Skills for “analytics”

End-to-end analytics instrumentation workflow for a PR, branch, file, directory, or feature. Reads the code, discovers what events should be tracked, and produces a concrete instrumentation plan — all in one shot. Use…

…is served. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when the user asks "what are people asking the AI", "top AI topics", "where is the AI struggling", "AI coverage…

…events. Acts as a Software Architect: discovers existing analytics patterns in the codebase, reads the hinted files to determine what variables are in scope, designs minimal chart-useful properties, and identifies…

…and errors. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when the user asks "how are our AI agents doing", "AI quality check", "agent health", "AI errors", "agent…

…and produces a structured YAML change brief for downstream analytics instrumentation skills. Use this as the first step whenever a user shares a PR link, branch comparison, or raw diff and wants to understand what…

Discovers how analytics tracking calls are actually written in this codebase — the concrete SDK calls, function signatures, and import patterns used to send events. Use this skill whenever you need to understand the…

…diff-intake), generates an exhaustive list of candidate analytics events to instrument. Takes the perspective of an engineer with a PM mindset — surfaces everything worth considering so a PM can decide what actually…

…went wrong. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when investigating a specific session ID, debugging agent failures, understanding why quality is low, tracing tool…

Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized, actionable opportunities with RICE scoring. Use when the user…

…which users are most impacted. Aligned with ZDX Copilot analytics use cases. Use when an administrator asks: 'How are my applications performing?', 'Which apps have low ZDX scores?', 'Show me the number of…

…optimization recommendations. Aligned with ZDX Copilot analytics and optimization use cases. Use when an administrator asks: 'Which office has the worst experience?', 'Compare application performance between…

Audit shadow IT and SaaS application usage using Zscaler Analytics (Z-Insights). Discovers unsanctioned applications, assesses risk scores, monitors CASB-protected SaaS usage, tracks data transfers to shadow apps, and…

Analyze web traffic patterns using Zscaler Analytics (Z-Insights). Examines traffic distribution by location, protocol breakdown (HTTP vs HTTPS), threat categories, DLP violations, and volume trends over time. Use when…

Assess network security posture using Zscaler Analytics (Z-Insights). Analyzes Zero Trust Firewall effectiveness by action distribution (allow/block ratios), location-based firewall activity, network service usage, and…

…sales — by querying the Amazon Selling Partner Connector analytics tools. Always discovers the real metric IDs first (never guesses metric names), then retrieves the data with the correct filters, grouping, and time…

…listing, inventory, shipment changes), live account analytics, or non-SP-API…

Instant sales analytics. Ask any performance question — emails, calls, meetings, tasks, opportunities, sequences, conversation intelligence — and get formatted tables with real Apollo data.

…and migrating Airflow 2 to 3. Not for warehouse/SQL analytics on Airflow metadata tables (use analyzing-data); for deep root-cause reports use debugging-dags or…

…React + Vite or Streamlit. Includes optional Gemini Data Analytics chat integration for an AI powered "chat with your data" experience. Relevant when any of the following conditions are true: 1. User explicitly…

…with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker…