Agent
Path C Phase 2 subagent. Probe or install AISBench from source in a target container before PD deploy. Skip if already available. Writes aisbench-install-report/status.
A repository for deploying agents/skills for parameter tuning, profiling and analysis.
Agent
Path C Phase 2 subagent. Probe or install AISBench from source in a target container before PD deploy. Skip if already available. Writes aisbench-install-report/status.
Agent
A specialised agent for reproducing serving-performance baselines for a model-serving setup. It uses configuration files and reference documents to produce a usable vLLM server command when needed.
Agent
Path C Phase 1 subagent. Validate PD Prefill/Decode launch commands and machine/container environment; ensure one container per host when unspecified; network-only multi-host rewrites; write pd-check-report and rendered scripts.
Agent
Path C Phase 3 subagent. Deploy mooncakemaster then Prefill/Decode/Proxy from Phase 1 rendered scripts after AISBench is ready; on failure diagnose and signal rollback to Phase 1.
Agent
Path C Phase 4 subagent. Run AISBench P/D QPS tests under SLO, compute best PD ratio, fit to cluster capacity, verify deploy + e2e per-NPU throughput; write pd-ratio-report and status. P checks TTFT only; D checks TPOT only; concurrencies may differ.
Agent
A specialized helper for analyzing performance profiles from Ascend NPU tools, using local paths to profiling files such as ascendpt, ascendms, or PROF data.
Agent
A specialized agent for the second phase of serving-performance tuning, starting from a Phase 1 baseline summary. The description is in Chinese and says it performs offline parallel-strategy tuning without deployment or load testing.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: