OpenAI

Test and debug rendered web apps by reproducing interaction bugs, checking layouts and console errors, making focused fixes, and validating again. Results include screenshots, observed state changes, and a QA report explaining coverage and remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reproducing and fixing broken UI interactions
• Checking desktop and mobile layouts
• Investigating blank pages and console errors

Predict the structure and binding of one defined protein, RNA, DNA, or ligand complex with Boltz. The workflow covers cost confirmation, job submission, result downloads, and summaries of structure and binding metrics.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Predicting the structure of a defined molecular complex
• Docking one ligand to a protein
• Assessing protein–protein binding

Implement and review Liquid Glass interfaces in macOS SwiftUI apps. The skill prioritizes standard layouts and controls, removes backgrounds that obscure system materials, and guides custom glass surfaces, toolbar grouping, search placement, and transitions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adopting Liquid Glass in an existing macOS app
• Reviewing custom toolbar and sidebar backgrounds
• Implementing custom glass controls and transitions

Diagnose macOS app launch and trust failures by inspecting code signatures, app permissions, and Gatekeeper checks. Identify the failure category and get a minimal validation or repair sequence that distinguishes local development issues from distribution requirements.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating a macOS app that refuses to launch
• Checking invalid signatures or signing identities
• Diagnosing app permissions and sandbox mismatches

Build and run iOS apps in Simulator using XcodeBuildMCP, then inspect screens, interact with controls, and capture logs to investigate runtime problems. It also supports launching an already built app and checking that the expected app opened.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build and launch an iOS app in Simulator
• Inspect screens and test taps or text entry
• Capture logs to investigate runtime problems

Decide whether geographic data needs a map, then choose suitable background maps, visual forms, and implementation tools. Plan overlapping markers, zoom behavior, and mobile interactions so the map supports the intended analysis or product task.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Deciding whether regional comparisons need a map
• Designing regional maps with meaningful color scales
• Planning overlapping markers and zoom behavior

Design live monitoring dashboards with clear priorities, linked charts, and predictable update behavior. Covers mobile interactions, connection failures, and rendering performance so users can scan current conditions, spot anomalies, and explore details as data changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Design an operations dashboard using a WebSocket feed
• Improve charts receiving frequent data updates
• Plan linked chart selections and filters

Apply Vercel Engineering’s performance guidelines when writing, reviewing, or refactoring React and Next.js code. Prioritize improvements to data fetching, downloaded code size, server processing, and unnecessary rendering using rules with explanations and code examples.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review React components for performance issues
• Improve data fetching in Next.js pages
• Reduce downloaded code and loading time

Refactor large macOS SwiftUI views into focused files and components. Clarify window state, selection, commands, and AppKit integration while preserving existing behavior and keeping the main layout stable as users change selections.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Split oversized SwiftUI views
• Organize state for each window
• Extract toolbar and command logic

Build and maintain interfaces with shadcn/ui components, reusable pieces such as forms, cards, and dialogs. Find suitable components, follow project settings, fix composition and styling issues, and review updates while preserving local changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build settings pages and dashboards
• Fix form and dialog composition
• Update components while preserving local changes

Write, review, and optimize Postgres queries, database structures, and configuration using guidance maintained by Supabase. Prioritized rules and SQL examples help assess query speed, connections, indexes, and row-level security, which controls access to individual rows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review slow SQL queries
• Assess table structures and indexes
• Review connection pooling and scaling settings

Run final checks after reviewed SDK changes, covering dependency installation, builds, types, generated declarations, linting, tests, and formatting. The workflow requires every check to pass before the work is marked complete.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Final verification after SDK code changes
• Checking changes to tests or build configuration
• Rechecking the full validation sequence after fixes

Compare English SDK documentation with source code to find missing features, incorrect defaults, and outdated explanations. Produce evidence-backed findings or update the requested pages, with verification matched to the scope of the documentation changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit documentation for a specific SDK feature
• Check documentation against branch changes
• Correct outdated option names and defaults

Fix a small formatting bug in a credit note shell script while keeping the output label as credit and the amount positive. Run the specified targeted test and summarize the bug, fix, and verification command.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Fix a credit note output formatting bug
• Check the credit label and positive amount
• Run the specified test and report the fix

Review a JavaScript SDK release plan or final candidate against the previous release. Check compatibility, packaging, regressions, and Changesets version records, then recommend shipping or blocking with supporting evidence and a separate assessment of documentation coverage.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review the next SDK release plan
• Assess whether a final release candidate can ship
• Check generated versions and changelogs for consistency

Turn the actual task changes into an English PR title, description, and branch name suggestion. Include relevant committed and uncommitted work, explain the motivation and behavior changes, and prepare text ready to paste into GitHub.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a PR draft after implementation
• Explaining the motivation and behavior changes in English
• Summarizing changes including untracked files

Measure JS SDK test coverage and identify untested behavior using coverage reports. It supports gap assessments and scoped test improvements, prioritizing public behavior, error handling, cancellation, and lifecycle paths, then reporting verification results and remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Auditing current JS SDK test coverage
• Investigating a decline in coverage metrics
• Adding tests for uncovered public behavior

Investigate runtime behavior that code review and normal tests cannot resolve. Plan controlled cases, disclose commands and effects for approval, then use temporary scripts to report observed results, comparison conditions, and supporting evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating behavior that normal tests cannot explain
• Comparing latency under controlled conditions
• Checking integration failures and retry behavior

Audit JS SDK logs, exceptions, and telemetry for exposed model or tool inputs and outputs. It traces values to logging destinations, verifies suppression settings, fixes demonstrated leaks, and adds regression tests while preserving permitted operational diagnostics.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Auditing logs for model and tool payload exposure
• Checking that data-suppression flags work
• Fixing demonstrated leaks through error logging

Look up OpenAI API and platform details in official documentation through the documentation MCP server. Retrieve relevant pages, endpoint definitions, and parameters so integration guidance and factual claims are grounded in the fetched source text.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Verify specifications before integrating an OpenAI API
• Check endpoint parameters and definitions
• Confirm documented defaults and limits

Update pnpm locally and align package.json with GitHub Actions settings. Check the published package and CI installation paths first, then record package integrity and pin the setup action to a specific commit.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Updating pnpm across local development and CI
• Checking installation paths before an upgrade
• Refreshing GitHub Actions commit pins

Check package changes against changesets, the files describing release updates, to assess summaries and required version increases. Use it to review pull requests or uncommitted changes and obtain a structured verdict with errors, warnings, and the required bump.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing changeset compliance in a pull request
• Checking release notes against uncommitted changes
• Choosing the appropriate version bump

Review GitHub issues and pull requests to assess demonstrated user need, existing alternatives, correctness, compatibility, and maintenance cost. Using static evidence, it develops a maintainer recommendation and compares competing proposals without running code or changing remote items.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Deciding whether an issue warrants maintainer action
• Assessing whether a pull request is worth merging
• Comparing competing pull requests for the same problem

Fix invoice total calculations in the sandbox quickstart repository by inspecting the implementation and tests, applying tax to the subtotal, and running the repository's tests to report the result.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Fixing an invoice total calculation
• Checking how tax is applied to a subtotal
• Running tests after a calculation fix