OpenAgentSkill Registry Manifest
Skill: asyncopenai-concurrency-httpx-pool
Slug: kennethkhoocy-asyncopenai-concurrency-httpx-pool
Category: design-creative
Description: 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_connections at 100, silently
bottlenecking any larger semaphore — you must pass a custom http_client with
httpx.Limits sized to the semaphore.

Agent fit:
- Decision: 63/100 Prototype first
- Primary fit: Design and creative
- Role: Fallback candidate

Supply profile:
- Track: Design and creative production
- Scenario: Design and creative
- Applicable agents: Claude Code, OpenAI Agents, CLI, Codex, Cursor
- Maintenance: Pushed today
- Risk: Needs review

Trust:
- Trust score: 74/100 Strong shortlist
- Audit: 78/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: Claude Code
- Claim URL: https://www.openagentskill.com/skills/kennethkhoocy-asyncopenai-concurrency-httpx-pool#claim-this-skill

Install:
npx skills add kennethkhoocy/applied-micro-skills --skill asyncopenai-concurrency-httpx-pool

URLs:
- Web: https://www.openagentskill.com/skills/kennethkhoocy-asyncopenai-concurrency-httpx-pool
- API: https://www.openagentskill.com/api/agent/skills/kennethkhoocy-asyncopenai-concurrency-httpx-pool
- Install API: https://www.openagentskill.com/api/skills/kennethkhoocy-asyncopenai-concurrency-httpx-pool/install
- Repository: https://github.com/kennethkhoocy/applied-micro-skills/tree/main/plugins/applied-micro/skills/asyncopenai-concurrency-httpx-pool