Use when managing an Uncloud cluster — deploying services, configuring Caddy ingress, adding static proxy routes for non-cluster devices, publishing ports, scaling, inspecting…
中文优先：用于Google工作区运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared…
中文优先：用于消息运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Evidence-first live messaging workflow for ECC. Use when the user wants to read texts or DMs, recover a recent one-time code,…
中文优先：用于统一通知运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Operate notifications as one ECC-native workflow across GitHub, Linear, desktop alerts, hooks, and connected communication…
Audit a Claude Code setup before use by flagging hardcoded secrets, broad allow rules, risky hooks, and dangerous MCP server config.
中文优先：用于医疗临床决策支持模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Clinical Decision Support System (CDSS) development patterns.
中文优先：用于防护网关相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Fact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data…
E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
中文优先：用于UI演示相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Record polished UI demo videos using Playwright.
中文优先：用于自动化审计运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Evidence-first automation inventory and overlap audit workflow for ECC.
Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
中文优先：用于医疗电子病历模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: EMR/EHR development patterns for healthcare applications.
中文优先：用于LLMtrading智能体安全相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Security patterns for autonomous trading agents with wallet or transaction authority.
Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records,…
Home network architecture from scratch — gateway placement, switch and AP selection, IP addressing scheme design, DHCP scoping, and common setup mistakes for homelab beginners.
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. — from affaan-m
中文优先：用于医疗评估运行框架相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Patient safety evaluation harness for healthcare application deployments.
Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts.
中文优先：用于GANstyle运行框架相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously.
Quarkus Security best practices for authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets management, and dependency security.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
中文优先：用于C#测试相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: C# and .NET testing patterns with xUnit, FluentAssertions, mocking, integration tests, and test organization best practices.
中文优先：用于DeFiAMM安全相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Security checklist for Solidity AMM contracts, liquidity pools, and swap flows.
中文优先：用于Santamethod相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Multi-agent adversarial verification with convergence loop.
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit.
Use when developing application modules or microservices with the tinystruct Java framework. Covers routing, context management, JSON handling with Builder, and CLI/HTTP dual-mode…
Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs.
F# testing patterns with xUnit, FsUnit, Unquote, FsCheck property-based testing, integration tests, and test organization best practices.
Use after benchmark-methodology has produced scored competitor profile cards. Assembles findings into a decision-grade report: landscape map, competitor profiles, benchmarking…
中文优先：用于财务账单运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC.
Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent.
中文优先：用于API连接器构建相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Build a new API connector or provider by matching the target repo's existing integration pattern exactly.
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async processing.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. — from affaan-m
Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins.
Generate iOS app icons as PNG imagesets for Xcode asset catalogs from SF Symbols (5000+ Apple-native) or Iconify API (275k+ open source icons from 200+ collections).
Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state…
中文优先：用于Remotion视频creation相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Best practices for Remotion - Video creation in React.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. — from affaan-m
中文优先：用于研究运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Evidence-first current-state research workflow for ECC.
中文优先：用于dotnet模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust,…
中文优先：用于configureECC相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Interactive installer for Everything Claude Code — guides users through selecting and installing skills and rules to…
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. — from affaan-m
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs.
为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非…
Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit.
中文优先：用于EVMToken小数位相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Prevent silent decimal mismatch bugs across EVM chains.
Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement,…
Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to…
BGP neighbor state analysis, stuck session troubleshooting, AS path inspection, route filtering, and peering issue diagnosis on Cisco IOS/IOS-XE and multi-vendor devices.
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo.
中文优先：用于工作区surface审计相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Audit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the…
Engineering operating model for teams where AI agents generate a large share of implementation output.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and…
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients.
Production-ready UI motion system for React/Next.js. Use when implementing animations, transitions, or motion patterns.
中文优先：用于AI回归测试相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Regression testing strategies for AI-assisted development.