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VChart图表库专家助手，支持问题诊断、配置生成、图片/Figma设计稿还原等场景，基于结构化知识库提供精确的图表开发解决方案

VectCutAPI is a powerful cloud-based video editing API tool that provides programmatic control over CapCut/JianYing (剪映) for professional video editing. Use this skill when users need to: (1) Create video draft projects programmatically, (2) Add video/audio/image materials with

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Problem-solving strategies for vector spaces in linear algebra

Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.

Generate, edit, and upscale images; create videos from images or other videos via Venice AI. Supports text-to-image, image-to-video (Sora, WAN), video-to-video (Runway Gen4), upscaling, and AI editing.

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA).

Generate video using Google Veo (Veo 3.1 / Veo 3.0).

Deploy applications and manage projects with complete CLI reference. Commands for deployments, projects, domains, environment variables, and live documentation access.

Execute apply Vercel advanced debugging techniques for hard-to-diagnose issues.\nUse when standard troubleshooting fails, investigating complex race conditions,\nor preparing evidence bundles for Vercel support escalation.\nTrigger with phrases like \

Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.

Deploy, manage environment variables, view logs, and configure cron jobs with Vercel CLI. Use when deploying to Vercel, managing env vars (add/update/remove), viewing runtime/build logs, or configuring scheduled tasks in vercel.json.

Execute diagnose and fix Vercel common errors and exceptions.\nUse when encountering Vercel errors, debugging failed requests,\nor troubleshooting integration issues.\nTrigger with phrases like \

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture.

Generate optimized Vercel configuration. Use when deploying to Vercel.

Implement Vercel PII handling, data retention, and GDPR/CCPA compliance patterns.\nUse when handling sensitive data, implementing data redaction, configuring retention policies,\nor ensuring compliance with privacy regulations for Vercel integrations.\nTrigger with phrases like \

Execute collect Vercel debug evidence for support tickets and troubleshooting.\nUse when encountering persistent issues, preparing support tickets,\nor collecting diagnostic information for Vercel problems.\nTrigger with phrases like \

Deploy Vercel integrations to Vercel, Fly.io, and Cloud Run platforms.\nUse when deploying Vercel-powered applications to production,\nconfiguring platform-specific secrets, or setting up deployment pipelines.\nTrigger with phrases like \

Execute Vercel primary workflow: Deploy Preview.\nUse when Deploying a preview for a pull request,\nTesting changes before production, or Sharing preview URLs with stakeholders.\nTrigger with phrases like \

Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.

Create a minimal working Vercel example.\nUse when starting a new Vercel integration, testing your setup,\nor learning basic Vercel API patterns.\nTrigger with phrases like \

Execute identify and avoid Vercel anti-patterns and common integration mistakes.\nUse when reviewing Vercel code for issues, onboarding new developers,\nor auditing existing Vercel integrations for best practices violations.\nTrigger with phrases like \

Implement Vercel load testing, auto-scaling, and capacity planning strategies.\nUse when running performance tests, configuring horizontal scaling,\nor planning capacity for Vercel integrations.\nTrigger with phrases like \

Execute Vercel major re-architecture and migration strategies with strangler fig pattern.\nUse when migrating to or from Vercel, performing major version upgrades,\nor re-platforming existing integrations to Vercel.\nTrigger with phrases like \

Configure Vercel across development, staging, and production environments.\nUse when setting up multi-environment deployments, configuring per-environment secrets,\nor implementing environment-specific Vercel configurations.\nTrigger with phrases like \

Execute set up comprehensive observability for Vercel integrations with metrics, traces, and alerts.\nUse when implementing monitoring for Vercel operations, setting up dashboards,\nor configuring alerting for Vercel integration health.\nTrigger with phrases like \

Optimize Vercel API performance with caching, batching, and connection pooling.\nUse when experiencing slow API responses, implementing caching strategies,\nor optimizing request throughput for Vercel integrations.\nTrigger with phrases like \

Implement Vercel rate limiting, backoff, and idempotency patterns.\nUse when handling rate limit errors, implementing retry logic,\nor optimizing API request throughput for Vercel.\nTrigger with phrases like \

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching,

React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or

Implement Vercel reference architecture with best-practice project layout.\nUse when designing new Vercel integrations, reviewing project structure,\nor establishing architecture standards for Vercel applications.\nTrigger with phrases like \

Implement Vercel reliability patterns including circuit breakers, idempotency, and graceful degradation.\nUse when building fault-tolerant Vercel integrations, implementing retry strategies,\nor adding resilience to production Vercel services.\nTrigger with phrases like \

Execute apply production-ready Vercel SDK patterns for TypeScript and Python.\nUse when implementing Vercel integrations, refactoring SDK usage,\nor establishing team coding standards for Vercel.\nTrigger with phrases like \

Execute analyze, plan, and execute Vercel SDK upgrades with breaking change detection.\nUse when upgrading Vercel SDK versions, detecting deprecations,\nor migrating to new API versions.\nTrigger with phrases like \

Implement Vercel webhook signature validation and event handling.\nUse when setting up webhook endpoints, implementing signature verification,\nor handling Vercel event notifications securely.\nTrigger with phrases like \

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Use when you want to validate changes before committing, or when you need to check all React contribution requirements.

Require fresh verification evidence before claiming work is complete. Use ALWAYS before any completion claim, commit, push, PR, or status report. Prevents false completion claims.

Verify claims and information using professional fact-checking services. Use this skill when users want to verify facts, check claims in articles/videos/transcripts, validate news authenticity, cross-reference information with trusted fact-checkers, or investigate potentially

MUST use after completing any multi-step task or project. Verifies completion against the original plan, checks quality criteria, and documents outcomes.

Verifies UI tests catch the bug. Supports two modes - verify failure only (test creation) or full verification (test + fix validation).

Steps that MUST be performed to verify a Zotero translator after every addition or modification, and before submitting a PR.

Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.

Automatically handles semantic version updates across plugin.json and marketplace catalog when user mentions version bump, update version, or release. Ensures version consistency in claude-code-plugins repository.

升级项目版本号。当用户要求升级版本、更新版本号、发布新版本时使用此 skill。支持 major（主版本）、minor（次版本）、patch（补丁版本）三种升级方式。

Implement API versioning with backward compatibility, deprecation notices, and migration paths.\nUse when managing API versions and backward compatibility.\nTrigger with phrases like \