Analytics & Monitoring Agent Skills for Windsurf (legacy)

AI image animation — animate a static image into a dynamic video using Kling

AI buzz cut filter — change a person's hairstyle to a buzz cut

Free online video quality enhancer — upscale and enhance video quality using AI

Hailuo AI video generator — create cinematic AI videos from images and text using MiniMax Hailuo models

Kling O1 AI video generator — create cinematic videos with Omni One control via text, reference images, first/last frames, or a reference…

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

Execute Windsurf incident response when AI features fail or cause production

Analyze team AI usage patterns and productivity metrics.

Validates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR).

Calculate and display the cost of an Output SDK workflow execution run.

Analyze Output SDK workflow execution traces.

Analyze and produce a working capital analysis with structured process, quality checks, and system integration

Inspect, diagnose and manage a TP-Link Deco mesh network through the deco MCP server.

Guides econometric identification strategies and modern causal inference for manuscripts targeting The Journal of World Economy.

Use when creating, rewriting, optimising, reviewing, or handing off prompts, system prompts, developer instructions, agent briefs…

Use when hardening the reproducibility of a WSDM paper built on logs, graphs, or user-interaction data - provenance of behavioral…

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

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks.

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications.

Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting.

Optimize vector index performance for latency, recall, and memory.