Analytics & Monitoring Agent Skills for Claude Code

Use this skill for Node.js backend AI via @cloudbase/node-sdk (>=3.16.0) — cloud functions, CloudRun, Express, Koa, NestJS, serverless…

Structure AI and ML product decisions with the rigour of any product decision.

Analyzes AI text detection mechanisms and applies evidence-based techniques to evaluate detector reliability and mitigate false positives.

Poll AI-Trader heartbeat and notifications reliably through the primary pull-based mechanism.

Structures architecture, BIM, IFC, and building code data into reusable knowledge graphs and GraphRAG inputs.

Searches verified AKShare financial data APIs, parameters, and tested column names to eliminate hallucinated function calls in Python.

Revenue leadership for B2B SaaS companies.

Performance Profiler

Set up a new autoresearch experiment interactively.

AlphaFold2 / AlphaFold-Multimer structure prediction for validation and confidence scoring.

Amplitude measurement plan for a B2B two-sided marketplace.

Printing Press CLI for Amplitude. Read-first Amplitude Analytics API surface for exports, cohorts, events, users, and chart-style…

Query Pennylane read-only and produce work lists: uncategorised transactions, invoices without a justification, supplier and customer…

Use when executing and reporting the analysis for a Manufacturing & Service Operations Management (M&SOM) manuscript — proving structural…

Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and…

Product analytics — PostHog, Mixpanel, events, funnels, cohorts, retention, North Star metric, OKRs, and product dashboards.

Analyze Rust compilation profiling data using DuckDB to find performance bottlenecks, trait explosions, and monomorphization issues.

Produce incident analysis and atomic prod knowledge updates from logs, metrics, traces, tickets and code evidence.

Use when the user has a known, already-observed anomaly in their data — a metric spike or drop, an outlier, an unexpected number — and…

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.