SwanHubX

Use when reviewing SwanLab Go core PRs under core/**, running gh pr diff or gh pr review for Go changes, checking cross-platform build tags/goroutine lifecycle/parent process monitoring/console logging/gRPC-protobuf contracts/golangci-lint/go test -race/Go…

Use when reviewing SwanLab Python SDK PRs, running gh pr diff or gh pr review, checking public API/type stubs/run lifecycle/settings/API/CLI/transport/concurrency/integrations/media/probe/protobuf/packaging/Python compatibility changes, or gating SDK merge…

使用 PyTRIO/TRIO 编写、调试或解释远程大模型训练与推理代码。用户提到 pytrio、TRIO、PyTRIO SDK、ServiceClient、TrainingClient、SamplingClient、LoRA 训练、SFT、异步 SFT、多模态推理、多模态训练、Vision GRPO、视觉 RLVR、ImageChunk、RL、GRPO、OPD、Search-R1、ReTool、DAPO、GSPO、ALFWorld、TextWorld、Agentic RL、OPSD、On-Policy…

Interact with SwanLab — both writing tracking code (init/log/finish/multimedia) and querying experiment data via CLI (`swanlab api`). Use this skill when the user wants to write training tracking code, log metrics or media, manage experiments, inspect…