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Chat with NanoClaw directly inside Emacs and send selected text or org-mode sections for help. Replies can appear under child headings in your notes, supporting code review, meeting summaries, research questions, and draft revisions through a local connection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Ask about code or errors without leaving Emacs
• Send selected code for review
• Summarize meeting notes in org-mode

Create and review Mastra tests that reproduce user-visible failures through public APIs, real network requests, and actual storage. Verify that tests fail before a fix and cover the different execution paths affected by the bug.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reproduce a reported bug before fixing it
• Review tests that rely heavily on mocked dependencies
• Check regression coverage across engines and adapters

Build, review, and refactor ASP.NET Core web applications using official guidance. Helps choose application structure, implement pages and APIs, configure authentication and services, and plan testing, performance improvements, deployment, and version upgrades.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose an application model for a new project
• Build pages and HTTP APIs
• Review authentication and application configuration

Query Prometheus metrics through Grafana and manage dashboards as JSON files. Use it to investigate current values and trends, add or adjust panels, and preview dashboard updates before applying them.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating error rates and response times
• Adding panels to a Grafana dashboard
• Managing dashboard configuration as JSON

Configure n8n nodes by checking which fields each operation needs and which settings reveal additional options. Start with a minimal configuration, validate it, look up unclear properties, and make targeted edits to existing code or text fields.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking required fields when changing a node operation
• Finding why a configuration field is hidden
• Editing part of a long code or text field

Write JavaScript for n8n Code nodes to aggregate, filter, and transform workflow data. Guidance covers data access, output formats, execution modes, common errors, and performance choices when processing large numbers of records.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Aggregating and deduplicating multiple records
• Transforming complex API responses
• Fixing data access and return format errors

Retry commands that fail with network errors through proxychains4, a tool that routes connections through a proxy. The skill also guides proxy configuration and troubleshooting when downloads, package installations, or Git operations cannot connect.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Retrying a failed Git clone through a proxy
• Installing packages when pip or npm cannot connect
• Troubleshooting download timeouts and DNS failures

Expose REST APIs as tools for AI agents through Google Cloud API Gateway using MCP, a protocol for connecting agents to tools. Covers OpenAPI migration, authentication, client connections, validation, and troubleshooting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Expose existing REST APIs as agent tools
• Migrate OpenAPI 2.0 specifications for MCP
• Protect tool listings with JWTs or API keys

Implement Google sign-in for web applications using Google Identity Services. Add sign-in buttons or One Tap, verify ID tokens as proof of identity, configure browser security policies, and handle sessions, sign-out, and account disconnection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding Google sign-in to a React or Next.js application
• Verifying ID tokens and restricting Workspace domains
• Configuring One Tap and preventing automatic sign-in after logout

Plan and troubleshoot large language and vision model training and inference. This guide uses hardware measurements to identify bottlenecks, address memory shortages and unstable training, and improve checkpointing, recovery, and performance across multiple GPUs and machines.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Diagnosing slow training and GPU memory shortages
• Investigating loss spikes and invalid numerical values
• Debugging communication hangs across GPUs and machines

Audit the technical factors that affect how search engines discover and index a website. Check crawl access, URLs, security, mobile pages, loading performance, and JavaScript rendering, then report measured results with prioritized fixes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate why pages are missing from search results
• Check technical SEO before a launch or site migration
• Review mobile content and page performance

Configure OpenTelemetry to send AI application traces, records of execution steps, to Confident AI. Reuse existing exporters, choose the regional endpoint, and add AI-specific attributes without requiring the deepeval Python package.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Send existing AI application traces to Confident AI
• Configure tracing for a non-Python AI application
• Choose the US or EU endpoint for an API key

Deploy and configure LangBot with Docker Compose or Kubernetes. Set up application settings, plugin execution, the Box sandbox for isolated commands, and API authentication, with guidance on hosting choices and common deployment problems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Deploy LangBot on a self-hosted server
• Configure Box and the plugin runtime
• Enable API authentication for agent access

Manage 知识星球 login, inspect configuration, and call APIs, the service’s programmatic interfaces, through zsxq-cli. It also guides authentication troubleshooting, access errors, and creating desktop and mobile links for communities or posts.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sign in or check authentication status
• Diagnose configuration and access errors
• Call APIs beyond the shortcut commands

Build Python APIs with FastAPI and Pydantic V2, including input validation, database operations that avoid blocking other work, and token-based authentication. Implement REST or WebSocket endpoints, then check their behavior with automated tests and generated API documentation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build REST APIs with FastAPI
• Validate input data with Pydantic V2
• Implement JWT authentication and authorization

Turn an OpenAPI or Swagger specification into an MCP server, a bridge that lets AI assistants call an API. Covers tool generation, authentication, local testing, and deployment to mcp-use cloud.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Make an internal API callable from Claude
• Generate MCP tools from a Swagger specification
• Test API calls locally before cloud deployment

Build and update Convex backend code, including schemas, queries, authentication, storage, and scheduled jobs. Apply input and output validation, indexed data access, and deployment checks to verify the implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing schemas and indexed queries
• Implementing queries, mutations, and actions
• Wiring authentication, storage, and scheduled jobs

Upload local images, HTML pages, and Markdown design documents to a Stitch project. The included Python script sends files directly over HTTP, avoiding the text output limits that can interrupt transfers through MCP tools.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Upload local mockup images to Stitch
• Add extracted HTML pages to a Stitch project
• Upload Markdown design documents

Set up Git workflows for Gitee, Coding.net, 极狐 GitLab, and CNB with platform-specific connection and authentication examples. Choose branching rules, standardize Chinese commit messages, and adapt automated testing and deployment configurations to your team's workflow.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Configure connections and authentication for Chinese Git platforms
• Choose branching rules that fit the team
• Standardize Chinese commit messages and review templates

Analyze Android packages by decompiling them into readable code. Identify app structure, list API endpoints—the addresses used for network requests—and trace how screen actions reach those requests, producing source files and structured documentation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating the internal structure of Android packages
• Listing API endpoints used by an app
• Tracing screen actions through to network requests

Add a dashboard or admin panel across the server and interface. This skill follows existing project patterns to build API routes, service logic, components, registration, and styles, then connects request handlers so the new endpoint is reachable.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a new dashboard panel
• Building an admin feature across the server and interface
• Connecting a new API handler to server routing

Troubleshoot access to government and institutional websites by checking connectivity, SSL certificates, and proxy settings. Follow a structured process to test request options, configure retries, and identify alternative data sources when access fails.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating SSL certificate errors
• Comparing browser and script connectivity
• Checking proxy authentication failures

Inspect website responses with curl, using browser-like request headers and checking file size, content, and format. Identify placeholder pages and choose a browser-based or direct API approach when the expected content is missing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating downloads that contain no page content
• Checking whether a response is HTML, JSON, or PDF
• Fetching pages that vary by browser identification

Assess dependency confusion, where a build retrieves a public package instead of an intended private one. Discover internal package names, review registry settings, plan callback-based proofs of execution, and document fixes across major package ecosystems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing package registry settings in CI/CD
• Finding internal package names in lock files
• Planning an authorized callback-based proof of concept