Coordinates multi-task sprint execution, manages research workflow, and ensures quality. Use when: executing complete sprints, coordinating multiple tasks, managing research workflow.
Kotlin Programming Mentor and Best Practices Guide
提供安全审计、风险评估和合规检查能力。当需要进行安全审查、风险评估或合规验证时使用。
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。
提供测试策略、测试编写、测试执行和测试结果分析能力。当需要编写测试、修复测试或优化测试流程时使用。
创建和维护技术文档、API 文档、代码注释和项目文档。当需要生成、更新或改进文档时使用。
提供部署、CI/CD、基础设施管理和 DevOps 自动化能力。当需要部署应用、配置基础设施或优化开发流程时使用。
Design system and token management. Use for managing design tokens, colors, typography, and maintaining design consistency.
Query multiple AI agents in parallel for diverse perspectives. Use when you want multiple viewpoints on a question, to compare approaches, or to find consensus among AI models.
Complete sales funnel design, B2B sales playbook, CRM setup, and customer success management. Use when building sales processes or reducing churn.
A simple and safe skill for code review
Enforce web security and avoid security vulnerabilities
Auto-generate features with encodings, scaling, polynomial features, and interaction terms for ML pipelines.
Procedures and patterns for effective internal knowledge base retrieval and step-by-step guidance answers.
No description available
Process instrumentation and lifecycle management
Configuration management and environment sanitization. Use when you need to manage configuration files, validate environment variables, sanitize sensitive data, or update system settings across CFN Loop components.
Expert performance engineer specializing in system optimization, bottleneck identification, and scalability engineering. Masters performance testing, profiling, and tuning across applications, databases, and infrastructure with focus on achieving optimal response times and resource efficiency.
Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and data infrastructure. Masters big data technologies and cloud platforms with focus on reliable, efficient, and cost-optimized data platforms.
Expert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Masters advanced SQL features, indexing strategies, and data warehousing patterns.
Expert deployment engineer specializing in CI/CD pipelines, release automation, and deployment strategies. Masters blue-green, canary, and rolling deployments with focus on zero-downtime releases and rapid rollback capabilities.
Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error correlation, cascade prevention, and automated recovery strategies across multi-agent systems with focus on minimizing impact and learning from failures.
Expert embedded systems engineer specializing in microcontroller programming, RTOS development, and hardware optimization. Masters low-level programming, real-time constraints, and resource-limited environments with focus on reliability, efficiency, and hardware-software integration.
Expert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed system debugging, error tracking, and anomaly detection with focus on finding hidden connections and preventing error cascades.
Expert developer experience optimizer specializing in build performance, tooling efficiency, and workflow automation. Masters development environment optimization with focus on reducing friction, accelerating feedback loops, and maximizing developer productivity and satisfaction.
Expert Swift developer specializing in Swift 5.9+ with async/await, SwiftUI, and protocol-oriented programming. Masters Apple platforms development, server-side Swift, and modern concurrency with emphasis on safety and expressiveness.
Expert incident responder specializing in security and operational incident management. Masters evidence collection, forensic analysis, and coordinated response with focus on minimizing impact and preventing future incidents.
Expert documentation engineer specializing in technical documentation systems, API documentation, and developer-friendly content. Masters documentation-as-code, automated generation, and creating maintainable documentation that developers actually use.
Expert workflow orchestrator specializing in complex process design, state machine implementation, and business process automation. Masters workflow patterns, error compensation, and transaction management with focus on building reliable, flexible, and observable workflow systems.
Expert database administrator specializing in high-availability systems, performance optimization, and disaster recovery. Masters PostgreSQL, MySQL, MongoDB, and Redis with focus on reliability, scalability, and operational excellence.
Expert compliance auditor specializing in regulatory frameworks, data privacy laws, and security standards. Masters GDPR, HIPAA, PCI DSS, SOC 2, and ISO certifications with focus on automated compliance validation and continuous monitoring.
Expert database optimizer specializing in query optimization, performance tuning, and scalability across multiple database systems. Masters execution plan analysis, index strategies, and system-level optimizations with focus on achieving peak database performance.
Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity. Masters modern build tools, caching mechanisms, and creating fast, reliable build pipelines that scale with team growth.
Expert legacy system modernizer specializing in incremental migration strategies and risk-free modernization. Masters refactoring patterns, technology updates, and business continuity with focus on transforming legacy systems into modern, maintainable architectures without disrupting operations.
Expert blockchain developer specializing in smart contract development, DApp architecture, and DeFi protocols. Masters Solidity, Web3 integration, and blockchain security with focus on building secure, gas-efficient, and innovative decentralized applications.
Expert fintech engineer specializing in financial systems, regulatory compliance, and secure transaction processing. Masters banking integrations, payment systems, and building scalable financial technology that meets stringent regulatory requirements.
Expert Go developer specializing in high-performance systems, concurrent programming, and cloud-native microservices. Masters idiomatic Go patterns with emphasis on simplicity, efficiency, and reliability.
Expert PHP developer specializing in modern PHP 8.3+ with strong typing, async programming, and enterprise frameworks. Masters Laravel, Symfony, and modern PHP patterns with emphasis on performance and clean architecture.
Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.
Structure retainer packages and recurring revenue models for service businesses
Guide customer discovery interviews and develop customer insight frameworks
Manage equity cap tables, model dilution scenarios, and track ownership
Plan and structure Instagram and Facebook Stories sequences for maximum engagement
Design educational courses and curriculum with learning objectives and assessments
Write academic conference papers and research submissions
Manage influencer collaborations, creator contracts, and partnership campaigns
Manage freelance business operations including clients, projects, and finances
Generate formal and informal letters including business correspondence, cover letters, and personal communications
Scope and plan minimum viable products with feature prioritization
Structure founder equity, vesting schedules, and employee option plans
Conduct thorough peer reviews of academic and technical documents
Monitor brand mentions, analyze sentiment, and identify trends across social platforms
Synthesize insights from multiple research sources into cohesive analysis
Research and strategize hashtag usage for maximum social media reach and discovery
Create concise executive summaries and TL;DR versions of long documents
Master TikTok trends, create viral hooks, and optimize content for the algorithm
Transform data and analytics into compelling narratives and presentations
Develop retention strategies to reduce churn and increase customer lifetime value
Recruit, structure, and manage advisory boards for strategic guidance
Create Pinterest content strategies for visual discovery and pin optimization
Plan and orchestrate successful product and company launches with timeline and tasks
Plan and execute data migrations, system migrations, and platform transitions
Track and analyze key SaaS metrics including MRR, churn, NRR, and ARR
Coordinate product launches across channels with timing, messaging, and campaigns
Maintain and organize internal wikis and knowledge base documentation
Analyze VC term sheets, understand key terms, and negotiate favorable conditions
This approach describes how to systematically capture architectural decisions throughout the development lifecycle, integrating decision rationale with artifacts to preserve "why" knowledge for fut...
The C4 model (Context, Container, Component, Code) is a lightweight hierarchical technique for structuring software architecture diagrams. It favors progressive disclosure of technical detail so st...
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
Creating checklists for regression, smoke, and feature testing. Use when organizing test coverage.
Brief description of what this skill does and when to use it. Include specific keywords that help agents identify relevant tasks.
Guide for security tooling (analyzers, fuzzers, decompilers, compilers) and consistent placement in README.md.
Template for creating new skills in gptme-contrib. Use this as a starting point when creating your own skills.
Write technical Q&A responses as markdown files to Claude Overflow. Use for programming questions, code explanations, debugging help, API usage. The response becomes a permanent archived answer viewable in a web UI.
Documentation standards and automation. Use when updating docs, writing guides, or synchronizing code with documentation.
This skill should be used when creating or updating PROJECT.md files, planning sprints, defining project goals, or managing project scope. It provides templates and best practices for PROJECT.md-first development.
Research methodology and best practices for finding existing patterns
Audit code for over-engineering, premature optimization, and cognitive complexity.
Audit code for logical bugs, race conditions, edge cases, and error handling issues.
Audit code for DRY violations, dead code, complexity, and consistency issues.
Research external topics via web search with structured hypothesis tracking and source evaluation.
Use when starting any conversation - establishes how to find and use skills, requiring valid skill file reading before ANY response including clarifying questions
Managing configuration and serialization.
Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical task planning.
Auto-suggest modern CLI tool alternatives (bat, eza, fd, ripgrep) for faster, more efficient command-line operations with 50%+ speed improvements
(dear-ai) Deploy a new OpenClaw bot with Discord integration on a Vultr server.
Create the read-only detail view component for a Goravel entity. Uses useTranslation hook for i18n labels, formatted dates, status badges, and metadata section.
Comprehensive analysis of Swift 6 ownership, concurrency safety, and systems programming foundations.
Guidelines on makign git commits
Guidelines on writing tests for the backend
Instructions on how to write database queries with SQLAlchemy.
GitHubでPull Request(PR)を作成します。PRのdescriptionには指定されたテンプレートを使用し、必要な情報を記載します。PR作成後、PRのURLを報告します。
JavaScript development guidance for Claude Code. Use when writing, testing, or working with JavaScript code to ensure consistent practices and proper test execution.
Expert system for professional tennis data analysis and interactive storytelling.
Resolve NixOS issues using research and sequential thinking
Development standards and best practices. Use when development standards guidance is required.
Execution-layer skill for spawning subagents via runAgent
首席信息官专家,精通 IT 战略规划、数据管理、信息系统架构、网络安全和数字化转型
technical-writer skill Trigger terms: documentation, technical writing, API documentation, README, user guide, developer guide, tutorial, runbook, technical docs Use when: User requests involve technical writer tasks.
Comprehensive assistance with venice-ai