Analytics & Monitoring Agent Skills for Windsurf (legacy)

Data framework for building LLM applications with RAG.

Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks.

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques.

Tracking AI product quality over time — drift, degradation, and improvement.

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and…

Manages and inspects existing Grafana dashboards via gcx: list, get, search, audit what a saved dashboard actually contains (its panels…

Work safely with endpoint versions — preview a draft in the playground, roll back to an older version, update settings on one version…

Inspects URL paths and proposes, tests, orders, and applies project-level path cleaning rules so dynamic segments (numeric IDs, UUIDs…

Manage PostHog subscriptions — scheduled email, Slack, or webhook deliveries of insight or dashboard snapshots, optionally with an…

Automate Deepgram tasks via Rube MCP (Composio).

Analyzes market scale, competitive landscapes, and pricing strategies to generate structured business intelligence reports for strategic…

This skill should be used when building market data displays, implementing price feeds, or adding technical analysis.

A provider or operator has experienced a serious incident with a high-risk AI system and asks: What needs to be reported, to whom, and…

Build and refresh a single-page marketing analytics dashboard (Marketing Pulse) that answers attention, conversion, revenue, and retention…

Multi-layer cognitive stack for machine-verified mathematical problem solving across 14 sub-disciplines.

Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for…

Trace source-code change history from Memtrace's symbol-level temporal memory.

Streamlines the creation and integration of custom navigation panels and visualization modules for the Meridian Obsidian cockpit.

Alpha scouting workflow using Messari x402.

End-to-end, evidence-grounded systematic review and meta-analysis support for topic selection, protocol and registration, live database…