개발 스킬

Query and manage a Microsoft Fabric SQL database using T-SQL, sqlcmd, schema inspection, and dacpac deployment. Investigate temporal data, vector similarity search, Query Store regressions, blocked sessions, and other OLTP performance issues.

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• Run read-only T-SQL queries against a SQL database
• Inspect tables and database schema
• Deploy schema changes with a dacpac

Use this skill to plan and adapt HDInsight Spark, Hive, and Oozie workloads for Microsoft Fabric. It maps legacy APIs and storage paths to Fabric equivalents, converts Hive tables to Delta Lake, and outlines how to replace Oozie workflows with data pipelines.

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• Migrating HDInsight Spark notebooks to Fabric
• Replacing Hive tables with Lakehouse Delta tables
• Moving WASB or ABFS paths to OneLake shortcuts

Review changed WordPress plugins, themes, and blocks before release. Check escaping, input sanitization, nonces and permissions, prepared database queries, translation-ready text, core API use, and query and caching practices.

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• Reviewing a WordPress plugin before release
• Checking a REST route or AJAX handler for security issues
• Making interface strings ready for translation

Review production code after it is written or changed. Check naming, design, duplication, error handling, and common AI-generated code failures, then fix issues or report prioritized findings before the code is presented, committed, or merged.

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• Checking a generated code change before delivery
• Reviewing a pull request for maintainability risks
• Refactoring a function while preserving its behavior

Review changed WooCommerce extensions and store logic for common compatibility, checkout, security, and money-handling problems. It checks order and product CRUD usage, HPOS and Blocks compatibility declarations, server-side validation, runtime assumptions, and hook or template choices before code ships.

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• Reviewing a WooCommerce plugin or extension
• Checking order access for HPOS compatibility
• Reviewing a checkout field or payment integration

Use this skill when the same English text needs different translations in different parts of an application. It adds gettext context at the source, updates affected PO entries, and guides validation of translations and formatting checks for the touched locale.

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• Separate translations for an ambiguous label
• Add context to translated JSON strings
• Update and validate affected PO entries

Create or update Deno and TypeScript scripts for Cataclysm-BN, following the project’s conventions. Use it for command-line tools, data migrations, code or documentation generators, Git hooks, and other development utilities.

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• Creating a Deno command-line utility
• Writing a data migration script
• Generating code or documentation

Use this skill to expose Cataclysm-BN game functions and utilities to Lua. It guides you through organizing functions into libraries, registering constants and callbacks, documenting the API, and handling errors so Lua scripts can use the new bindings.

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• Expose game or map functions to Lua
• Add constants or utility functions to a Lua library
• Let Lua scripts register callbacks

Expose complex C++ classes to Lua by adding bindings for methods, inheritance, constructors, properties, and operators. The skill also guides ownership handling and registration so Lua scripts can use the intended class interface.

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• Exposing a C++ class to Lua
• Binding inherited class methods
• Adding constructors and properties

Add Lua bindings that let Cataclysm-BN scripts access simple C++ types, including string IDs, enums, and basic read-only classes. The skill guides documentation macros, registration in the appropriate source file, and build and in-game checks.

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• Exposing a C++ string ID to Lua
• Registering an enum for Lua scripts
• Making a basic read-only C++ type available to Lua

Prepare or update Cataclysm-BN pull requests with titles checked against the project’s naming rules, concise explanations of the change, relevant links, and evidence reviewers can use to understand the issue and verify the result.

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• Opening a pull request for a Cataclysm-BN change
• Editing an existing pull request title or body
• Adding issue links or evidence to a pull request

A practical reference for adding Lua bindings to Cataclysm-BN. Look up Luna macros, usertypes, libraries, type and function patterns, documentation helpers, build steps, and common errors, with examples showing how C++ types and functions become usable from Lua.

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• Look up Luna macros for a type
• Register C++ methods and properties for Lua
• Troubleshoot binding or build errors

Use this skill to reproduce a failing GitHub check in a safe working branch, inspect its logs when needed, and edit the code until the failing command succeeds. It supports committing and publishing the fix when the check turns green.

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• Reproducing a failing GitHub Actions check
• Using check logs to locate a CI failure
• Fixing a command that needs to exit successfully

Bring the latest `origin/main` changes into a working or pull request branch. Resolve conflicts with focused edits, run the requested or default tests, and publish the result only when the tests pass.

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• Updating a pull request branch with main
• Resolving merge conflicts with the base branch
• Checking tests after bringing main into a branch

Implement a Linear brief in a named GitHub repository by editing only its listed files and running its specified test command. The workflow can commit a passing change and publish it for a draft pull request; incomplete briefs stop before repository work begins.

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• Implementing a scoped Linear issue brief
• Changing only files named in a brief
• Running the single test command specified

Build Swift apps that run language and vision-language models locally on Apple Silicon with MLX. The skill covers streaming responses, tool calls, memory coordination, LoRA fine-tuning, text embeddings for search, and porting model architectures to Swift.

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• Running a local language model in a Swift app
• Streaming model responses or processing images and video
• Adding tool calls to model responses

Use MLX in Swift to work with arrays and build neural networks on Apple Silicon. The skill covers automatic differentiation for gradients, model training with optimizers, performance compilation, custom Metal kernels, and memory coordination for concurrent work.

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• Creating and manipulating MLX arrays
• Building a neural network in Swift
• Calculating gradients and training a model

Check a Simulink model for Rapid Accelerator compatibility before simulation. The skill finds unsupported blocks, configuration conflicts, and data type restrictions, then labels each finding as a build blocker or warning so you can see what needs attention.

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• Check a model before running a Rapid Accelerator simulation
• Investigate why buildRapidAcceleratorTarget failed
• Find model issues behind a Rapid Accelerator runtime crash

Prepare an existing Simulink model for Simulink Real-Time code generation by configuring its target file, fixed-step solver, and build options. It checks compatibility with the selected target platform and validates settings before the model is saved or built.

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• Preparing a model for Simulink Real-Time
• Correcting target file and solver settings
• Checking target platform compatibility

Build and operate Simulink Real-Time applications on configured target computers. Load and run applications, monitor state and signals, tune parameters, manage stimulation and recordings, and stop runs while checking target and application status.

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• Build and load a real-time application on a target
• Start, monitor, or stop an application run
• Tune parameters and read signal values

Choose which signals a Simulink Real-Time application captures and where they go. Create and validate an `slrealtime.Instrument`, add signals, select file logging, SDI, or MATLAB callback delivery, attach it to a target, and save its setup as an M-code script.

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• Choosing signals to capture from a real-time application
• Routing data to file logging, SDI, or a MATLAB callback
• Validating an instrument against a build

Use this skill to create, revise, and validate AgentDock Skills. It guides the structure of an Agent Skills compatible SKILL.md, portable package files, helper scripts, environment settings, security checks, linting, and verification in a real AgentDock installation.

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• Creating a new Agent Skills compatible package
• Refactoring a Skill to reduce host-specific assumptions
• Adding references or helper scripts to a Skill

Use this skill to fetch a Plugin from Git, GitHub, or an external marketplace, prepare a traceable local copy, and pass it to AgentDock for format detection, review, and installation. It supports updates from remote sources while preserving provenance details.

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• Importing a Plugin from a Git repository
• Getting a Plugin from a marketplace entry
• Updating a Plugin from its remote upstream source

Use this guide to understand AgentDock and manage its configuration across desktop apps, Linux services, Docker, and direct binary runs. It helps identify the active instance, apply changes, restart the right process, verify behavior, and connect Coding Agents through ACP.

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• Finding where an AgentDock setting lives
• Applying a configuration change and checking that it took effect
• Restarting and health-checking the correct AgentDock process