编码规范、框架、重构、代码审查（1.6万 个）
Carry a software project from requirements and design through implementation, testing, debugging, and deployment. Tracks progress in files, works through features incrementally, and resumes interrupted development, supporting new projects and broad refactoring efforts.
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Compare viable design approaches through different perspectives by routing to vibe’s Dialectic Mode. Receive a concise account of shared conclusions, disagreements and their reasons, overlooked issues, and a recommended combined approach.
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Clean up AI-written code by reviewing branch changes against main. Remove unnecessary comments, excessive defensive checks, and casts that bypass type issues, while preserving legitimate changes and matching the surrounding code style.
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Turn documentation, code, and specifications into reusable Agent Skills. Define when each skill should activate, organize supporting references, add reproducible examples, and check new or existing skills with templates, a checklist, and a validator.
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Create WebMCP tools, browser features that AI agents can call, for a specific website. Starting from a URL and desired task, generate an initialization script and validate tool registration and execution with Stagehand.
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Integrate WebMCP tools, app capabilities that AI agents can call, directly into an existing web application. Inspect its source code, preserve existing validation and permissions, and verify tool discovery, execution, and actual changes in application state.
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Turn recorded browser traffic into an OpenAPI 3.1 specification, a standard format for describing APIs. Infer endpoints and data structures from observed requests, and generate client code plus reports showing examples, confidence, and coverage gaps.
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Retrieve HTML or JSON from URLs through Browserbase without starting a browser session. Inspect HTTP status codes and response headers, control redirects, and enable proxies for static page retrieval and simple content collection.
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Improve automation for specific website tasks by repeatedly running them, reviewing execution records, and updating navigation instructions. Turn the resulting workflow and recovery steps into a reusable Claude Code skill, with optional runnable script generation.
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Convert Python browser-use scripts into TypeScript workflows using Stagehand v3 on Browserbase. Separate predictable steps from actions that need AI, and provide runnable project setup plus a migration summary identifying features that require human review.
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Write, review, and refactor SwiftUI apps for iOS and macOS. Covers state management, adaptable layouts, accessibility, animations, and API migration, with Instruments recordings to investigate performance problems and prioritize improvements.
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Check Apple documentation for deprecated SwiftUI APIs and their replacements. Updates the SwiftUI Expert Skill reference with version requirements, code examples, and a lookup table, then prepares a pull request using Sosumi MCP.
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Compare feature requirements with an existing codebase to identify missing capabilities and integration challenges. Evaluate extending existing code, building new components, or combining both, then save findings and open research questions to inform the design phase.
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Clarify a development request through structured questions and choose a practical next step: update an existing specification, create new ones, or implement directly. For new specifications, record scope, approach, and dependencies in planning files.
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Add coding-agent support to cc-sdd through a documented workflow. Research the agent’s official formats, prepare an integration plan, implement registry entries and templates, and verify generated files, including Japanese and English output.
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Turn requirements and design documents into implementation tasks sized for one to three hours each. The skill maps requirements to tasks, defines observable completion criteria, and reviews dependencies, setup needs, and opportunities for parallel work before saving the plan.
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Investigate blocked implementation work and recurring failures using error output, code changes, configuration, and dependency evidence. Get a root cause report with a focused repair plan, verification steps, and a recommendation to retry, block, or seek human input.
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Document a project's purpose, technical choices, and organization patterns as persistent reference files for agents. Compare existing guidance with the codebase, identify mismatches, and propose additions while preserving user-written content.
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Generate requirements, technical designs, and implementation tasks for pending roadmap features in Cascade. Features are processed one at a time in dependency order, followed by a review of consistency and responsibility boundaries across specifications.
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Implement approved tasks through test-driven development, writing tests before code. Run all pending tasks sequentially with subagents or select tasks for direct execution, then track completion using reviews and verification evidence.
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Create and maintain project reference documents from the codebase, covering product purpose, technology choices, and organization patterns. Detect differences between documentation and code while preserving user additions during updates.
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Create requirements, designs, and implementation tasks for multiple roadmap features in dependency order. Use parallel workers when available and permitted, or process sequentially, then check consistency across specifications.
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Review a technical design before implementation by comparing it with requirements and existing code patterns. Receive up to three critical concerns, recognized strengths, and a clear decision on whether to proceed, with reasons and practical next steps.
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Turn a feature description and project guidance into a requirements document with testable acceptance criteria. Review coverage, ambiguity, and scope before saving, using EARS, a structured format for describing system behavior and conditions.
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