Formula-heavy spreadsheets can become inconsistent, difficult to review, and prone to calculation errors. This skill provides practical patterns for formulas, formatting, editing, and verification.

Office document workflows often require different libraries and conversion tools. This skill provides focused instructions for DOCX, PDF, and PPTX tasks.

Ambiguous tools cause incorrect calls, wasted context, and poor recovery from errors. This skill provides practical patterns for clear descriptions, schemas, responses, and testing.

Quick fixes often hide the real cause and create regressions. This skill structures investigation, hypothesis testing, implementation, and verification around collected evidence.

React teams need consistent UI patterns that work with modern Next.js. This skill provides shadcn/ui setup guidance, component examples, form validation, tables, sidebars, and dark mode patterns.

Streaming AI interfaces can leave users uncertain and create conflicting interactions. This skill provides lifecycle, progress, effect, client-tool, and thread-state patterns.

Agent projects need clear structure before tool calls, handoffs, and guardrails become hard to manage. This skill provides reusable OpenAI Agents SDK patterns for Python teams.

Building consistent FastAPI microservices requires coordinated database, authentication, messaging, and testing patterns. This skill supplies reusable guidance for SQLModel, Dapr, JWT, logging, and service architecture.

Understanding an unfamiliar remote repository can require extensive manual browsing. This skill guides focused DeepWiki questions about architecture, features, structure, and contribution workflows.

Production teams need clear reliability targets and repeatable incident practices. This skill provides SLO guidance, burn-rate alert patterns, and blameless postmortem templates.

Local Kubernetes setup can be slow when cluster, image, and service steps are scattered. This skill gives Claude, Codex, and Claude Code concise Minikube and kubectl workflows.

Next.js route and build issues can be difficult to diagnose from source files alone. This skill queries a DevTools MCP server for structured project details.

Serverless applications need database connections that avoid exhaustion and cold-start failures. This skill provides Neon driver, pooling, branching, and Drizzle patterns.

Teams cannot measure which Claude Code skills run or whether procedural skills succeed. This installer adds local hooks, activity logs, verification, and usage analysis.

Frontend projects need consistent API and form types. This skill guides TypeScript interface, union, generic, and naming patterns from the existing frontend.

Next.js teams often mix Server and Client Components incorrectly. This skill provides reusable patterns for accessible, typed, App Router components.

React teams need polished motion without rebuilding animation patterns. This skill provides Framer Motion guidance, reusable templates, and examples for Next.js interfaces.

Developers often need current API examples without loading full documentation into the model context. This skill fetches Context7 library docs and returns focused examples, signatures, and notes.

Operating PostgreSQL directly on Kubernetes requires careful availability, storage, secret, and backup configuration. This skill provides practical CloudNativePG deployment and operations guidance.

Operating Kafka on Kubernetes requires coordinated operator, cluster, topic, and client configuration. This skill provides Strimzi commands, KRaft manifests, tests, monitoring, and troubleshooting steps.