개발 스킬

Modify an existing file by replacing an exact text match with new text, optionally changing every match. This focused editing method supports Windows and Unix line endings and is suited to small, targeted updates such as renaming a function or variable.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Renaming a function in an existing file
• Replacing a variable name throughout a file
• Making a targeted text change while preserving other content

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Show an approval flow as a diagram
• Map services and system architecture
• Visualize database relationships

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating a bug before suggesting a fix
• Finding why a test or build fails
• Tracing failures across system components

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clarifying requirements before building a feature
• Comparing design approaches for a project
• Preparing an approved design document

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Removing a temporary output file
• Deleting an empty folder after cleanup
• Deleting a specific file by path

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building an interactive multi-screen demo
• Creating a web artifact with state and routing
• Bundling a React project into one HTML file

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning implementation from a feature specification
• Breaking a large development task into small steps
• Listing files and tests needed before coding

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a feature with tests first
• Reproducing a bug before fixing it
• Refactoring code while checking behavior

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assess reviewer suggestions before making code changes
• Clarify ambiguous review comments
• Check a proposed fix for regressions

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a local MCP package to OpenAkita
• Connecting a remote HTTP or SSE MCP service
• Registering a custom local MCP server

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connecting an external API to an AI agent
• Building an MCP server in Python
• Implementing MCP tools with TypeScript

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing staged or unstaged local changes
• Checking a Pull Request before merging
• Looking for security or correctness issues

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing release notes for a new version
• Summarizing weekly or monthly product updates
• Writing app store update descriptions

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building a website or landing page
• Creating a dashboard interface
• Implementing a React component

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating and tracking GitHub issues
• Reviewing pull requests and checking CI status
• Searching code and commits across repositories

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a web app from a plain-language description
• Building a WeChat mini program or game
• Generating an AI tool or SaaS product

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a PR locally before updating it
• Checking an issue or PR without posting comments
• Reviewing committed work before opening a PR

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing a REST or GraphQL API
• Separating data access and business logic
• Reducing N+1 database queries

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting conventions for a new module
• Reviewing code for readability and maintainability
• Refactoring code to follow shared patterns

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding relevant files before assigning a coding task
• Refining search terms after learning project vocabulary
• Giving a subagent focused context for a bug fix

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing an index for a query pattern
• Investigating slow PostgreSQL queries
• Designing PostgreSQL column types and schemas

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building reusable React components
• Choosing a state management pattern
• Fetching data and handling loading or errors

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking a feature before opening a pull request
• Reviewing code after a major change
• Validating a refactor

Help multi-agent coding workflows find useful repository context without passing every file at once. Search broadly, assess file relevance and missing information, then refine the query for up to three cycles to produce a focused set of context for a sub-agent.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding code context for a sub-agent
• Exploring an unfamiliar codebase
• Refining repository search terms