git-hex-conflict-resolution
>
git-hex-branch-cleanup
>
git-hex-pr-workflow
>
translate-image
Translate text in images, extract text via OCR, and remove text using TranslateImage AI. Use when user says 'translate image', 'OCR image', 'extract text from image', 'remove text from image', 'manga translate', or wants to process images with foreign-language text.
tidb-profiler-analyzer
Processes and analyzes TiDB profiler zip packages (CPU or heap) for components like TiDB, TiKV, PD, or TiFlash. It unzips, aggregates the profiler data, and uses `go tool pprof` to report on the most time-consuming functions (CPU) or highest memory allocations (heap).
plan-replayer-testing
Expertise in adding new test cases for the TiDB plan replayer. Use when the user provides a plan replayer zip file and wants to create a new test.
tidb-optimizer-bugfix
Fix TiDB optimizer bugs with minimal diffs, hypothesis-driven validation, and regression tests aligned with tidb-test-guidelines. Use when reproducing, fixing, and validating planner/optimizer behavior bugs.
context-management
Use for projects, tasks, or code that involve context engineering and context management for AI agents: keep prompt prefixes stable for KV-cache, use append-only context, prefer tool masking over tool removal, offload large observations into filesystem memory, recite goals/todos to control attention, preserve errors for recovery, and avoid few-shot pattern lock-in. Use when building or debugging agent loops, prompt/context schemas, memory strategies, or tool-availability policies.
pr-review-helper
Gather PR review context: all comments (including review suggestions), diff context, and CI status; download GitHub Actions logs on failures. Prefer GitHub MCP for reads, fall back to gh CLI when needed.
tidb-doc-finder
TiDB-specific documentation lookup guided by this repo's llms.txt hub: read llms.txt, pick the best linked source (tidb-dev-guide llms-full.txt, TiDB user guide llms.txt, or Uber Go style guide), fetch it, then search within it to answer with precise references. Use when asked to find docs, research, or provide doc-grounded answers about TiDB development or usage.
code-reviewer
コードレビューとベストプラクティスの提案を行うスキル
browser-testing
ブラウザ自動化とE2Eテストを行うスキル
common
全ロール共通で使用できる基本ツール
data-analyzer
データ分析と可視化を行うスキル
docx-handler
Word文書の読み取り、編集、作成を行うスキル
aegis-architect
アーキタイプベースのスキャフォールドツール - プロジェクトの重さに応じた型を選択
orchestrator
タスクの調整と他のロールへの委譲を行うコーディネーターロール
dotnet-cqrs-api
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules
aspose-slides
Comprehensive skill for manipulating Microsoft PowerPoint presentations using Aspose.Slides.NET library with modern C# patterns
maker
Generate .NET Core data API code from model definitions using the Maker XML specification and CLI. Use when users need to: (1) Create Maker XML models from JSON objects, SQL scripts, or database schemas, (2) Generate .NET Core CRUD API endpoints from Maker XML, (3) Understand or validate Maker XML model definitions, or (4) Work with the Maker CLI tool for code generation.
reindex-docs
Re-index all PDF and HTML documents, update index.html, and commit/push changes to the repository
repo-docs
Update and maintain core repository documentation files (README.md, CHANGELOG.md, LICENSE, CONTRIBUTING.md) before commits or releases. Use when users need to update documentation to reflect code changes, prepare for releases, or ensure documentation consistency.
ux-designer
>
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
testing-anti-patterns
Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies
task-decomposition
Break down complex tasks into atomic, actionable goals with clear dependencies and success criteria. Use this skill when you need to plan multi-step projects, coordinate agents, or decompose complex user requests into manageable sub-tasks.
skill-creator
Create new Claude Code skills with proper directory structure, SKILL.md file, and YAML frontmatter. Use this skill when you need to create a new reusable knowledge module for Claude Code.
web-search-researcher
Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices, technical solutions, or comparisons beyond your training data. Provides systematic web research with strategic searches, content analysis, and synthesized findings.
gemini-websearch
Performs web searches using Gemini CLI headless mode with google_web_search tool. Includes intelligent caching, result validation, and analytics. Use when searching for current information, documentation, or when the user explicitly requests web search.
agent-coordination
Coordinate multiple agents for software development across any language. Use for parallel execution of independent tasks, sequential chains with dependencies, swarm analysis from multiple perspectives, or iterative refinement loops. Handles Python, JavaScript, Java, Go, Rust, C#, and other languages.
frontend-design-system
>
goap-agent
Invoke for complex multi-step tasks requiring intelligent planning and multi-agent coordination. Use when tasks need decomposition, dependency mapping, parallel/sequential/swarm/iterative execution strategies, or coordination of multiple specialized agents with quality gates and dynamic optimization.
iterative-refinement
Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.
parallel-execution
Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput and minimize execution time. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work.
Playwright Browser Automation
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
shell-script-quality
Lint and test shell scripts using ShellCheck and BATS. Use when checking bash/sh scripts for errors, writing shell script tests, fixing ShellCheck warnings, setting up CI/CD for shell scripts, or improving bash code quality.
security-patterns
Elixir-specific security patterns, OWASP mitigations, and compliance best practices
data-pipeline
GenStage, Broadway, and Flow for Elixir data pipelines
nerves-patterns
Nerves embedded development patterns for Elixir/Nerves systems
elixir-guidelines
Official Elixir community standards, naming conventions, and best practices
ai-orchestration
LLM keyring management, multi-provider support, and AI agent orchestration
api-design
REST vs GraphQL, API versioning, rate limiting, and documentation for Elixir/BEAM APIs
otp-patterns
Implements OTP design patterns including GenServer, Supervisor, and Application behaviors.
test-generation
Generates comprehensive Elixir tests using ExUnit following TDD principles.
ecto-query-analysis
Analyzes Ecto queries for N+1 problems, missing preloads, and performance issues.
elixir-architect
Use when designing or architecting Elixir/Phoenix applications, creating comprehensive project documentation, planning OTP supervision trees, defining domain models with Ash Framework, structuring multi-app projects with path-based dependencies, or preparing handoff documentation for Director/Implementor AI collaboration
liveview-patterns
Phoenix LiveView UI and real-time feature patterns
migration-patterns
Zero-downtime Elixir/Phoenix database migrations and rollback strategies
nx-patterns
Nx and Livebook patterns for machine learning in Elixir
observability
Telemetry, metrics, tracing, and observability for Elixir/BEAM applications
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