Analytics & Monitoring Agent Skills for Windsurf (legacy)

Calculates statistical power and minimum sample sizes for RNA-seq, ATAC-seq, and other sequencing experiments.

Define, instrument, and analyze product metrics, KPIs, dashboards, OKRs, retention, and growth.

Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format…

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for…

Guides Qdrant monitoring and observability setup.

Generate speech audio from text using Qwen3 TTS, or clone a voice from reference audio.

Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in…

Master modern business analysis with AI-powered analytics,

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

Cloud-based quantum chemistry platform with Python API.

Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions…

End-to-end seismic interpretation workflow from SEG-Y loading through signal processing, rock physics, and visualization.

View Self-Evolving Loop session status, history, and memory metrics

Guide for using the Sentry CLI to interact with Sentry from the command line.

Use when the user asks to inspect Sentry issues or events, summarize recent production errors,

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques.

Re-verify things that were already confirmed working, on a schedule, forever — so a silent regression (a page losing its schema, a rate no…

Show AgentOps work status.

Suede-owned measurement discipline for tracking plans, event and conversion instrumentation, UTM and campaign-parameter hygiene, and…