Analytics & Monitoring Agent Skills for Windsurf (legacy)

Use when when you have MS/MS spectra from both query compounds and a

Use when designing a multi-agent system, when a single agent has too many responsibilities, when planning complex ML pipelines, or when…

Route jobs across DGX Spark and dual-3090 Comfy.

Use when designing a multi-country or cross-cultural study for a Journal of International Marketing (JIM) manuscript — country selection…

Use when: (1) considering adding family-level or store-level aggregation features to day-specific models, (2) tempted to copy hierarchical…

Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum…

Multi-person lip-sync is Free Mode only — face detection, audio split, manual role-track pairing.

Maintains strict character and object visual consistency across multi-shot AI video generation workflows.

Complete methodology for solving multi-step time series forecasting competitions where lag features cause systematic underprediction at…

Analyzes, describes, compares images, and extracts text using multi-provider vision models across standard AI protocols.

This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at…

Analyze music/audio files locally without external APIs.

When the user wants to set up, improve, or audit analytics tracking and measurement.

Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or…

Use when packaging datasets, models, prompts, or annotation materials for a NAACL-bound submission — building the artifact around the…

Use when designing or auditing the experimental program of a NAACL submission — matching evidence to language-coverage claims, keeping…

Use when deciding whether a project should target NAACL rather than ACL, EMNLP, EACL, AACL, LREC-COLING, TACL, or an ML venue — weighing…

Guides experimental study designs, manipulation checks, statistical reporting, and causal mechanisms tailored for Nankai Business Review…

Generate images with Google Gemini 3.1 Flash Image Preview (Nano Banana 2) via inference.sh CLI.

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata…

Use when targeting Nature Machine Intelligence (Nat Mach Intell) or deciding whether an AI, ML, or robotics manuscript fits this venue.