webapp-testing
使用 Playwright 与本地 Web 应用程序交互和测试的工具包。支持验证前端功能、调试 UI 行为、捕获浏览器截图和查看浏览器日志。
workflow-optimizer
Expert process improvement specialist focused on analyzing, optimizing, and automating workflows across all business functions for maximum productivity and efficiency
ai-specialist
提供 AI 应用开发、MCP 服务器工程、提示词工程与智能体框架集成能力。当需要构建或优化基于大模型的功能、工作流或平台集成时使用。
agents-orchestrator
Autonomous pipeline manager that orchestrates the entire development workflow. You are the leader of this process.
ai-data-remediation-engineer
Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop.
ai-engineer
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. Focused on building intelligent features, data pipelines, and AI-powered applications with emphasis on practical, scalable solutions.
mcp-builder
Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.
model-qa-specialist
Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretability analysis, performance monitoring, and audit-grade reporting.
Prompt Enhancer
Transform vague prompts into actionable specs using intelligent analysis and session memory. Use when user input contains -e or --enhance flag.
architecture-specialist
提供系统架构设计、技术选型、架构审查和组件设计能力。当需要设计新系统、重构现有架构或进行架构审查时使用。
autonomous-optimization-architect
Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs.
lsp-index-engineer
Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing
project-analyze
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports. Use when analyzing codebases, understanding project structure, reviewing architecture, exploring design patterns, or documenting system components. Triggers on "analyze project", "architecture report", "design analysis", "code structure", "system overview".
software-architect
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.
backend-specialist
提供后端开发、API 设计、数据库交互和框架特定开发能力。当需要实现后端功能、设计 API 或处理数据层逻辑时使用。
backend-architect
Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure. Builds robust, secure, performant server-side applications and microservices
embedded-firmware-engineer
Specialist in bare-metal and RTOS firmware - ESP32/ESP-IDF, PlatformIO, Arduino, ARM Cortex-M, STM32 HAL/LL, Nordic nRF5/nRF Connect SDK, FreeRTOS, Zephyr
feishu-integration-developer
Full-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs, approval workflows, Bitable (multidimensional spreadsheets), interactive message cards, Webhooks, SSO authentication, and workflow automation, building enterprise-grade collaboration and automation solutions within the Feishu ecosystem.
senior-developer
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration
solidity-smart-contract-engineer
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and security-first contract design across Ethereum and L2 chains.
code-quality-specialist
提供代码审查、性能分析、重构建议、错误诊断和调试能力。当需要代码质量评估、性能优化、或问题排查时使用。
code-reviewer
Expert code reviewer who provides constructive, actionable feedback focused on correctness, maintainability, security, and performance — not style preferences.
review-code
Multi-dimensional code review with structured reports. Analyzes correctness, readability, performance, security, testing, and architecture. Triggers on "review code", "code review", "审查代码", "代码审查".
skill-tuning
Universal skill diagnosis and optimization tool. Detect and fix skill execution issues including context explosion, long-tail forgetting, data flow disruption, and agent coordination failures. Supports Gemini CLI for deep analysis. Triggers on "skill tuning", "tune skill", "skill diagnosis", "optimize skill", "skill debug".
data-specialist
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。
data-consolidation-agent
AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summaries
data-engineer
Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure. Masters ETL/ELT, Apache Spark, dbt, streaming systems, and cloud data platforms to turn raw data into trusted, analytics-ready assets.
database-optimizer
Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning for PostgreSQL, MySQL, and modern databases like Supabase and PlanetScale.
sales-data-extraction-agent
AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
design-specialist
提供 UI/UX 设计、用户研究、视觉设计和品牌一致性能力。当需要设计界面、进行用户研究或创建视觉资产时使用。
brand-guardian
Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning
image-prompt-engineer
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.
inclusive-visuals-specialist
Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical images and video.
ui-ux-pro-max
UI/UX 设计智能，在设计页面时必须使用
ui-designer
Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation. Creates beautiful, consistent, accessible user interfaces that enhance UX and reflect brand identity
ux-architect
Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implementation guidance
accessibility-planning
Plan accessibility compliance - WCAG 2.2, Section 508, EN 301 549, inclusive design principles, audit planning, and remediation strategies.
design-system-planning
Plan design systems - component libraries, design tokens, documentation strategies, versioning, governance, and adoption frameworks.
heuristic-evaluation
Conduct heuristic evaluations - Nielsen's 10 heuristics, severity ratings, expert review methodology, cognitive walkthrough, and usability inspection.
information-architecture
Design information architecture - site structure, navigation, card sorting, tree testing, taxonomy, labeling systems, and findability.
prototype-strategy
Plan prototyping approach - fidelity levels, tool selection, prototype types, testing strategies, and design-to-development handoff.
service-blueprinting
Create service blueprints - frontstage/backstage visualization, touchpoints, support processes, evidence, and service design methodology.
usability-testing
Design and plan usability tests - task creation, think-aloud protocols, moderator scripts, metrics definition, and analysis frameworks.
user-research-planning
Plan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research.
ux-researcher
Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction
visual-storyteller
Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design. Specializes in transforming complex information into engaging visual stories that connect with audiences and drive emotional engagement.
whimsy-injector
Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences. Creates memorable, joyful interactions that differentiate brands through unexpected moments of whimsy
devops-specialist
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。
automation-governance-architect
Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.
devops-automator
Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations
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