发现 Skills

Debugs Kubernetes RBAC and permission issues including Forbidden errors, ServiceAccount permissions, Role/RoleBinding, and ClusterRole/ClusterRoleBinding problems. Use when seeing permission denied, forbidden errors, or ServiceAccount access issues.

Retrieves Kubernetes container logs with various patterns including multi-container pods, previous container logs, init containers, and label-based aggregation. Use when checking application logs, debugging crashes, or analyzing container output.

Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.

Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP costs, or migrate to GCP. Covers Cloud Run, GKE, Cloud Functions, Cloud SQL, BigQuery, and cost optimization.

Validate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure validation, Python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tier classification (BASIC/STANDARD/POWERFUL). Use when authoring a new skill, auditing existing skills for tier promotion, setting up pre-commit hooks for skill quality, or integrating skill QA into CI.

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Design the structural and emotional architecture for nonfiction books. Use when an author has a validated book concept and needs to create the blueprint before drafting. Triggers include requests to structure a book, create a chapter outline, design a table of contents, map the reader's journey, or plan book organization. Requires upstream documents from book-ideation (Book Concept Document) and optionally from idea-validator (Validation Report) and market-research (Market Research Report).

Tauri development guidelines for building cross-platform desktop applications with TypeScript, Rust, and modern web technologies

Bump the version of the zenoh-ros2-sdk package across all configuration files. Use when the user asks to update, bump, or change the package version, or when preparing a new release.

Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.

Use when creating, editing, reviewing, or troubleshooting Rill metrics view resources (`type: metrics_view`), including dimensions, measures, timeseries configuration, formatting, and security policies.

Structure an app around objects when starting a complex app from scratch, when existing navigation feels messy, users can't find things, or the information architecture degrades as features are added. Use Object-Oriented UX to design around nouns, not verbs.

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...

Use when working with performance testing review multi agent review

A 7-part brand strategy framework for building comprehensive brand foundations. Use when users ask to: (1) Create or develop a brand strategy, (2) Build a brand brief or brand guidelines, (3) Define brand positioning, messaging, or audience, (4) Work on brand identity or brand architecture, (5) Develop a go-to-market brand plan, or when users mention 'brand truth', 'audience architecture', 'messaging framework', or similar strategic branding terms.

Code generator skills that produce production-ready Swift code for common app components. Use when a user wants to add logging, analytics, onboarding, review prompts, networking, authentication, paywalls, settings, persistence, error monitoring, CI/CD pipelines, localization, push notifications, deep linking, testing, accessibility, widgets, feature flags, app icons, image caching, pagination, HTTP caching, share cards, social export, subscription lifecycle, referral systems, watermarks, streak tracking, milestone celebrations, what's-new screens, lapsed user re-engagement, usage insights, variable rewards, consent flows, account deletion, permission priming, force updates, state restoration, debug menus, offline queues, feedback forms, announcement banners, quick-win sessions, Spotlight indexing, App Clips, screenshot automation, background processing, app extensions, or data export.

Skill for querying system information. Used to retrieve computer hardware details, system status, process lists, disk space and more. Use when a user asks about computer configuration, system status, or performance information.

Dockerfile patterns: structure, base images, multi-stage builds, layer optimization, security, and health checks

Manage secrets with Doppler: CLI operations, project/config/environment management, secrets injection, CI/CD integrations, and security best practices.

AFL++ is a fork of AFL with better fuzzing performance and advanced features. Use for multi-core fuzzing of C/C++ projects.

MUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API.

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".