Analytics & Monitoring Agent Skills for Windsurf (legacy)

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK.

Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping.

Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints…

Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks.

Automate Beaconchain tasks via Rube MCP (Composio).

Diagnose and fix retention problems using behavior design (B=MAP).

Use this skill to measure performance baselines, detect regressions before/after PRs, and compare stack alternatives.

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.

Runs plugin health checks (venv packages, skill registration, and album slug collisions).

This skill should be used for book-to-SFT pipelines: ePub extraction, literary segmentation, author-voice dataset construction…

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer…

Get a second opinion from leading AI models on code, architecture, strategy, prompting, or anything.

Analyze Claude Code sessions via Braintrust

Build an interactive HTML dashboard — a Data Schematic — with charts, filters, and tables.

Diagnose MSBuild build performance bottlenecks using binary log analysis.

Build a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.

This skill allows Claude to construct and configure neural network architectures using the neural-network-builder plugin.

Traces execution paths through the code graph with criticality scoring and Mermaid charts.

Check running research task status by run ID

Check the status of an Output SDK workflow execution.