Help users work with the Mooncake Python APIs for distributed storage and high-performance data transfer. Use when working with Mooncake Store (distributed KV cache), Transfer Engine (RDMA/TCP transfers), service setup (master, metadata server), PyTorch tensors in the Store, zero-copy/buffer management, batch operations and replication, or Mooncake EP / Backend (Expert Parallelism). Trigger on questions about MooncakeDistributedStore, TransferEngine, put/get, puttensor, registerbuffer, ReplicateConfig, or the mooncake.store / mooncake.engine / mooncake.pg Python modules.
EnglishRun Mooncake pre-PR local validation through scripts/runcitest.sh. Use this skill whenever the user wants to validate a branch before opening or submitting a PR, run local CI, run ci test, check changes before PR, reproduce GitHub Actions locally, or force a full pre-submit verification. Trigger on phrases like "提交 PR 前验证", "run ci test", "run local CI", "check my branch", "test before PR", "pre-submit validation", and "reproduce CI locally".
EnglishAutomatically diagnose Mooncake deployment and runtime issues. Checks services (mooncakemaster, metadata server), RDMA devices, environment variables, connectivity, memory limits, and analyzes logs for common error patterns. Use when Mooncake deployment fails, services won't start, connections fail, or you encounter runtime errors like "Error from etcd client", "No matched device found", "Failed to register memory", "NOAVAILABLEHANDLE", or any RDMA/networking issues. Also use when user asks to troubleshoot, debug, diagnose, or fix Mooncake problems.
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AGENT SKILLS ATLASIncludes Mooncake API, Mooncake CI Local, and Mooncake Troubleshoot.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Mooncake API
Help users work with the Mooncake Python APIs for distributed storage and high-performance data transfer. Use when working with Mooncake Store (distributed KV cache), Transfer Engine (RDMA/TCP transfers), service setup (master, metadata server), PyTorch tensors in the Store, zero-copy/buffer management, batch operations and replication, or Mooncake EP / Backend (Expert Parallelism). Trigger on questions about MooncakeDistributedStore, TransferEngine, put/get, puttensor, registerbuffer, ReplicateConfig, or the mooncake.store / mooncake.engine / mooncake.pg Python modules.
Mooncake CI Local
Run Mooncake pre-PR local validation through scripts/runcitest.sh. Use this skill whenever the user wants to validate a branch before opening or submitting a PR, run local CI, run ci test, check changes before PR, reproduce GitHub Actions locally, or force a full pre-submit verification. Trigger on phrases like "提交 PR 前验证", "run ci test", "run local CI", "check my branch", "test before PR", "pre-submit validation", and "reproduce CI locally".
Mooncake Troubleshoot
Automatically diagnose Mooncake deployment and runtime issues. Checks services (mooncakemaster, metadata server), RDMA devices, environment variables, connectivity, memory limits, and analyzes logs for common error patterns. Use when Mooncake deployment fails, services won't start, connections fail, or you encounter runtime errors like "Error from etcd client", "No matched device found", "Failed to register memory", "NOAVAILABLEHANDLE", or any RDMA/networking issues. Also use when user asks to troubleshoot, debug, diagnose, or fix Mooncake problems.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Mooncake API skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.