GitHub

Plan programs that help developers adopt an API or platform. Compare open and curated ecosystems, map the developer journey, and organize documentation, community support, partnerships, and student programs around actual product usage.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing an open or curated integration marketplace
• Reviewing the journey from first API call to production
• Defining community and paid support responsibilities

Prevent recurring coding-agent mistakes by turning repository evidence into specific instructions, automated checks, regression tests, and failure records. Also checks whether guidance has become outdated and documents changes, verification results, and follow-up work in an adoption report.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create agent instructions tailored to a repository
• Turn recurring mistakes into regression checks and failure records
• Detect outdated guidance and broken verification commands

Add GraalVM Native Image support to Java applications to build native executables. The skill adapts Maven or Gradle configuration, fixes build errors iteratively, and checks application behavior, startup time, and memory use.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding native executable builds to a Java application
• Configuring native builds for Maven or Gradle
• Fixing reflection and resource errors in native builds

Clarify how a product differs from competitors and test whether buyers value that difference. The skill guides competitor messaging reviews, assessments of hard-to-copy strengths, wording comparisons, and a phased rollout of validated positioning.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clarifying differences from competitors
• Testing website headlines and sales wording
• Planning a phased positioning rollout

Create a Kotlin MCP server, which connects AI agents to external tools, using the official SDK. Generate a Gradle project with tool implementations, input validation, configuration, basic tests, and setup documentation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Start a Kotlin MCP server project
• Expose custom tools to AI agents
• Set up stdio or SSE transport

Design a partner program by defining value for your company, partners, and shared customers. Provides frameworks for partner tiers, phased pilots, joint marketing, and build-versus-partner decisions, with explicit measures for expanding or ending a partnership.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing partner tiers and support levels
• Deciding whether to build internally or partner
• Defining pilot metrics and expansion criteria

Plan enterprise customer onboarding from contract handoff through rollout and continued use. Provides four phases, readiness checklists, ownership checks, and adoption measures to address stalled communication, weak pilot usage, and declining engagement after launch.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Plan onboarding for a new enterprise customer
• Clarify customer ownership before kickoff
• Investigate stalled communication during implementation

Create breadboard layout diagrams with HTML5 Canvas to show electronic components and wire connections. Use the skill for LED circuits, 555 timers, and 6502 computer projects, with component references, labels, and color-coded wiring.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Plan component placement for an LED circuit
• Draw a breadboard layout for a 555 timer
• Visualize wiring for a 6502 computer

Check an MCP server before release through a real client session. Compare available features with source code and documentation, test invalid requests and installation, and produce a verdict backed by reproducible commands and responses.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking an MCP server before release
• Comparing live features with source code and documentation
• Testing invalid requests and error responses

Add Adaptive Card templates, structured visual layouts for API responses, to MCP-based plugins in Microsoft 365 Copilot. Configure shared or item-specific layouts, bind response fields, and prepare responsive cards with validation scenarios.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Displaying project status and budgets as cards
• Using different layouts for debit and credit entries
• Providing a default card when no template is selected

Plan pricing for APIs, SaaS, and developer tools using customer value and service costs. Compare pricing models, define free tier limits, structure enterprise offers, and assess when and how to raise prices.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare seat, usage, outcome, and hybrid pricing
• Set boundaries between free and paid plans
• Prepare enterprise pricing discussions and options

Write and refine Javadoc comments for Java types and members. Apply consistent summaries and tags for parameters, return values, exceptions, inherited behavior, code examples, version information, and deprecated members with suggested alternatives.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding documentation to public Java APIs
• Standardizing parameter and exception descriptions
• Documenting generics and inherited behavior

Design meeting schedules, weekly metric reports, and quarterly planning for growing companies. Clarify who makes decisions, assign owners to priorities, and structure written updates so teams can coordinate work and reserve meetings for issues needing discussion.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Redesign meetings that fail to produce decisions
• Standardize weekly business metric reports
• Align quarterly priorities and resources across teams

Turn internal meeting transcripts or notes into concise minutes that emphasize decisions and next steps. Record attendees, decision reasons, assigned actions with deadlines, unresolved issues, and references in a consistent format for team follow-up.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating minutes from a weekly meeting transcript
• Organizing notes from a design review
• Recording action owners and deadlines

Design, implement, or review native Mac interfaces using SwiftUI or AppKit. Organize panes, remove unnecessary containers, and apply restrained Liquid Glass effects while checking resizing, interaction states, and accessibility, including designs supplied through Figma.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing a native Mac app interface
• Reviewing screens with too many cards and borders
• Implementing a Figma design in SwiftUI

Write JavaScript and TypeScript tests with Jest using consistent structure, dependency mocking, and checks for asynchronous code. Includes guidance for snapshots and React components, focusing on user interactions, accessibility, and choosing appropriate assertions for expected results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organize Jest test files and test names
• Replace API or database dependencies with mocks
• Test asynchronous results and errors

Audit GitHub Codespaces startup time and spending, then identify up to three evidence-based improvements to development containers, machine sizes, prebuilds, or idle timeouts, with validation results and expected impact.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating slow Codespaces startup
• Reviewing Codespaces spending
• Trimming unused development container components

Analyze Git changes, group related files for staging, and create commits using Conventional Commits, a structured message format. Infer the change type and scope from the diff, with optional user overrides for the type, scope, and description.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Committing changes with a structured message
• Grouping related files into a logical commit
• Choosing a change type and scope from a diff

Generate database relationship diagrams from Entity Framework Core models, mappings, and migrations. Produce D2 diagram source showing tables, keys, relationships, and constraints, with display options for columns and grouping. The d2 CLI can render SVG or PNG images.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Document an EF Core project's database structure
• Review primary keys and foreign key relationships
• Visualize owned types and many-to-many join tables

Guide the design and review of software that handles personal data using GDPR engineering practices. Covers minimal data collection, access controls, logging, encryption, retention, deletion, and checks for code changes and infrastructure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing APIs and data models that handle personal data
• Checking logs for sensitive information
• Designing retention and user data deletion processes

Create and update GitHub issues for bugs, feature requests, and tasks. Organize owners, labels, dates, and priorities, connect related work, and track dependencies and project progress through MCP tools and the GitHub API.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• File bug reports and feature requests
• Update issue owners, dates, and priorities
• Organize parent tasks, subtasks, and dependencies

Guide an AI partner’s approach to fast creative work and developing ideas. Drawing on Vega’s account of a long collaboration, it emphasizes honest uncertainty, adapting to the person’s pace, thoughtful disagreement, and keeping human ownership of achievements.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Develop ideas during a fast brainstorming session
• Adapt dialogue to a collaborator’s pace
• Build trust through honest uncertainty

Create concise commit messages from a code diff, a file list, or a description of changes. The skill selects one emoji that matches the change’s purpose, follows gitmoji conventions, and explains the choice without running Git commands.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a commit message from a code diff
• Choosing an emoji that matches a change
• Matching the style of existing commit messages

Build scroll animations with GSAP or Framer Motion, including fade-ins, parallax effects that move layers at different speeds, pinned sections, and horizontal scrolling. Provides implementation patterns for vanilla JavaScript, React, and Next.js, with accessibility guidance.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Fade cards in as they enter the screen
• Create parallax effects for images and text
• Build pinned sections with sequential animations