mcpbeat

Asyncopenai Concurrency Httpx Pool

kennethkhoocy/asyncopenai-concurrency-httpx-pool

| Raise real concurrency in asyncio LLM batch scorers built on the OpenAI SDK (1) raising an asyncio.Semaphore above ~100 produces no throughput gain, (2) a batch pipeline saturates near 100 in-flight requests despite a larger semaphore, (3) planning a high-concurrency campaign against a provider with AsyncOpenAI's default httpx pool caps max_connections at 100, silently bottlenecking any larger semaphore — you must pass a custom http_client with httpx.Limits sized to the semaphore.

2k tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
54
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/kennethkhoocy/applied-micro-skills --skill asyncopenai-concurrency-httpx-pool

How to use it

Copy the folder

Take kennethkhoocy/asyncopenai-concurrency-httpx-pool from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.