Processing
Data transformation and parsing
fumadocs-registry-integration
by TheOrcDev
Register 8-bit components in registry.json for shadcn/ui add command. Apply when adding new components to the component library distribution.
rendering-animate-svg
by TheOrcDev
Wrap animated SVG elements in a div to enable hardware acceleration. Apply when animating SVG icons or elements, especially in 8-bit retro components with pixel art animations.
fact-checker
by Shubhamsaboo
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.
prompt-analysis
by git-ai-project
"Analyze AI prompting patterns and acceptance rates"
cli-patterns
by NeverSight
"Patterns for building production-quality CLI tools with predictable behavior, parseable output, and agentic workflows. Triggers: cli tool, command line tool, build cli, cli patterns, agentic cli, cli design, typer cli, click cli."
saga-orchestration
by wshobson
Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.
animation-performance-retro
by TheOrcDev
Optimize 8-bit animations for smooth performance. Apply when creating animated pixel art, game UI effects, or any retro-styled animations.
data-quality-frameworks
by wshobson
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
projection-patterns
by wshobson
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
deep-research
by Shubhamsaboo
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.
airflow-dag-patterns
by wshobson
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
self-assessment
by luongnv89
Comprehensive Claude Code self-assessment and learning path advisor. Runs a multi-category quiz covering 10 feature areas, produces a detailed skill profile with per-topic scores, identifies specific gaps, and generates a personalized learning path with prioritized next steps. Use when asked to "assess my level", "take the quiz", "find my level", "where should I start", "what should I learn next", "check my skills", "skill check", or "level up".
debugging-output-and-previewing-html-using-ray
by coollabsio
Use when user says "send to Ray," "show in Ray," "debug in Ray," "log to Ray," "display in Ray," or wants to visualize data, debug output, or show diagrams in the Ray desktop application.
springboot-tdd
by xu-xiang
使用 JUnit 5、Mockito、MockMvc、Testcontainers 和 JaCoCo 进行 Spring Boot 的测试驱动开发（TDD）。在添加功能、修复 Bug 或进行重构时使用。
golang-patterns
by xu-xiang
Go 语言惯用模式、最佳实践以及构建健壮、高效且可维护 Go 应用程序的规范。
gwas-lookup
by ClawBio
Federated variant lookup across 9 genomic databases — GWAS Catalog, Open Targets, PheWeb (UKB, FinnGen, BBJ), GTEx, eQTL Catalogue, and more.
huashu-material-search
by alchaincyf
搜索个人素材库1800+条真实经历和观点，为内容增加人味。当用户提到"个人经历"、"真实案例"、"素材"、"人味"时使用。
telnyx-voice-go
by team-telnyx
Make and receive calls, transfer, bridge, and manage call lifecycle with Call Control. Includes application management and call events. This skill provides Go SDK examples.
docx
by davepoon
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
agent-performance-monitor
by ruvnet
Agent skill for performance-monitor - invoke with $agent-performance-monitor
strategy-advisor
by Shubhamsaboo
High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.
agent-data-ml-model
by ruvnet
Agent skill for data-ml-model - invoke with $agent-data-ml-model
fullstack-developer
by Shubhamsaboo
Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.
m03-mutability
by actionbook
"CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突"