FiftyOne maintainers need consistent decisions when old or complex GitHub issues pile up. This skill guides evidence gathering, categorization, and standard replies.

Image datasets can hide clusters, outliers, and label problems that are difficult to inspect in tables. This skill guides Claude, Codex, or Claude Code through FiftyOne embedding workflows that make dataset structure visible.

FiftyOne contributors need consistent Python style across imports, docstrings, helpers, and validation. This skill gives Claude, Codex, and Claude Code concrete conventions for writing and reviewing FiftyOne code.

GKE teams often need quick, accurate help across cluster setup, deployment, scaling, and troubleshooting. This skill provides structured Google Kubernetes Engine guidance with practical kubectl and gcloud examples.

Many web interfaces fail accessibility checks and exclude users with disabilities. This skill guides audits and fixes using WCAG 2.2, code patterns, and testing checklists.

Technical SEO issues can block crawling, indexing, rich results, and mobile visibility. This skill helps Claude, Codex, and Claude Code review pages and suggest concrete SEO fixes.

TypeScript teams often write comments that repeat types or miss important behavior. This skill guides Claude, Codex, and Claude Code to create JSDoc that explains intent, contracts, examples, and edge cases.

Choosing the right Claude Code tool can slow down complex development work. This skill analyzes intent and context, then routes tasks to suitable skills, agents, commands, or workflows.

Unclear reviews slow teams and let defects reach production. This skill provides structured workflows, templates, and comment labels for faster pull request reviews.

AI-generated TypeScript code can drift without clear architectural rules. This skill gives Claude, Codex, and Claude Code structured patterns for maintainable applications.

Recipe files can become inconsistent when entries use different structures. This skill gives Claude, Codex, and Claude Code clear rules for editing CookMode V2 recipe data.

CookMode V2 database work needs consistent schema changes, migrations, and RLS policy guidance. This skill gives focused Supabase PostgreSQL instructions for tables, queries, real-time sync, and troubleshooting.

Teams need accurate facts before changing an existing application. This skill maps CookMode V2 files, components, architecture, and data flow without adding recommendations.

Many AI-built interfaces look generic and lack clear visual direction. This skill guides Claude, Codex, and Claude Code toward polished, context-specific frontend work.

GDPR implementation can miss required user rights, consent records, and deletion workflows. This skill guides Claude, Codex, and Claude Code through focused privacy reviews for Empathy Ledger.

Empathy Ledger feature work requires consistent tenant isolation, cultural safety, and data sovereignty patterns. This skill gives Claude, Codex, and Claude Code a concise project reference for safer implementation choices.

Teams can miss consent, access, and ownership issues in culturally sensitive systems. This skill provides a structured review framework for respectful product and content decisions.

Large codebases make it hard to find the right files and understand data flow. This skill guides Claude, Codex, and Claude Code through Empathy Ledger architecture, schema, services, APIs, and components.

SurrealDB projects need correct patterns for graph, vector, and live queries. This skill gives Python-focused examples for schemas, queries, embeddings, and RAG workflows.

Python projects often lack consistent tests, fixtures, and CI coverage. This skill gives Claude, Codex, and Claude Code practical pytest patterns for reliable test design.