Skill UI

Guide teams through optimizing Vercel spend by analyzing current usage, choosing the ideal subscription tier, and layering monitoring with alerts so API and hosting costs stay predictable.

Guides teams through analyzing, planning, and executing Vercel SDK upgrades while detecting breaking changes, deprecations, and API shifts to keep tests green and rollback steps documented.

Generates Windsurf-aware Dockerfiles by analyzing applications, selecting optimal base images, and applying multi-stage builds, caching, and security best practices for streamlined containerization workflows.

Automates Windsurf release workflows by analyzing commits, bumping semantic versions, generating changelogs, tagging Git, and publishing the package when release triggers occur.

Coordinate Windsurf SDK upgrades by analyzing versions, reviewing changelogs, handling breaking changes, and validating tests before merging; include rollback plans and CI hooks when migrating projects.

Provides comprehensive guidance for building, editing, and analyzing Excel files, emphasizing formula integrity, formatting, assumptions placement, documentation, data analysis with pandas, and LibreOffice recalculations so Claude handles spreadsheets with resilient, template-aware workflows.

Comprehensive Python toolkit for building, analyzing, and visualizing complex networks; supports algorithms, I/O, generation, and community detection across social, biological, transportation, and citation data.

PathML is a Python toolkit for computational pathology workflows, loading 160+ slide formats, preprocessing H&E images, constructing spatial graphs, training HoVer-Net/HACTNet models, and analyzing multiplex imaging for ML-ready pathology data.

A Python materials science library for constructing, analyzing, and converting crystal structures, computing phase diagrams and electronic properties, and integrating with the Materials Project API for high-throughput workflows.

A powerful tool designed to generate pragmatic CI/CD pipelines by analyzing a project's actual stack (language, runtime, tooling) from its repository files. It automates the creation of foundational pipelines (lint, test, build, deploy) for platforms like GitHub Actions and GitLab CI, ensuring the baseline is reproducible and aligned with existing lockfiles. Ideal for bootstrapping new repositories or migrating existing, brittle pipeline definitions.

Structured What-If Oracle explores multi-branch futures by sharpening speculative questions, mapping 4–6 scenario timelines, and analyzing probability, triggers, and responses so teams can stress-test decisions before committing.

Helps product managers evaluate whether to build a feature by analyzing revenue connections, cost structure, ROI, and strategic value, then delivers build or don’t-build recommendations backed by financial calculations.