性能
性能分析与优化
python-programming
pluginagentmarketplace
Master Python fundamentals, OOP, data structures, async programming, and production-grade scripting for data engineering
Automotivegm
robdtaylor
Executive Vice President / General Manager expertise for automotive manufacturing plants. Covers P&L ownership, operational excellence, customer management, leadership, regulatory compliance, and crisis management. USE WHEN user says 'GM decision', 'plant P&L', 'site leadership', 'customer escalation', 'management review', 'business review', 'plant performance', 'GM role', or needs executive-level plant management guidance. Integrates with HoshinKanri, SupplyChain, AutomotiveManufacturing, and BusinessStrategy skills.
gamemaker-expert
leihaht
Comprehensive GameMaker Studio 2 and GML expertise covering beginner to advanced topics. Provides guidance on object creation, GML syntax, event systems, data structures, file I/O, shaders, networking, platform-specific features, performance optimization, and debugging. Automatically invoked when working with .gml files, .yy files, .yyp projects, or GameMaker-related tasks. References official manual (manual.gamemaker.io) for authoritative documentation.
Damperengineering
robdtaylor
Hydraulic damper design engineering for customer applications. Mechanical and hydraulic engineering, materials selection (aluminium/steel), seal/O-ring design, DSSV valve specification. USE WHEN user says 'damper design', 'application engineering', 'damper spec', 'customer application', 'damping curve', 'valve sizing', 'seal design', 'O-ring', 'slyde ring', or needs to capture customer damper requirements.
Performance Optimization
LKB-99
50 skills para Manus com acionamento automático - IA, Marketing, Finanças, Saúde, Produtividade, Desenvolvimento e mais
Cuttingparams
robdtaylor
Cutting parameter lookup and optimization for CNC machining. Covers feeds, speeds, depths of cut for common materials and operations. USE WHEN user asks 'feeds and speeds', 'cutting parameters', 'SFM for', 'what RPM', 'feed rate for', 'DOC for', or needs machining parameter guidance.
prompt-engineer
dy9759
Comprehensive LLM prompt engineering and optimization workflow that orchestrates expert analysis, advanced techniques, and multi-domain optimization using the integrated toolset. Handles everything from basic prompt improvement to complex multi-agent prompt orchestration.
frontend-web-dev-expert
dy9759
Advanced frontend web development expert system that provides comprehensive modern web development services including architecture design, UI/UX implementation, performance optimization, engineering setup, and cross-platform development through expert collaboration and intelligent tool integration.
Manufacturingdemo
robdtaylor
Demo manufacturing knowledge base showing how tribal knowledge gets captured and made queryable. USE WHEN demonstrating to potential clients or answering manufacturing process questions.
architecture
dy9759
Comprehensive system architecture design and implementation workflow that orchestrates expert analysis, technical decision-making, and architectural pattern selection using the integrated toolset. Handles everything from initial system analysis to implementation-ready technical specifications.
Plantcapability
robdtaylor
MNMUK machine shop capability checker. Answers "can we make this?" queries against the plant list. Recommends optimal machine selection based on part requirements. USE WHEN user asks 'can we make', 'which machine', 'capability check', 'feasibility', 'what can we hold', 'tolerance capability', or describes a part to quote.
backend-dev
dy9759
Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.
prisma-expert
samChang72
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.
rl-newton
Idate96
"End-to-end Newton RL workflow in moleworks_newton: local smoke, cluster submit/monitor/debug, sync logs, benchmark checkpoints, and run post-benchmark analysis with strict experiment ledgers."
optimizing-react
oNo500
提供 Vercel Engineering 出品的 React 和 Next.js 性能优化指导。在编写、审查或重构 React/Next.js 代码时使用，确保最佳性能模式。
voice-editor
aplaceforallmystuff
Edit AI-generated or draft content to match a voice profile. Use when transforming generic AI output into authentic voice-matched content, or when editing drafts to sound more like you.
sqlite-optimization
jrajasekera
Optimize SQLite database performance through configuration, schema design, indexing, and query tuning. Use when users ask to improve SQLite speed, reduce latency, optimize queries, configure PRAGMAs, fix slow queries, handle concurrency, optimize writes/inserts, or tune SQLite for production. Triggers on mentions of SQLite performance, slow queries, PRAGMA settings, WAL mode, indexing strategies, bulk inserts, or database maintenance (VACUUM, ANALYZE).
ai-proofreading
ma2ong
系统化降低AI检测率，增加人味的三遍审校能力。 使用场景：审校文章、降低AI味、初稿完成后、用户说"太AI了"、 "没人味"、"AI检测率高"、"审校一下"。 触发关键词：审校、AI味、降低AI味、人味、润色、改写。
@tank/clean-code
tankpkg
Reusable, modular, performant, readable code — guided by KISS, SOLID, and pragmatic design. Covers code smell detection, refactoring recipes, function design, KISS/YAGNI decision frameworks, modularity (coupling, cohesion, boundaries), performance-aware patterns, and readability through cognitive load management. Synthesizes Martin (Clean Code), Ousterhout (A Philosophy of Software Design), Fowler (Refactoring), Metz (Practical OOD), Hickey (Simple Made Easy), Beck (Implementation Patterns), grugbrain.dev. Trigger phrases: "clean code", "refactor", "code smell", "code review", "code quality", "KISS", "keep it simple", "SOLID", "single responsibility", "DRY", "YAGNI", "over-engineered", "too complex", "simplify", "modularity", "coupling", "cohesion", "dependency", "reusable", "modular", "performance", "readability", "cognitive load", "naming", "function design", "extract method", "technical debt", "maintainability", "is this too abstract", "should I abstract", "N+1", "data structure"
memory
srobinson
Persistent geometric memory across sessions. Use when the user asks about memory, wants to recall prior sessions, inspect memory, check stats, or manage memory state.
start
cadrianmae
Start a new development session
load
laststance
Load project context from Serena MCP memory for session initialization. Discovers memories, reads project overview and critical rules, and validates context sufficiency. Portable across all Serena-enabled agents (Claude Code, Cursor, Windsurf, etc.). Use when: starting a session, resuming work, or needing project context. Keywords: session, load, initialize, context, memory, restore, resume
react-patterns
samChang72
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
mindriver
503496348-ops
智脑星河 MindRiver — Agent上下文数据库。 文件系统范式管理记忆/资源/技能，分层加载减少91% token消耗，让Agent越用越聪明。