自动化
工作流自动化与调度
cosmos-dbt-core
astronomer
Use when turning a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos. Does not cover dbt Fusion. Before implementing, verify dbt engine, warehouse, Airflow version, execution environment, DAG vs TaskGroup, and manifest availability.
customaize-agent:create-workflow-command
NeoLabHQ
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
customaize-agent:context-engineering
NeoLabHQ
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
sadd:do-and-judge
NeoLabHQ
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
dart-benchmark-packet
dartsim
"DART Benchmark Packet: author or refresh a benchmark evidence packet for an owning plan"
dart-new-task
dartsim
"DART New Task: start a feature, bugfix, refactor, docs, build, or test task"
dart-docs-update
dartsim
"DART Docs Update: update docs or AI instruction visibility without code changes"
dart-analyze
dartsim
"DART Analyze: analyze repository evidence without editing"
dart-fix-issue
dartsim
"DART Fix Issue: resolve a GitHub issue with a fix and regression test"
dart-plan-update
dartsim
"DART Plan Update: discuss or update DART living plans"
Tutorial Narration Writer
aviz85
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dart-retro
dartsim
"DART Retro: run a retrospective and capture durable lessons"
dart-mechanical-refactor
dartsim
"DART Mechanical Refactor: perform a behavior-preserving mechanical refactor"
find-my-project
aviz85
"Helps beginners find their first AGENTIC project through pain point identification. Guides through questioning, analysis, project suggestion, and folder setup. Use when someone asks 'what project should I build?' or 'help me get started with Claude Code'."
dart-downstream-fix
dartsim
"DART Downstream Fix: fix a DART bug reported through gz-physics or Gazebo"
dart-ultrawork
dartsim
"DART Ultrawork: kick off a large or autonomous DART task with project-home docs, an optional decision interview, and orchestrated execution"
dart-audit-agent-compliance
dartsim
"DART Audit Agent Compliance: audit and fix gaps when agents miss or cannot discover documented rules"
dart-triage-issue
dartsim
"DART Triage Issue: triage a GitHub issue and recommend next action"
dart-close-issue
dartsim
"DART Close Issue: draft and optionally post a GitHub issue closing message"
moai-workflow-thinking
modu-ai
Sequential Thinking MCP and UltraThink mode for deep analysis, complex problem decomposition, and structured reasoning workflows. Use when performing multi-step analysis, architecture decisions, technology selection trade-offs, breaking change assessment, or when --ultrathink flag is specified. Do NOT use for simple decisions or straightforward implementation tasks.
docx
ThinkInAIXYZ
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
memory-management
ThinkInAIXYZ
Guide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.
bright-data-mcp
brightdata
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search the web", "get data from", "look up", "find online", "research", structured data from Amazon/LinkedIn/Instagram/TikTok/YouTube/Facebook/X/Reddit, browser automation, e-commerce, social media monitoring, lead generation, reading docs/articles/sites, current events, fact-checking. Returns clean markdown or structured JSON. Handles JavaScript, CAPTCHAs, bot detection bypass. 60+ tools. Always use Bright Data MCP for any internet task. MUST replace WebFetch and WebSearch.
workflow-automation
JoelLewis
"Workflow automation for securities operations: BPM concepts, task routing, approval chains, escalation rules, SLA monitoring, and process orchestration patterns."