Auto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metrics.
Systematically evaluate architecture decisions, document trade-offs, and select appropriate patterns for context.
Use when when training a dual-encoder architecture (bi-encoder + cross-encoder) on NMR spectral data where independent encoding and joint pair processing produce competing or…
Use for WelineFramework runtime and WLS work: worker, dispatcher, reload/restart, maintenance mode, process orchestration, state reset, session server, memory service, and runtime…
Expert guidance on building and deploying apps to WendyOS edge devices. Use when developers mention: (1) Wendy or WendyOS, (2) wendy CLI commands, (3) wendy.json or entitlements,…
Wendy Cloud testing skill — supplies test commands, stack setup, and failure-mode knowledge for the cloud monorepo.
Expert guidance on contributing to WendyOS: Yocto builds, agent internals, E2E testing, and system architecture.
General-purpose iterate-fix-and-ship loop for any codebase. Use when: (1) running a continuous bug-fixing loop, (2) iterating on a feature until all tests pass, (3) driving…
Werftvertrag: Gläubiger sichert Anspruch an Neubauprojekt unter Werftvertrag durch dinglichen Arrest (ZPO §§ 916-945); Registervermerk (SchRegO § 67); Vollziehungsfrist 1 Monat.
Workflow: MUST use whenever the scope matches this purpose: Define SSE delta streams that complement page-based list endpoints without replacing pagination.
Workflow phase: refine a tactical TODO into an executable contract with anchors, decisions, assumptions, matrices, and complexity.
Use when building a weighted gene co-expression network from a bulk expression matrix and a sample group file, filtering variable genes by MAD, identifying co-expression modules…
Use when building a production-ready REST API from requirements through deployment. Orchestrates 8-12 specialist agents across 5 phases using Test-Driven Development methodology.
Intelligent debugging workflow that systematically identifies symptoms, performs root cause analysis, generates fixes with explanations, validates solutions, and prevents…
Debug ML training issues and optimize performance including loss divergence, overfitting, and slow convergence
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration.
Comprehensive PR review with multi-agent swarm specialization for security, performance, style, tests, and documentation
Comprehensive GitHub pull request code review using multi-agent swarm with specialized reviewers for security, performance, style, tests, and documentation.
This SOP provides a systematic workflow for training and deploying neural networks using Flow Nexus platform with distributed E2B sandboxes.
Comprehensive Flow Nexus platform management covering authentication, sandboxes, storage, databases, app deployment, payments, and monitoring.
Comprehensive quality verification and validation through static analysis, dynamic testing, integration validation, and certification gates
Automatically notify the user when long-running terminal commands finish (npm test, docker build, git push, etc.).
Diagnostic command that shows which company a JIRA ticket or project routes to. Displays the full routing resolution: root config → company match → project mapping.
Create, render, validate, and save standalone HTML guides, FAQs, READMEs, tutorials, runbooks, documentation, and help pages through the whip-up-html MCP tools.
Turn photos of a whiteboard, sticky-note wall, or napkin sketch into a structured spec the team can execute.
Why build on Ethereum specifically. The AI agent angle — ERC-8004, x402, composability, permissionless deployment.
Use when permanently removing a Foundation widget — retracts the WidgetType individual, deletes the Svelte component file, and removes the WidgetManager dispatch branch.
Reviews WidgetKit code for timeline management, view composition, configurable intents, and performance.
Automating the macOS desktop via AppleScript, JXA, and osascript. Controls native apps (Finder, Mail, Safari, Calendar, Notes, Music, System Events) through Apple Events, scripts…
Converts VitePress/GFM wiki markdown to Azure DevOps Wiki-compatible format. Generates a Node.js build script that transforms Mermaid syntax, strips front matter, fixes links, and…
Generates AGENTS.md files for repository folders — coding agent context files with build commands, testing instructions, code style, project structure, and boundaries.
Generate structured documentation from codebases — architecture mapping, page writing, and onboarding guides.
Explain the LLM Wiki pattern — architecture, concepts, and how to use wiki-init/ingest/query/lint skills.
Use when the user asks to create a refactoring plan from wiki documentation, generate implementation prompts, uses "/wiki-refactor", or wants DORA remediation planning.
Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API.
Windows App Development CLI (winapp) for building, packaging, and deploying Windows applications. Use when asked to initialize Windows app projects, create MSIX packages, generate…
Architecture skill for building winDAGs.ai — a system that solves arbitrary problems with DAGs of skillful agents.
The living embodiment of WinDAGs V3 — the AI orchestration platform where agents accumulate genuine expertise.
State management, checkpoint architecture, and recovery strategy selection for WinDAGs V3 execution infrastructure.
Developer-first workflow engine that turns scripts into workflows and UIs, supporting Python, TypeScript, Go, and Bash with approval flows, schedule management, and self-hosted…
Open-source developer platform to turn scripts into webhooks, workflows, and UIs. Self-hostable alternative to Retool and Temporal, supporting Python, TypeScript, Go, Bash, SQL,…
Expert in building modern Windows applications using WinUI 3, WPF, and the Windows App SDK. Specializes in MSIX packaging, XAML styling, and MVVM architecture.
E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
Windows环境下Claude Code插件Hook执行错误的诊断与修复。当遇到hook error、cannot execute binary file、.sh regex误匹配、WSL/Git Bash冲突时使用。
Expert in Windows Server, Active Directory (AD DS), Hybrid Identity (Entra ID), and PowerShell automation.
Comprehensive Windows workstation operations - diagnose slow boot, identify failing drives, decode BSOD crashes, manage startup apps, audit event logs.
Use when testing Windows 11 desktop apps (WinForms/WPF/UWP) via UFO UIA/Win32 automation MCP. Triggers on "test this Windows app", "QA the app", "run smoke test", "click the…
Advanced Windsurf debugging for hard-to-diagnose IDE, Cascade, and indexing issues. Use when standard troubleshooting fails, Cascade produces consistently wrong output, or…
Generate API clients and documentation with Cascade. Activate when users mention "generate api client", "api documentation", "openapi generation", "sdk generation", or "api…
Choose workspace architectures for different project scales in Windsurf. Use when deciding how to structure Windsurf workspaces for monorepos, multi-service setups, or polyglot…
Integrate Windsurf Cascade workflows into CI/CD pipelines and team automation. Use when automating Cascade tasks in GitHub Actions, enforcing AI code quality gates, or setting up…
Generate and maintain GitHub Actions with Cascade assistance. Activate when users mention "github actions", "ci/cd pipeline", "workflow automation", "continuous integrati — from…
Generate and maintain GitHub Actions with Cascade assistance. Activate when users mention "github actions", "ci/cd pipeline", "workflow automation", "continuous integrati — from…
Execute Windsurf's primary workflow: Cascade Write mode for multi-file agentic coding. Use when building features, refactoring across files, or performing complex code tasks.
Collect Windsurf diagnostic information for troubleshooting and support tickets. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic data…
Execute use Cascade for intelligent debugging and error analysis. Activate when users mention "debug with ai", "error analysis", "cascade debug", "find bug", or "troubleshoot…
Deploy applications using Windsurf's built-in deployment features and Cascade automation. Use when deploying apps from Windsurf, configuring Netlify/Vercel integration, or…
Create optimized Dockerfiles with AI-driven best practices. Activate when users mention "create dockerfile", "container image", "docker optimization", "containerize application",…
Create your first Windsurf Cascade interaction and Supercomplete experience. Use when starting with Windsurf, testing your setup, or learning basic Cascade and Supercomplete…
Install Windsurf IDE and configure Codeium authentication. Use when setting up Windsurf for the first time, logging in to Codeium, or configuring API keys for team/enterprise…