DevOps

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Produce first drafts that match a writer's authentic voice using their Voice DNA Document. Consumes DNA documents from writing-dna-discovery skill. Generates 2 meaningfully different drafts with headlines, confidence assessment, decision notes, and DNA refinement suggestions. Collaborative partner that evaluates, pushes back, and advocates for quality. Handles blog posts, essays, newsletters, and more.

Run and debug a WebF app specifically in WebF Go (desktop/iOS/Android): load dev URLs, connect via devtools://, collect WEBF_NATIVE_LOG logs, clear WebF Go cache, and handle WebF Go limitations. Use when the user explicitly mentions WebF Go, devtools://, WEBF_NATIVE_LOG, the WebF Go debug button, or WebF Go settings (Clear Cache).

Expert prompt engineering assistant that analyzes vague requests, asks clarifying questions, and transforms them into structured, high-quality prompts using XML tags, examples, and chain-of-thought reasoning. Always active - transparently shows enhanced prompts before execution. Use for vague requests, feature implementation, or architecture decisions.

This skill should be used when Claude needs to write a feature specification, create acceptance criteria, document requirements, define user stories, or structure feature documentation. Trigger phrases include "write a spec", "create specification", "document requirements", "define acceptance criteria", "write user stories".

Generate phased implementation plans from requirements and UI wireframes. Use when the user provides requirements documents and/or UI wireframes and wants to create a detailed, phased implementation plan. Triggers on requests like "create implementation plan", "plan the implementation", or when asked to design an implementation approach for a project with existing requirements. Produces description-only plans (no code) with clear phases, dependencies, and testing checklists.

Interpretive guidance for generating OpenSCAD code for Gridfinity desktop/drawer organizers. Provides pattern selection frameworks, dimensional constraints, and stacking system integration specific to the Gridfinity ecosystem. Use when generating OpenSCAD files for Gridfinity bins, baseplates, or accessories.

Incident response patterns and runbooks. Use when handling production incidents, creating runbooks, performing root cause analysis, writing postmortems, or designing on-call procedures.

Expert IoT system architecture covering distributed systems, event-driven design, edge computing, and microservices patterns. Use when designing multi-device systems, planning communication architecture, implementing event-driven patterns, scaling IoT deployments, or documenting architecture decisions for distributed IoT systems.

Use when working with Cloudflare R2 object storage, D1 SQLite database, KV, or Workers integration - covers bindings, limits, gotchas, and best practices

Expert guidance for Plaid banking API integration including Link, Auth, Transactions, Identity, and webhook handling. Invoke when user mentions Plaid, bank connections, financial data, ACH, or banking APIs.

Rust performance optimization. Use when optimizing code, reducing allocations, improving cache locality, profiling, or benchmarking.

배포 전 종합 검증 - 테스트/린트/빌드/환경 설정을 자동 확인하여 배포 가능 여부 판단. 배포 전 또는 사용자가 "배포 가능한지 확인", "테스트 실행" 요청 시 사용.

Phase 4 of disciplined development. Verifies implementation against design through unit and integration testing. Builds traceability matrices, tracks coverage, and loops defects back to originating left-side phases.

Enforce the fn(args, deps) pattern: functions over classes with explicit dependency injection

Manage complex task dependencies with beads, resolve blockers, and optimize task execution order

Analyse Python code for refactoring opportunities using functional programming principles, code quality checks, and manual refactoring guidance. Use when user wants to improve code quality, check for code smells, or refactor to functional style.

Scientific plotting with Prismatica - Prism-inspired Matplotlib styling toolkit for publication-ready figures. Use this skill for creating professional, publication-grade plots with consistent styling.

Manages PostgreSQL database operations including Alembic migrations (creation, application, rollback), database backups and restoration for both development and production environments, shell access, and pgvector extension management. This skill should be used when creating schema changes, running migrations, backing up data, or troubleshooting database issues.

Finding files on Linux and macOS machines