lambda-workflow
One lifecycle for Lambda repos: choose a bd task, start work, land the PR, and watch GitHub via Dumbwaiter MCP until it merges.
saga-orchestrator
處理跨 Frame 的複雜業務流程，協調多個 Sub-agent (command/query/reactor) 完成 Saga/Choreography 模式的分散式交易。當需求涉及多個狀態變更、事件反應與查詢的組合時使用。
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
task-generator
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
sub-issue-maker
Provide the task granularity for cutting subissues.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
skill-spec-generator
Generate structured skill specifications for independent skill creators. Use when asked to ideate, brainstorm, or specify multiple skills for a domain, workflow, or problem space. Outputs self-contained specs with list-level context so each skill can be built independently. Triggers on requests like "what skills would help with X", "generate skill ideas for Y", "specify skills to cover Z workflow".
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
shell-automation
Production-grade shell automation - scripts, CI/CD, makefiles
stagehand
Stagehand Python AI-powered browser automation. Use for web scraping, form filling, clicking elements, extracting structured data, and autonomous multi-step browser workflows. Covers act(), extract(), observe() methods and Computer Use Agent patterns.
tech-debt-capture
Automated Phase 4 technical debt capture and Ticket creation. Parses work-log evaluation reports, extracts TD (Technical Debt) items, and creates Atomic Tickets using Single Responsibility Principle. Use: Extract technical debts from Phase 4 evaluation → Auto-map to target versions → Create tickets → Update todolist.
ticket-create
Interactive Atomic Ticket design and creation tool following Single Responsibility Principle. Use when: (1) Creating new tickets for development tasks, (2) Breaking down complex requirements into atomic tickets, (3) Creating tickets from test failures, (4) Batch creating multiple tickets from requirements description. Each ticket must have exactly one Action + one Target.
version-release
版本發布整合工具，處理 worklog 檢查、文件更新、合併推送等完整流程。三步驟流程：Pre-flight 檢查 → Document Updates → Git Operations。支援 check / update-docs / release 子命令，包含 --dry-run 預覽模式。
prompt-refinement
Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/specify commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.
python-pipeline
Python data processing pipelines with modular architecture. Use when building content processing workflows, implementing dispatcher patterns, integrating Google Sheets/Drive APIs, or creating batch processing systems. Covers patterns from rosen-scraper, image-analyzer, and social-scraper projects.
linear
Query and manage Linear issues, projects, and team workflows.
planning
Comprehensive feature planning, optimization, and orchestration system. Provides workflows for creating plans, decomposing into features, and executing with sub-agents. Integrates with Beads for state management and optionally Azure DevOps.
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