Coding standards, frameworks, refactoring, and code review (18K skills)
Retrieve detailed instructions for a specified MCP server, including its capabilities, tool usage guidance, examples, and best practices. Use the returned information to learn how that server works and how to apply its tools in a task.
Turn an early idea into an agreed design before implementation. The skill reviews project context, asks focused questions, compares possible approaches, and records the approved design so work can move into planning.
Create Mermaid diagrams for workflows, system architecture, database models, schedules, and other common patterns. Choose a visual theme, render as SVG, PNG, or plain text ASCII, and generate a related set of diagrams in one batch.
Turn a specification or requirements for a multi-step development task into a detailed implementation plan. Break work into small actions and identify files, code, tests, documentation, and commands needed for each step.
Investigate bugs, failing tests, and unexpected behavior by reproducing the issue, checking evidence, and tracing its cause before proposing a fix. The skill guides hypothesis testing and verification so changes target the underlying problem.
Evaluate code review feedback against the codebase before changing anything. Clarify unclear requests, check technical correctness and possible regressions, then implement valid fixes individually or explain a reasoned pushback when a suggestion does not fit.
Create interactive, multi-component web artifacts with React, TypeScript, Tailwind CSS, and shadcn/ui. The workflow initializes a project, supports state and routing, and bundles the finished work into one shareable HTML file for Claude conversations.
Use this skill to guide feature work, bug fixes, and refactoring with test-driven development. It has the agent write a focused test, confirm that it fails for the expected reason, add the smallest implementation, and refactor while keeping tests green.
Delete a specified file or an empty directory. The skill rejects non-empty directories, so removing a directory tree requires a separate shell command. Use it for targeted cleanup when you know the exact file or empty folder to remove.
Turn Git commits into clear release notes for customers. The skill reviews changes over a chosen period or between versions, groups features and fixes, and filters internal work to create structured updates for changelogs, app stores, or product announcements.
Add and manage MCP servers in OpenAkita, from local npm or Python packages to remote HTTP and SSE services. Configure how each server starts or connects, reload settings, check connection status, and troubleshoot common setup problems.
Describe an app in natural language to generate and deploy it through a conversational workflow. The skill covers web apps, WeChat mini programs, games, AI tools, SaaS products, and dashboards, with follow-up requests for changes such as adding user login.
Build MCP servers that let AI models use external APIs and services through clearly described tools. The guide covers planning, implementation, review, testing, and evaluations in Python with FastMCP or TypeScript with the MCP SDK, then registering the finished server in OpenAkita.
Design and implement working frontend interfaces such as websites, landing pages, dashboards, and React components. The skill helps shape a visual direction around the interface’s purpose and constraints, then refines typography, color, layout, motion, and details in code.
Manage GitHub repositories, issues, pull requests, and branches, and search code or check CI and deployment status through Rube MCP. It supports common repository workflows, with safeguards such as checking pull request status before merging.
Review local code changes or a remote Pull Request for correctness, security, maintainability, readability, efficiency, edge cases, and test coverage. It organizes feedback by severity and provides a clear recommendation before changes are merged.
Run ClawSweeper reviews locally for an existing issue or pull request, or for a committed range before submission. The skill guides the review command and artifact review while keeping GitHub unchanged; the range mode still calls the configured Codex model service.
Use this pattern to gather context for multi-agent work when the needed files and project terms are not known in advance. Start with a broad search, assess relevance and missing information, then refine the query for up to three cycles.
Use this PostgreSQL reference when designing schemas, choosing indexes, or investigating slow queries. It also shows patterns for row-level security, pagination, queue processing, connection settings, and checks for common database issues.
Use this skill when designing server-side applications with Node.js, Express, or Next.js API routes. It provides patterns for API structure, database queries, caching, authentication, errors, rate limits, background jobs, and logging to help organize backend code.
Use this skill to guide TypeScript, JavaScript, React, and Node.js work with shared coding conventions. It covers readable naming, types, error handling, API design, project structure, performance, testing, and common code smells to review or refactor.
Check code changes through build, type, lint, test, security, and diff review steps. The skill organizes findings into a report that shows which checks passed, what issues remain, and whether the work is ready for a pull request.
Use this skill when building React or Next.js interfaces. It provides patterns for composing components, managing state, fetching data, validating forms, improving rendering performance, handling errors and animation, and supporting keyboard navigation and focus management.
Build and refine SwiftUI interfaces with guidance on state management using @Observable, reusable view composition, type safe navigation, and rendering performance. The patterns cover modern UI work for Apple platforms, including iOS and macOS.