Analytics & Monitoring Agent Skills for Microsoft Copilot

Model interpretability and explainability using SHAP (SHapley Additive exPlanations).

Design and build AI agents for any domain.

Use when designing or reviewing the tool/function interface an LLM agent calls through — naming and scoping tools, shaping observation…

Guides instrumenting Go (and TypeScript/PHP) services with structured logging, RED/USE metrics, and distributed tracing so production…

Real-time shipment monitoring and exception management skill with proactive alerting and customer communication

Set up observability for Shopify app integrations with query cost tracking,

Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result).

Use when packaging code, run files, test collections, or judgments for a SIGIR submission — deciding between an artifact inside a…

Use when designing or auditing the empirical program of a SIGIR paper — choosing test collections that match the claim, metric-cutoff…

Use this skill when the user asks about Sigma Computing dashboards, wants to extract

Use when designing or auditing ACM SIGMETRICS evaluations, covering theorem-plus-validation rigor, stating and testing modeling…

Cross-product Signals scout. Looks for cross-product correlations and explores the surfaces the per-product specialist scouts don't cover.

Signals scout for PostHog session replay.

Use when a policy or controller trained/tuned in simulation must run on the real robot — close the gap with domain randomization for what…

Automate Simple Analytics tasks via Rube MCP (Composio).

Process-based discrete-event simulation framework in Python.

Runs the Simulink Solver Profiler and analyzes the results.

Diagnose and fix AI anatomy failures in people.

Calibrate a new dataset from pre-recorded video files via the AutoMagicCalib REST API.

Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice.

Lock apparent age across a character series.