DevOps

Context-efficient Git and Graphite workflows for Claude Code. Automatically delegates verbose git/Graphite CLI operations to isolated subagents, reducing context pollution by 225x. Use when working with git operations, Graphite stacked diffs, or any git workflow that produces verbose output. Prevents context window exhaustion by automatically applying delegation patterns via SessionStart hooks.

Lightning-fast DataFrame library written in Rust for high-performance data manipulation and analysis. Use when user wants blazing fast data transformations, working with large datasets, lazy evaluation pipelines, or needs better performance than pandas. Ideal for ETL, data wrangling, aggregations, joins, and reading/writing CSV, Parquet, JSON files.

Level 3 patterns - test-smart, deploy, migrate, logs, status (production systems)

Diagnose and troubleshoot Rancher Desktop on WSL2, focusing on Kubernetes/K3s issues including slow API operations, etcd health problems, cluster component failures, and pod networking issues. Use when encountering Rancher Desktop errors, timeouts, or performance degradation.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python backend project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (devlog reports, leadership updates, 22A updates, 22B consended, company newsletters, FAQs, incident reports, project updates, etc.).

[Extends devops-engineer] Terraform/OpenTofu specialist. Use for advanced Terraform modules, multi-cloud providers, state management, workspaces, CI/CD for IaC. Invoke alongside devops-engineer for complex IaC projects.

This skill should be used when Ethereum developers are building smart contracts on pod network. It explains pod's coordination-free, blockless execution model, teaches order-independent programming with CRDTs, identifies Ethereum patterns that break on pod, and shows when to use external sequencing for order-dependent applications.

部署验证技能：确保部署成功的验证工作流和检查清单。Use when: 部署到 Vercel/GCP 后需要验证、检查环境变量同步、排查部署问题。Triggers: "部署", "deploy", "验证", "上线", "发布", "环境变量", "CI/CD"

Evaluates and sharpens content hooks using The Hook Stack™ framework. Use when scoring headlines, refining hooks for video/social/newsletter, or when asked to "evaluate this hook", "run through hook stack", or "score my headline".

Pattern for producing quality reflections after completing work. Required for all agent outputs.

Quick code quality analysis that identifies common issues, anti-patterns, and improvement opportunities. Generates a concise summary report with actionable priorities. Use when the user asks to "analyze this code", "check code quality", "review this", or "what's wrong with this code".

Use when user requests scientific debugging, mentions being a scientist about debugging, or asks for rigorous hypothesis testing - enforces formal theory-experiment cycles with clear evidence requirements, no smoking guns or assumptions

Use when implementing Disney's 12 animation principles with Rive interactive animations

Serverless deployment patterns for Node.js. Use when deploying to serverless platforms.

Cambios seguros en archivos del vault: mover, renombrar, editar o eliminar con trazabilidad y recuperacion.

Optimize websites for AI assistant recommendations. ChatGPT, Gemini, Perplexity, Claude. Get cited in AI answers.

Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads

Execute TDD workflow for user stories - spawn tester agent to write tests (RED), then coder agent to implement (GREEN). Use when executing stories in test-first discipline with parallel wave-based orchestration.

Use when approaching any animation task—establishing foundational thinking patterns, teaching animation principles, or when none of the specialized thinking styles quite fit the situation.