot identity.209k13.7k
14Lark MailDocs & PlanningskillDraft, send, reply, search, and organize Feishu mail (folders, labels, rules, attachments) via lark-cli with safe handling of untrusted message content.209k13.7k
15Lark Workflow Meeting SummaryAutomationskillAggregate Lark VC meetings in a date range, pull meeting-note documents, and produce a structured meeting recap or weekly report.208k13.7k
16Lark Workflow Standup ReportDocs & PlanningskillGenerate a daily or weekly standup-style digest combining calendar agenda and open tasks for today, tomorrow, or a chosen range.208k13.7k
17Azure Cost OptimizationMonitoring & CloudskillAnalyze Azure subscriptions for orphaned resources, rightsizing opportunities, and cost spikes using Cost Management and azqr data.207k1.2k
18TzstDev ToolsskillCreate, extract, list, and test .tzst or .tar.zst archives with the tzst CLI, including levels, filters, JSON output, and install paths.197k61
19Azure CostMonitoring & CloudskillQuery historical and amortized Azure spend, forecast bills, break down costs by service/tag/RG, and find savings via rightsizing and orphaned resources.179k1.2k
20CavemanDocs & PlanningskillKeep agent replies ultra-compressed (~75% fewer tokens) while preserving exact technical terms, code, and error quotes.176k121k
21TriageDev ToolsskillTriage project issues through bug/enhancement categories and states from needs-triage to ready-for-agent or wontfix.168k121k
22Lark AttendanceAutomationskillQuery your own Feishu/Lark attendance punch records through lark-cli when an agent needs factual check-in history—without asking you for employee IDs.161k13.7k
23HandoffDocs & PlanningskillEnd a long agent session by writing a compact handoff doc (with suggested skills) so the next agent continues without re-reading the full thread.136k121k
24Caveman HelpDev ToolsskillOne-shot cheat sheet of Caveman slash commands, modes, sibling skills, and how to deactivate or set default mode—without changing active mode.133k70k
25Airunway Aks SetupMonitoring & CloudskillWalk from an existing AKS cluster through AI Runway controller install, GPU assessment, provider setup, and first model deployment with cost and prerequisite handoffs.124k1.2k
26DocxDocs & PlanningskillCreate, read, edit, or repack Word .docx deliverables (reports, memos, letters, TOC, tracked changes, images) via pandoc, docx-js, or XML unpack/repack—not PDFs or spreadsheets.118k148k
27Azure ObservabilityMonitoring & CloudskillRoute your agent through Azure Monitor, Application Insights, Log Analytics, alerts, and workbooks for metrics, APM, KQL, and dashboards on live Azure workloads.98.2k1.2k
28Caveman StatsAI & AgentsskillRun /caveman-stats to see real session token input, output, and estimated caveman savings from the Claude Code JSONL log without asking the model to guess.90.6k70k
29Convex Migration HelperBackend & DataskillPlan and execute Convex schema and data migrations without breaking live readers or writers.61.9k31
30Azure ReliabilityMonitoring & CloudskillAudit Azure Functions reliability in a live subscription and apply zone redundancy, storage resilience, and multi-region failover with confirmed CLI or IaC steps.58.7k1.2k
31CompressAI & AgentsskillShrink bloated CLAUDE.md, todos, and preference files into caveman format to cut agent input tokens without dropping technical substance.46.2k70k
32Firebase CrashlyticsFrontend & DesignskillProvision Firebase Crashlytics and wire Android or iOS SDK usage so crashes and non-fatal errors are actionable in production.36.1k345
33Safe DebugDev ToolsskillDiagnose deep-learning training or research stack traces conservatively—likely cause, smallest safe fix, and savepoint guidance—without patching code until you explicitly approve.32.3k412
34Gws Calendar AgendaDocs & PlanningskillPull a read-only Google Calendar agenda (today, week, or N days) from the terminal for planning and agent context.26k26.9k
35Next UpgradeFrontend & DesignskillBump a Next.js app to the latest release using official upgrade guides, codemods, and coordinated React peer dependency updates.23k919
36MastraDev ToolsskillResolve Mastra agent build failures, module/import errors, and API drift without guessing from scattered docs.18.5k57
37Gws WorkflowAutomationskillChain Gmail, Calendar, Drive, Tasks, and Chat via the `gws` CLI into standup reports, meeting prep, email-to-task, weekly digests, and file announcements without leaving the terminal.17.4k26.9k
38Gws Workflow Email To TaskDocs & PlanningskillTurn a specific Gmail message into a Google Tasks item using gws so action items leave the inbox without manual copy-paste.16.9k26.9k
39Gws Workflow Standup ReportDocs & PlanningskillGenerate today’s meetings plus open Google Tasks as a standup summary in json, table, yaml, or csv via one gws workflow command.16.4k26.9k
40Gws Workflow Weekly DigestDocs & PlanningskillPull a read-only weekly snapshot of calendar meetings and Gmail unread counts through the gws CLI without opening multiple Google apps.16.4k26.9k
41Recipe Create Gmail FilterAutomationskillAutomate Gmail inbox triage by creating filters that label, star, or move mail without clicking through the Gmail UI.16.3k26.9k
42Recipe Backup Sheet As CsvAutomationskillExport a live Google Sheet to CSV on disk for backups, ETL, or offline analysis without leaving the agent.16.1k26.9k
43Recipe Plan Weekly ScheduleDocs & PlanningskillAudit your Google Calendar week with the gws CLI, spot open blocks, and insert deep-work or focus events without leaving the agent.15.9k26.9k
44Recipe Compare Sheet TabsAutomationskillDiff two Google Sheet tabs month-over-month without exporting CSVs or writing one-off scripts.15.9k26.9k
45Recipe Bulk Download FolderAutomationskillMirror or back up every file in a Google Drive folder locally with list, download, and Docs-to-PDF export commands.15.9k26.9k
46Gws Events RenewAutomationskillRenew or bulk-reactivate Google Workspace Events subscriptions with the gws CLI before webhooks silently stop firing.15.8k26.9k
47Gws Admin ReportsMonitoring & CloudskillQuery Google Workspace admin audit activities and customer or entity usage reports from the terminal when you need compliance trails or seat and app usage stats.15.7k26.9k
48Recipe Find Large FilesDocs & PlanningskillList the top Google Drive files by quota usage so you can archive or delete storage hogs.15.6k26.9k
49Recipe Copy Sheet For New MonthAutomationskillRoll forward a monthly tracking spreadsheet by copying the template tab and renaming it for the new period with gws sheets commands.15.5k26.9k
50Recipe Review Overdue TasksDocs & PlanningskillTriage overdue items in Google Tasks via the gws CLI so a coding agent can list incomplete work and flag what needs attention.15.4k26.9k
51Persona It AdminMonitoring & CloudskillOperate as a Google Workspace IT admin persona—security monitoring, audit review, Drive sharing policy, and daily standup via gws with gmail, drive, and calendar skills loaded.15.4k26.9k
52Recipe Create Expense TrackerAutomationskillSpin up a shared Google Sheets expense tracker with headers, a sample row, and manager read access via the gws CLI.15.3k26.9k
53Recipe Sync Contacts To SheetAutomationskillExport your Google Workspace directory contacts into a spreadsheet for outreach lists, audits, or CRM handoff without manual copy-paste.15.3k26.9k
54Recipe Review Meet ParticipantsDocs & PlanningskillAudit Google Meet attendance and session duration after calls using the gws CLI without opening the Admin console.15.3k26.9k
55Recipe Post Mortem SetupAutomationskillSpin up a Google Docs post-mortem, calendar review, and Chat notice in one shot after an incident without juggling three separate Workspace flows.15.3k26.9k
56Google Agents Cli ObservabilityMonitoring & CloudskillTurn on BigQuery agent analytics, Cloud Trace, and prompt-response logging for scaffolded Google ADK agents.12.4k2.7k
57Memory MergerAI & AgentsskillRoll mature domain learnings from a Copilot memory file into the matching instruction file so agent guidance stays current without duplicate notes.12.2k34.6k
58Vercel OptimizeAutomationskillAudit a live Vercel deployment for cost and latency using CLI metrics, gated scripts, and a verified optimization report—not guesswork from source alone.11.9k27.7k
59Agent PulseAI & AgentsskillSnapshot recent agent sessions, token usage, model costs, health signals, and forecasts via the Agent Pulse CLI.11.6k1
60Terraform Module LibraryMonitoring & CloudskillReuse hardened AWS and OCI Terraform module patterns (VPC, EKS, RDS, S3, ALB, Lambda, security groups) instead of inventing IaC from scratch.11.1k36.5k
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