Analytics & Monitoring Agent Skills for Windsurf (legacy)

Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates…

UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN)…

How to manage UniFi Protect cameras and NVR — view cameras, smart detections, Find Anything detection search, recordings, snapshots…

Interpreting implicit and explicit feedback — edits, regenerations, abandonment.

Analyzes budget versus actual performance to identify financial variances and provide actionable business insights.

Compute fund KPIs (TVPI, DPI, IRR, MOIC), model carried interest and management fees, and generate LP quarterly update narratives.

Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL).

Use when the user mentions a video file (.mp4, .mov, .avi, .mkv, .webm), a YouTube URL, asks to watch/analyze/review a video, or…

Analyze, describe, and extract information from images using the MiniMax vision MCP tool.

Use when building a VLM-driven extraction pipeline for scanned PDFs containing structured cards (insurance cards, government IDs…

This skill should be used when configuring VS Code Port Monitor extension for development server monitoring.

Diagnose WatchDock configuration, readiness, and file-analysis problems without changing watched source files.

Analyzes web performance using Chrome DevTools MCP.

Conceptual guide to wide events (canonical log lines) for observability.

Detects workflow failures and inefficient patterns then files GitHub issues.

Analyze workflow patterns using the Agent Monitor's workflow intelligence API — orchestration DAGs, tool flow transitions, subagent…

Show the WOZCODE savings report — calls saved, time saved, tokens saved, and lifetime totals.

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A…

Access ZINC (230M+ purchasable compounds).

Inspects Apache HTTP server runtime status, active 1C database web publications, and recent error logs.