Analytics & Monitoring Agent Skills for Windsurf (legacy)

Cross-functional organizational health check combining signals from all C-suite roles.

Systematic performance profiling for Node.js, Python, and Go applications.

Use when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries, preventing…

Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate…

SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how…

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs.

Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality…

Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans.

Calibrates revenue pipeline forecasts using historical error rates, stage conversion benchmarks, deal aging, and customer concentration.

Build a structured sales forecast framework for any business or team.

Execute Salesforce incident response procedures with triage, mitigation,

Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social…

Analyzes CSV datasets within an isolated sandbox environment to generate deterministic data reports, charts, and cleaned files.

This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP…

Self-Consistency with Tool-Integrated Reasoning (SC-TIR) for mathematical problem solving.

Step-by-step root cause analysis for SAP operational errors.

Sweep for sources that could answer an indicator and vet each on licence and coverage.

Use when turning a public-equity base case, model, thesis, event, or catalyst into scenario skew, sensitivity, breakpoint, and PM…

Embed and annotate single-cell expression data with scGPT, a foundation model for single-cell biology.

Configure Schematify node rendering through .render(), including property cards, reports, pie charts, bar charts, line charts, bindings…