Claude Skills by majiayu000

Complete guide to ActiveRecord query optimization, associations, scopes, and PostgreSQL-specific patterns. Use this skill when writing database queries, designing model associations, creating migrations, optimizing query performance, or debugging N+1 queries and grouping errors.

Coding standards and best practices for Temporal activities.

Display the daily activity log showing all content analyzed today. Use when the user asks what they've watched, read, or analyzed today, mentions activity log, daily log, or wants to see their consumption history.

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.

High-performance Rust web framework with actor model foundation.

Master A2C, A3C, SAC, TD3 - actor-critic methods for continuous control

Fix Swift 6 actor isolation errors in Leavn app - deinit accessing @MainActor properties, nonisolated contexts, concurrent access violations

'Use when working on Acuantia''s BigQuery Dataform pipeline (acuantia-gcp-dataform

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.

Write high-converting advertising copy for paid media campaigns

Quality review ads before launch by verifying hook strength, checking proof elements, evaluating CTA effectiveness, and assessing visual quality and authenticity. Use as final check before launching creative or when reviewing team submissions.

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.

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

Adapter Layer 전문가. CommandAdapter(persist만, JpaRepository 1:1), QueryAdapter(4개 메서드, QueryDslRepository 1:1), AdminQueryAdapter(Join 허용, DTO Projection), LockQueryAdapter(6개 Lock 메서드). 필드 2개만(Repository + Mapper). @Component 필수. @Transactional 절대 금지.

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

Adapter (Wrapper) Pattern pattern for C development

Automatically adjusting video quality based on network conditions using HLS, DASH protocols and player implementation for smooth playback and optimal user experience.

Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or drift with hardware changes.

Suggests learning analysis after code reviews

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.

Adapt UI scheduling behavior dynamically based on runtime conditions and user context.

Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.

**Tier**: Tier 0 (Meta-Generation Framework) **Purpose**: Automated scaffolding and generation system for ADB skills and bots **Version**: 1.0.0 **Status**: Active

Semantic UI element detection via uiautomator2

Manipulates Android devices via ADB with emphasis on Wear OS. Provides scripts for screenshots, screen recording, tile management, WearableService inspection, package operations, and device configuration. Use when working with adb, Android devices, Wear OS watches, tiles, wearable data layer, dumpsys, or device debugging. Triggers: adb, android device, wear os, wearable, tile, screenshot, screen recording, dumpsys, logcat.

Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates.

Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates.

Create API layer components for a new entity. Includes usecase interactors (internal/usecase/), proto definitions (schema/proto/), gRPC handlers (internal/infrastructure/grpc/), and DI registration. Use when adding CRUD endpoints or Step 3 of CRUD workflow (after add-domain-entity).

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

Add a new Jotai atom to the state system with type definitions, registry, and Store API access

Add authentication endpoints (register, login, refresh, logout) to NovaTune

Add authorization methods for a new entity to AuthorizationService. Use after creating a resource service. Triggers on "add permissions", "authorization methods", "entity permissions", "add auth methods".

This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization

Add backend integration testing with Vitest to an existing app. Sets up isolated test database schema and writes tests for tRPC routers.

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 new card part within a section with factory/class pattern, Card wrapper, and proper cleanup

When user wants to add a new case study to the portfolio.

Add a new code quality check to CI, justfile, and pre-commit hooks. Use when adding linters, formatters, type checkers, or other code quality tools to the project.

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

Create a React component with TypeScript and optional tests

Guide adding a new config field across types, defaults, config.yaml, and optional state/env wiring.

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.

Scaffold a new DAG node in afi-reactor, wire it into the pipeline, and ensure all types and validators are imported from afi-core while obeying AFI Orchestrator Doctrine and the AFI Droid Charter.

Create database migrations and constant tables for new entities.

Create database migrations and constant tables for new entities.

Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.

Add deferred technical debt items identified during PR review

Add a dependency to a Lean project's lakefile. Use when adding requires, dependencies, or imports to a project.