개발 스킬

Format C++ code in the BE and Cloud modules using the project's clang-format v16 rules. Use the provided scripts to fix formatting or check for violations without changing files, then review the resulting differences before committing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Format BE or Cloud C++ code before committing
• Fix formatting failures reported by CI
• Check formatting without modifying files

Review Doris code changes using project-specific checklists for data correctness, concurrency, memory safety, compatibility, performance, and tests. Trace related code paths and explain findings with concrete failure scenarios, using query plan trees when reviewing optimizer behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review newly completed Doris code changes
• Check concurrency and memory management in related code paths
• Assess compatibility and test coverage before merging

Diagnoses and fixes Java style violations in the FE module using Checkstyle, a tool that checks coding rules. It interprets errors, applies the project's formatting and import restrictions, and reruns checks to verify fixes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking FE Java changes before committing
• Fixing build failures caused by Checkstyle violations
• Understanding project-specific style and import rules

Merge GitHub pull requests while preserving credit for the original contributors. Covers straightforward merges, conflict resolution, selective file inclusion, duplicate PR closure, and checks that confirm both attribution and working code after integration.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Merge external contributions while preserving author credit
• Resolve conflicts in a pull request
• Merge selected files from a pull request

Choose a frontend library for tasks such as notifications, charts, drag and drop, or shared application state. The skill checks existing dependencies and recommends one library from a curated list, with setup when requested.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose a library for notifications or verification code inputs
• Select a chart library for live data or dashboards
• Find tools for drag and drop or long lists

Review UI animation code for purposeful motion, responsive timing, correct origins, performance, and accessibility. Get a table of specific changes with reasons, followed by an approval or blocking decision ranked by impact.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review dropdown and tooltip animations
• Identify unnecessary motion in frequent actions
• Check animation performance risks

Find, add, and combine shadcn/ui components to build forms, dashboards, and other interfaces. Use project settings and component documentation to guide styling, debugging, preset changes, and updates that preserve local modifications.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build forms and dashboards from existing components
• Find and add components from registries
• Debug component structure and styling

Build UI animations by first deciding whether motion serves a useful purpose. Produces code with suitable timing, transitions, interruption behavior, exit paths, reduced motion support, and hover effects adapted to the input device.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add purposeful motion to buttons, modals, or drawers
• Build transitions that handle repeated actions and interruptions
• Adapt animations for reduced motion preferences and touch input

Add map search categories and synonyms with multilingual names, optional emoji, and rules for when suggestions appear. Coordinate related files for categories shown on the search screen, then sort language entries and run relevant tests.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add a searchable map feature type
• Expand search synonyms for existing categories
• Prepare multilingual category names

Turn recurring tasks and specialized knowledge into reusable agent skills. Plan instructions and supporting files, generate a starting structure, refine existing skills, and validate and package the result as a distributable .skill file.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a recurring workflow into an agent skill
• Organize reference documents and reusable templates
• Refine instructions in an existing skill

Run apps/mobile on an EAS cloud iOS simulator from a workspace without local Xcode. Connect it to the workspace’s development server, interact with screens, capture screenshots, and check how source changes appear in the app.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Launch the mobile app from a cloud workspace
• Check authentication flows and screen appearance
• Press buttons and fill fields in the simulator

Work through design or implementation choices one at a time, with concise context and clear alternatives. You can also review completed code change by change, recording decisions, approvals, and requested revisions in a final table.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare design choices one decision at a time
• Resolve implementation choices with recorded answers
• Review completed code in logical steps

Turn GitHub issue reports into actionable work by searching for duplicates, attempting reproduction, and assessing user impact. Organize issues with existing labels, appropriate owners, and milestones, while clearly recording what was and was not verified.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assessing newly reported GitHub issues
• Finding duplicate reports and recurring bugs
• Reproducing bugs and recording the results

Build Stripe payments, subscriptions, and invoicing using verified documentation and API parameter definitions. The skill guides product selection, sandbox testing, and webhook handling, where server notifications determine payment and subscription state.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose Stripe products for payments or recurring billing
• Implement Checkout or invoice flows
• Investigate Stripe code that compiles but behaves incorrectly

Review tRPC API changes against released desktop, mobile, CLI, and SDK clients. Use release history and usage data to choose compatible changes, assess whether deprecated features can be removed, and plan recovery when deployed changes break clients.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review API changes for compatibility with released apps
• Choose a compatible way to change inputs or outputs
• Assess whether a deprecated procedure can be removed

Turn rough bug reports or requests into Linear issues with clear symptoms, reproduction steps, evidence, and routing details. Check for duplicates, distinguish observations from guesses, and present the proposed issue for approval before creating it.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a rough bug report into an issue
• Check whether a bug is already tracked
• Organize reproduction steps and evidence

Investigate production errors using Sentry stack traces, which show the code execution path, and events leading up to the failure. Identify likely causes, triggering conditions, affected users, and releases before changing code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating an error from a Sentry link
• Finding what triggers user crashes
• Checking affected users and releases

Coordinate multiple coding agents through Superset in separate workspaces. Split work into bounded tasks, track dependencies and progress, send follow-ups, and collect structured results covering changed files, verification checks, blockers, and the order for combining work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Splitting independent coding tasks across agents
• Passing completed work to dependent tasks
• Monitoring workers on local or remote hosts

Prepare an open source contribution to Superset, from forking the code and setting up local development to running checks and opening a pull request. Follow repository rules and include evidence that the change works.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up a first contribution to Superset
• Preparing a pull request for a Superset bug fix
• Discussing a feature proposal before implementation

Generate Drizzle database migrations on a fresh Neon branch and review their production safety. Check table sizes, locking order, execution time, and data transfer needs, with load testing for changes affecting busy or large tables.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Generate migrations after changing a database schema
• Review locking risks before production deployment
• Rehearse large table changes under load

Inspect the current QM web interface through its HTML and structured app state, with optional stylesheets and a rendered image. Use it to explain visible UI elements, help with interface questions, or check how a canvas appeared.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Help with questions about the current QM screen
• Check a canvas's appearance and placement
• Inspect the state of panes and open dialogs

Take an agreed code change through a GitHub or GitLab pull request, automated checks, independent review, and fixes. Merge only after the latest commit passes all checks and has no unresolved review findings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn an agreed code change into a pull request
• Wait for automated checks and investigate failures
• Arrange an independent review and address findings

Update a QM source fork or its deployed package dependency and prepare a pull request. The workflow preserves local customizations, resolves merge conflicts, checks configuration compatibility, and records validation results for review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Merge upstream QM changes into a customized source fork
• Upgrade a deployment’s pinned QM package version
• Prepare an update PR with conflict resolutions and check results

Inspect GitHub and GitLab repositories, issues, and proposed code changes, then prepare small fixes with tests and review summaries. Uses existing command-line authentication and requires approval before publishing changes or modifying repository records.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review open issues and proposed code changes
• Summarize changes using commit history
• Prepare and test a small code fix