Use when creating or refactoring Nango integration actions to be thin API wrappers - provides patterns for minimal transformation logic, direct proxy calls, and standardized structure

Systematic framework for extracting actionable items from documents and

Standardized output format for code reviews with severity labels, file:line references, and fix code snippets. Use when generating review reports that need consistent, actionable feedback structure.

Create and configure GitHub Actions. Use when building custom actions, setting up runners, implementing security practices, or publishing to the marketplace.

Self-hosted no-code automation platform with visual flow builder, type-safe custom pieces, API integrations, and event-driven triggers

Comprehensive guide for ActivityWatch setup, configuration, watchers, integrations, API usage, and automation. Covers aw-qt, aw-watcher modules, aw-client libraries, aw-sync, data export, MCP server integration, and package managers. Use when working with ActivityWatch components, creating custom watchers, querying data, setting up sync, integrating with analytics dashboards, or using the ActivityWatch API.

Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top of dataform-engineering-fundamentals: ODS two-arg ref() syntax, looker_ filename prefix, Looker integration (looker_prod/looker_dev), acuantia dataset conventions, coordination with callrail_data_export/dialpad_data_integration/looker projects

Professional document generator for Active Directory health assessments. Creates executive-quality DOCX reports with consistent branding, proper data visualization, severity-based formatting, and actionable remediation guidance. Use when generating assessment reports from OpsIdentity JSON data or improving document output quality.

Use when adapting Droidz framework or creating custom workflows. Guide for customizing droids, skills, and commands for specific project needs.

Synthesize new works from extracted functional DNA documents. Use when adapting a source work to a new context, when combining multiple source extractions, or when generating variations that preserve function while changing form.

Activate when users need help setting up, configuring, or troubleshooting LimaCharlie adapters to ingest telemetry from cloud services, identity providers, log sources, or other data sources.

Comprehensive guide for AIDB debug adapter development. Covers component-based

Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system

Guidance for implementing adaptive rejection sampling (ARS) algorithms for generating random samples from log-concave probability distributions. This skill should be used when tasks involve implementing ARS, rejection sampling, or Monte Carlo methods that require sampling from custom probability distributions, particularly in R or other statistical computing languages.

Karrot app automation with AI Vision - bypass Play Integrity and LIAPP detection, login, and interaction workflows with Claude Vision API integration

Screen understanding with OCR and template matching for Android device automation

Create a new .NET Aspire worker project with Kafka, RavenDB, and MinIO integration (project)

Create BackgroundService implementations for scheduled or polling tasks (project)

Add Contract for inter-BC communication using Provider pattern. Use when one Bounded Context needs to access data from another BC (e.g., Inventory needs Articles from Admin). Creates Contract interface, Provider implementation, and configuration.

Create a reusable UI component with factory pattern, theme compatibility, and proper cleanup

Create new files in knowledge base with directory governance. Use when user wants to save, create, or add content. Reads RULE.md to understand directory purpose and follows specified rules. Recommends target directory based on content analysis.

Adds an event consumer that writes to Azure Data Lake (Parquet) following BI_SALES_RISK plan. Creates events/consumers/[Name]DataLakeCollector.ts subscribing to RabbitMQ, building Parquet rows, writing to /path_prefix/year=YYYY/month=MM/day=DD/. Use when adding DataLakeCollector in logging or similar “event to Data Lake” pipelines.

Add deferred technical debt items identified during PR review

Add Qdrant embedding support to v3 WordPress components for RAG chatbot. Implements component-level content chunking for searchable, structured embeddings. Use when adding embedding to new or existing v3 components.

Adds a new environment variable with Zod validation. All environment variables must be defined in `src/env.ts` and documented in `.env.example`.

Add a professional footer to README files with engagement prompts, community channels, and call-to-action for subscriptions. Use when you need to enhance your README with a footer that encourages interaction and builds community.

为Flutter插件添加可配置的选择器小组件（HomeWidget），支持用户点击配置、数据选择和动态数据渲染。核心特性：(1) 配置dataSelector保存必要数据，(2) 通过controller传递id获取最新数据，(3) 支持导航到详情页

Create a game UI injection that modifies existing game elements with proper cleanup

Add KafkaFlow consumer handlers for processing Kafka/Redpanda messages (project)

Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities. Covers the six-file architecture (mod.rs, definition.rs, parser.rs, behavior.rs, resolution.rs, audit.rs), trait implementation patterns, resolution scope design, and integration workflow. Triggers on requests to add language support, implement new parser, extend language capabilities, or create language implementation.

Add a new lesson learned to shared rules and sync to context files.

Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling

Manually add a technical debt item to MASTER_DEBT.jsonl

Добавляет медицинские записи в Notion. Используй когда пользователь просит добавить запись в карточку Богданы, Андрея или Вани по файлу анализов/обследований.

Guide for adding new files to this codebase while respecting architectural principles including Separation of Concerns, Common Closure Principle, small composable functions (max 20 lines), and externalizing constants. Use when creating new modules, utilities, or any new source files in the project.

Add transactional outbox pattern for reliable event publishing with RavenDB (project)

Use when user wants to add a new sensor to the Enviro+ monitoring system, or asks to monitor a new data point. Guides through importing libraries, initialization, reading sensor values, publishing to Adafruit IO and Home Assistant, updating documentation, testing, and rate limit verification.

This skill automates the complete workflow for adding new UI style templates to the ui-style-react project. It handles directory creation, file generation, and automatic registration in the preview sy

Analyze recent changes and add test coverage for HEAD commit

Add unit tests for a component or function

Add unit tests for component or function: $ARGUMENTS

Guide for adding unit tests to AReaL. Use when user wants to add tests for new functionality or increase test coverage.

Add support for a new ERC-4626 vault protocol. Use when the user wants to integrate a new vault protocol like IPOR, Plutus, Morpho, etc. Requires vault smart contract address, protocol name, and protocol slug as inputs.

Use when adding responses to markdown documents with user-highlighted comments, encountering markup errors, or unsure about mark tag placement - ensures proper model-highlight formatting with required attributes and correct placement within markdown elements

Use when adding new mod parsers to convert game mod strings to typed Mod objects - guides the template-based parsing pattern (project)

Use when adding support for a new Nango provider - configures provider in providers.yaml, creates documentation (main page, setup guide, connect guide), and updates docs.json following established patterns

Step-by-step guide for adding support for a new AI editor format to PRPM - covers types, converters, schemas, CLI, webapp, and testing

<user_command>/kata:add-phase</user_command>

Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies