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asyncopenai-concurrency-httpx-pool

85 / 100 · Low risk

Fine to try.

By kennethkhoocy/applied-micro-skills (GitHub) · coding · 20 stars · scanned at commit 28d6f64

Raise real concurrency in asyncio LLM batch scorers built on the OpenAI SDK (AsyncOpenAI, including OpenAI-compatible providers like DeepSeek). Use when: (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 no hard rate limit (DeepSeek v4-flash tolerates 2000+ in flight). Root cause: AsyncOpenAI's default httpx pool caps max_…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'asyncopenai-concurrency-httpx-pool' ] || [ -L ~/.agents/skills/'asyncopenai-concurrency-httpx-pool' ]; then echo 'A skill folder named asyncopenai-concurrency-httpx-pool already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/kennethkhoocy/applied-micro-skills' "$d" && git -C "$d" checkout --quiet '28d6f6445e745711fc64a4faeebca35eac1b2b02' -- 'plugins/applied-micro/skills/asyncopenai-concurrency-httpx-pool' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/applied-micro/skills/asyncopenai-concurrency-httpx-pool' ~/.agents/skills/'asyncopenai-concurrency-httpx-pool' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'asyncopenai-concurrency-httpx-pool' ~/.claude/skills/'asyncopenai-concurrency-httpx-pool' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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