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Organize Playwright tests with guidance on Page Object Model, a pattern that groups code by page. Learn how to structure page objects and decide when fixtures or helpers offer a simpler approach.

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• Organizing Playwright test code
• Choosing whether to introduce page objects
• Comparing POM, fixtures, and helpers

Generate reusable test helpers for Godot, Unity, or Unreal projects. Create utilities for checking results, building test objects, and replacing dependencies, following the project's configured test framework and existing test patterns.

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• Create a base library of test helpers
• Share repeated test setup and result checks
• Generate object factories for a specific game system

Plan and write tests for changes to agent behavior, favoring integration tests that check components together. Identify key logic changes and user-visible behavior to cover, reuse existing helpers, and keep unit tests in dedicated files.

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• Identify test coverage for changes to agent logic
• Add integration tests for user-visible behavior
• Organize unit tests in dedicated files

Create integration tests for syncable metadata entities in Twenty itself. Cover invalid inputs, validation errors, and successful data operations, using reusable GraphQL request helpers, error snapshots, and cleanup routines to organize the test suite.

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• Add integration tests for a new syncable entity
• Test required fields, duplicates, and invalid references
• Verify successful creation, updates, and deletion

Guide cross-platform app development with Avalonia UI and Zafiro using consistent architecture and coding conventions. Keep screen logic separate from UI dependencies, handle errors explicitly, and reuse existing helpers with ReactiveUI and DynamicData.

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• Align design conventions for an Avalonia UI app
• Keep ViewModels independent of Avalonia
• Review error handling with Result types

Guide code that consumes PSL parser output by choosing the right syntax tree layer. Use typed AST classes for structure and navigation helpers for positions, while avoiding text parsing shortcuts and direct access to internal storage.

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• Read models and fields from PSL parser output
• Find syntax elements at a language server cursor position
• Review tree access in interpreters and formatters

Keep code changes small by checking whether they are needed, reusing existing helpers, and choosing standard or available tools first. It guides planning and implementation while preserving validation, security, accessibility, and the functionality the user requested.

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• Implementing a feature with a small code diff
• Bringing an expanding implementation back within scope
• Checking for reusable code before adding helpers

Guide changes and reviews for SGLang’s Scheduler, TokenizerManager, and ModelRunner classes. Keep initialization in small, replaceable helpers and separate computation from coordination so large classes retain clear responsibilities and explicit dependencies.

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• Reviewing changes to SGLang’s three large classes
• Splitting initialization into replaceable helpers
• Moving computation out of ModelRunner

Apply consistent architecture and coding conventions when building cross-platform apps with Avalonia UI and Zafiro. The skill guides separation of interface and logic, reactive data handling, explicit error results, and reuse of existing helpers.

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• Standardizing Avalonia UI and Zafiro implementation
• Keeping ViewModels independent of Avalonia
• Reviewing error handling with Result types

Write JavaScript for n8n Code nodes to aggregate, filter, and transform workflow data. Guidance covers data access, output formats, execution modes, common errors, and performance choices when processing large numbers of records.

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• Aggregating and deduplicating multiple records
• Transforming complex API responses
• Fixing data access and return format errors

Implement Verdaccio fixes, features, or refactoring after checking whether existing settings or plugins already solve the problem. Place changes in the responsible component, reuse helpers, add tests and release notes, and validate affected packages.

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• Implementing a bug fix with a regression test
• Checking existing settings before adding a feature
• Refactoring code within a defined change

Build Lightweight Charts™ plugins that add custom chart types, annotations, or overlays. The skill guides plugin selection, project setup, implementation with official helpers, testing of drawing and interactions, and preparation for publishing.

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• Add a custom chart type
• Draw annotations or watermarks on a chart
• Investigate drawing or hover issues

Edit and validate Bazel build settings using conventions specific to CodeQL development. Follow established helpers for packaging and operating system differences, add dependencies with checksums, and check changed targets while respecting the standalone build setup.

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• Edit CodeQL Bazel build files
• Configure packaging for different operating systems
• Add external build dependencies

Help a spawned worker check which date-range helpers and external integrations are available and how to call them. The catalog explains environment settings, local broker access, and availability checks so the worker can choose tools for its task.

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• Checking available tools when a worker starts
• Looking up calls for Slack replies or shared knowledge searches
• Checking date-range helpers before querying external services

Build dashboard panels in plain TypeScript with automatic retries, saved panel settings, and clear error states. Keep panel-specific helper functions in the same file to make each component easier to understand and maintain.

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• Build a panel that retries failed data requests
• Save panel dimensions and expanded or collapsed state
• Keep time and status formatting helpers beside panel code

Write JavaScript for n8n Code nodes to aggregate, filter, and transform workflow data. Guidance covers data access, output formats, execution modes, common errors, and performance choices when processing large numbers of records.

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• Aggregating and deduplicating multiple records
• Transforming complex API responses
• Fixing data access and return format errors

Removes hosted demo restrictions from an Open Harness fork, including session and message caps and deletion blocks. Cleans up related helpers and tests while preserving unrelated authentication, session ownership checks, and sandbox behavior.

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• Removing demo session and message caps from a fork
• Removing hosted demo restrictions on message deletion
• Removing hosted sign-in gating when present

Audit an existing app verification skill against source code and the running application. Update outdated instructions, feature maps, and test helpers using evidence, while reporting product bugs and blocked checks separately.

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• Refresh verification steps after app changes
• Find missing features in a verification map
• Repair helpers that cannot run valid checks

Investigates existing code before feature work, bug fixes, or refactoring. Finds similar implementations, reusable helpers, naming rules, and data handling patterns so proposed changes follow the project's established conventions.

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• Investigating similar features before implementation
• Checking existing conventions before fixing bugs
• Finding reusable helpers before refactoring

Provides patterns for testing utility classes, static methods, and helper functions. Validates pure functions, null handling, edge cases, and boundary conditions. Generates AssertJ assertions and @ParameterizedTest for string utils, math utils, validators, and collection helpers. Use when testing utils, test helpers, helper functions, static methods, or verifying utility code correctness.

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Generate engine-specific test helper libraries for the project's test suite. Reads existing test patterns and produces tests/helpers/ with assertion utilities, factory functions, and mock objects tailored to the project's systems. Reduces boilerplate in new test files.

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Activate for any work in the tests/e2e/ directory: creating or editing test files (tests/*.test.ts), page objects (pages/), helpers (helpers/), or vitest config. Enforces agent-browser conventions specific to this project.

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Generate engine-specific test helper libraries for the project's test suite. Reads existing test patterns and produces tests/helpers/ with assertion utilities, factory functions, and mock objects tailored to the project's systems. Reduces boilerplate in new test files.

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Reference for notebook manipulation scripts (notebook_helpers.py, notebook_tools.py). Use when working with Jupyter notebooks, analyzing structure, executing cells, or manipulating notebook content.

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