AI tools for “analysis”

Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook discovery, security audits, dependency questions, and quick…

…and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit,…

…release readiness, analyze PR, analyze MR, review PR, risk analysis, pre-merge, safe to ship, ready to merge, ready to commit, any risks, before merging, validate changes, release…

…this skill when the advisor already named one specific analysis — "what's the risk on this", "run the stress scenarios", "how does this compare to the model" — and call that tool directly instead of running the…

…is already selected and the advisor is asking for the analysis…

…tool. Use when asked to open the tax evaluator, run a tax analysis, run income projections, import a book of business, import client accounts, analyze imported accounts, enroll or service a Separately Managed Account…

…user, most queried tables, slowest queries, failed query analysis, Athena cost by work group, query audit trail, enable Athena system…

…S3 Tables for CloudWatch, correlate logs, historical log analysis, set up log…

…data task involving BigQuery, including data processing, analysis, and machine learning. Don't use for SQL-first workflows or the google-cloud-bigquery client library — use…

Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system performance issues, or…

…Use this skill when the user asks to generate Root Cause Analysis (RCA), troubleshoot or fix a failed pipeline, DAG in Composer environment and generate RCA…

…prep, integration partner research, technographic signal analysis, B2B prospecting. Triggers on phrases like "what tech does X use", "tech stack for", "technographic snapshot", "what's in their stack", "do they use…

…image or runtime version. Supports static compatibility analysis, code upgrade, build checks against the target version, and optional verification runs. Use when: - Upgrading Managed Spark versions (major, minor, or…

…and Cloud Logging telemetry. Don't use for deep root-cause analysis or performance optimization of a specific job or batch (use gcp-spark-troubleshooting), authoring new PySpark code (use gcp-spark), or upgrading Spark…

…to debug, troubleshoot, diagnose, or perform Root Cause Analysis (RCA) on failed Spark jobs, PySpark batches, or Spark event…

…prevention actions — primarily inbound-shipment gap analysis and restocking. Triggers on: inventory check, stockout risk, FBA stock levels, days of cover, days of supply, replenishment, "am I going to run out".…

…scored by similarity. Useful for territory expansion, TAM analysis, competitive mapping, expanding buyer networks, and building targeted prospecting…

…Honeycomb: context priming, broad query, BubbleUp, trace analysis, verification, and chaining results between steps to a root cause. Trigger phrases: "investigate production issue", "debug latency spike", "find root…

…an existing Pigment application. Covers discovery, impact analysis, change planning, and phased execution. Do not use for greenfield builds (use building-a-full-application…

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