Infrastructure skills

Newest skills

39 skills

aspire-monitoring

**ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard. Routes between local Aspire CLI, AKS workload diagnostics, and deployed Azure resource health. USE FOR: aspire logs, aspire otel logs, aspire otel traces, aspire otel spans, aspire describe, aspire ps, aspire export, aspire dashboard run, describe --include-hidden, browser logs in dashboard, terminal view, DevTunnel URLs, WithBrowserLogs, App Insights query, AKS pod logs, container app logs. DO NOT USE FOR: start/stop/wait (use aspire-orchestration

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system-type-multi-tenant-saas

Domain patterns for multi-tenant SaaS platforms — tenant isolation models, data partitioning, noisy neighbor mitigation, per-tenant configuration, billing metering, and failure modes. Use when designing or evaluating SaaS products that serve multiple customers from shared infrastructure.

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system-type-ml-serving

Domain patterns for ML/AI serving and training systems — model serving, feature stores, training pipelines, experiment tracking, A/B testing, GPU scheduling, and failure modes. Use when designing or evaluating machine learning infrastructure, model serving platforms, or AI-powered product features.

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instrument-observability

Instruments Microsoft Agent 365 observability into existing .NET AgentFramework, Node.js, or Python agents. Adds OTel-based tracing, context propagation, A365 exporter, manual instrumentation scopes (InvokeAgentScope, InferenceScope, ExecuteToolScope — required for store publishing), and updates configuration files. Asks a two-stage question — agent kind (AI Teammate or Agent (Non AI Teammate)) and auth mode — to determine the correct token path: OBO (`obo` / `agentic-user`) or Service Principal (`s2s`) (FMI 3-hop token chain with Power Platform scope supported for .NET, Node.js, and Python —

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a365-code-validator

Validates and optionally fixes Agent 365 observability code so an agent actually emits MAC Activity telemetry. Use when an Agent 365 agent's telemetry isn't reaching MAC Activity or Defender, when spans export (HTTP 200 / "sent") but Activity stays empty, when the caller or agent id looks wrong in reporting, or to pre-flight whether an agent will emit MAC Activity before shipping. Diagnoses and fixes existing instrumentation; do NOT use it to add observability from scratch — use instrument-observability for that. Checks exporter activation, runtime agent-identity binding (vs blueprint id), the

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wizard

Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.

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caveman-setup

Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change. Use for "set up caveman" or adding LLM spend observability.

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social

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' 'create a reel,' 's

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portfolio-monitoring

Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".

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macro-rates-monitor

Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.

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inventory-operations

Stock, capacity, and availability monitoring, acting on low-stock and slow-mover alerts, triaging order exceptions such as delays, return spikes, and complaints, and the operator's daily briefing; any start-of-day or what-needs-attention rundown is this flow, presented as a digest. Not needed for performance questions with no operational action attached.

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oncall-init

Set up Claude Tag for oncall for a team, from that team's standing (public) oncall / monitoring channel. It does two things: it sets the channel up for monitoring, so alerts and incident posts here (from a person or from another Slack bot) get triaged and acted on automatically, and it finds and sets up the connectors, plugins and skills Claude can use for oncall. A workspace can have several such channels (one per team or rotation); run it once in each, by anyone, and every run adds or updates that team's section in the one oncall memory in shared workspace memory, never touching another team

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oncall-handoff

Run the oncall handoff for a rotation window — the whole handoff, not just a document: build the summary (what the incoming oncall needs to know first, what is still open, incidents with impact numbers, alert and page counts, hygiene suggestions, every number traceable to a source), post it as the report for the outgoing oncall to correct, walk the incoming oncall through the open items and answer their questions in the thread, update the open-items list as they respond, and note when the incoming person acknowledges. Runs mainly in the team's standing oncall / monitoring channel, normally as

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incident-investigate

Investigate an alert, page, or production symptom in an incident channel, or in a team's oncall / monitoring channel — in an alert's own thread, or under a top-level message reporting one — and report findings a human can verify. Ordinary conversation, questions, links and chatter are not alerts: leave those alone — a post that is clearly none of these does not select this skill outside a covered feed channel, where the sorting ladder judges it instead. Use when an alert or page lands, when error rate, latency, or saturation is up, when someone asks "why is X broken", "is this real", "is anyon

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incident-init

Automatic init the first time Claude acts in an incident or alerts channel — a channel named like #inc-…, #incident-…, #sev0-…/#sev1-…, or one whose recent messages are pages or alerts — posted by PagerDuty, Opsgenie, incident.io, Datadog, Sentry or Grafana, or typed by people relaying them; ordinary talk about having been paged is not an alert — and that is not already set up as a team's oncall / monitoring channel. Run it once per channel, on first contact (just invited, first @-mention, channel just created), before doing whatever was asked: load the oncall memory that oncall setup wrote to

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