Debug vLLM async KV loading and PegaFlow connector behavior. Use when investigating async KV loads, WAITING_FOR_REMOTE_KVS states, load/save intents, connector metadata flow, prefetch behavior, or preemption interactions in vLLM scheduler/worker code.
Trace the async KV loading path between vLLM scheduler and worker connectors, including prefetch and preemption edges.
WAITING, RUNNING, WAITING_FOR_REMOTE_KVS, PREEMPTED.python/pegaflow/connector/scheduler.py: prefetch query + LoadIntent creation..project-plans/scheduler.py (private): load_kv_async gating and WAITING_FOR_REMOTE_KVS transitions.python/pegaflow/connector/worker.py: start_load_kv() calls engine_client.load() and tracks PyLoadState.get_finished() polls is_ready() and emits finished_recving..project-plans/scheduler.py (private): _preempt_request() and reset_prefix_cache() behavior.invalid_block_ids handling can trigger recompute or failure based on kv_load_failure_policy.references/async-loading.md for full call flow and log markers.npx skills add novitalabs/vllm-async-loading-debug下载完整 Skill 目录，包含 SKILL.md 及所有相关文件
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer