编码规范、框架、重构、代码审查（1.8万 个）
Read and write YAML configuration files with safe parsing and clear error handling. The guidance includes readable output, preserving key order, handling missing or invalid files, and merging loaded settings over defaults, including vehicle parameters.
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Helps implement discrete PID feedback loops that calculate control output from current, accumulated, and changing error. It covers output limits, integral windup prevention, and practical gain tuning for systems such as vehicle speed regulation or other feedback controls.
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Simulate vehicle motion over time by updating speed, position, and the gap to a vehicle ahead. Calculate a time-based safe following distance and estimate time to collision, then use those conditions to choose cruise, follow, or emergency modes.
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Create consistent, readable help text for command-line applications. Organize usage, arguments, options, and examples into clear sections, apply styling and indentation, and produce output that can also support man-page-compatible documentation.
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Set up WebSocket transport for two-way communication with an MCP server. Generate server or client patterns for connection lifecycle, message handling, heartbeats, secure connections, and reconnection with backoff after a disconnect.
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Set up MCP Inspector to examine and test an MCP server. Configure its connection, log requests and responses, inspect protocol messages, and define test scenarios for tools and resources to help identify communication or implementation issues.
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Map application errors to MCP error codes and create structured responses with clear messages, error details, and recovery hints. Define error mappings, generate handlers and serialization patterns, and document how tools report failures to users.
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Build terminal user interfaces with generated `Ink` components, using React patterns for layout, input, and state. Create interactive lists, text inputs, loading indicators, and custom hooks for command-line applications.
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Use this skill to turn an MCP server’s tool, resource, and prompt inventory into versioned capability declarations and initialization options. It can also document supported features, set feature flags, handle capability negotiation, and generate capability tests.
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Detect and normalize CRLF and LF line endings in files shared across operating systems. The skill can handle mixed endings and help set Git configuration and `.gitattributes` rules so scripts and other files use the intended format consistently.
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Create interactive command-line input flows with Inquirer.js, including validation, conditional prompts, and multi-step wizards. Generate prompt code, TypeScript answer types, reusable validators, formatters, and usage documentation.
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Set up a Python MCP server project with handlers for tools and resources, typed input schemas, error handling, and stdio or SSE transport. It provides a structured starting point with project configuration and test files.
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Generate validation logic for related command-line arguments. Enforce options that cannot be used together, require one choice when needed, check dependencies between arguments, and provide clear conflict messages, with TypeScript and Python patterns.
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Design URI schemes and templates for resources exposed by MCP servers. It helps define resource hierarchies, generate code to parse and build URIs, map content types, support resource discovery, and document the resulting resource API.
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Set up HTTP and SSE, a way to stream events over a web connection, for an MCP server. Configure endpoints for messages and connections, optional authentication, browser access through CORS, connection handling, and a health check.
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Create configuration code that maps environment variables to CLI arguments. It can add optional prefixes, convert values to types such as numbers and booleans, fall back through environment, config, and defaults, support .env files, and produce variable documentation.
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Turn MCP tool parameters into documented schemas that AI agents can interpret and applications can validate. Generate JSON Schema, TypeScript types, or Zod validation, including nested objects, enums, constraints, defaults, and example inputs.
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Add command-line argument handling to shell scripts with generated `getopts` code. It can support short and long options, check required arguments and values, and provide help text and usage documentation.
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Scaffold an MCP server using the official TypeScript SDK, including transport setup, tool and resource handlers, input validation, and error handling. Choose stdio, SSE, or WebSocket transport and provide the server name and desired capabilities to shape the generated project.
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Use this skill to add progress indicators to command-line programs with cli-progress. It provides patterns for single or multiple bars, custom formatting, payload details, and estimated time remaining, along with reusable TypeScript utilities.
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Scaffold a Go command-line application with Cobra commands and Viper configuration. Generate a project layout with shared and local flags, environment variable binding, shell completion, and build setup based on the requested commands.
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Scaffold a TypeScript command-line application with Commander.js, including project files, command and option definitions, help and version handling, build scripts, utilities, and a test structure. Provide a project name and description, with commands as optional input.
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Build email and push notification delivery features, covering transactional messages, reusable notification templates, delivery tracking, and handling bounced email. The supplied skill file is a stub, so it does not yet describe implementation steps.
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Generate CLI argument validation code with type coercion, constraints, custom checks, aliases, and clear error messages. It can create schemas and normalize values for languages such as TypeScript, Python, Go, and Rust.
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