claude

ai-agent-architecture

五个按任务选用的 skill:聊天 API 接入、媒体 API 接入、Agent 运行时、供应商配置、AI 用量与成本核算

0 on GitHubby Joycaiv4.0.8updated 7 days agoengineering
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Plugin ai-agent-architecture from marketplace joycai-agent-skill in Joycai/Joycai-agent-skill. Commands read from the repo's manifest — 6 days ago.

What it installs

Skills (5)

  • agent-runtime-architecture

    Design, implement, or review agent runtimes: tool-loop lifecycle, cancellation and recovery, execution permissions, approval queues, delegation, context compaction, and session persistence. Use for stuck approvals, missing subagent results, or broken session state. Endpoint wire formats belong to ll

  • ai-media-api-integration

    Integrate or debug image, video, and speech-transcription APIs: request formats, uploads, async jobs, polling, cancellation, downloads, and timestamps. Use for API engineering, not media creation with existing tools. version: "1.1.9" updated: "2026-11-06

  • ai-usage-accounting

    Design or review usage metering and cost accounting for LLM, image, and video APIs: normalized usage, price snapshots, reported costs, async settlement, and usage dashboards. Use for cost tracking and reconciliation, not subscription payments, invoicing, or collecting money from customers. version:

  • llm-api-integration

    Design, implement, audit, or debug conversational LLM API integrations and check platform × protocol × model compatibility. Use for request/response formats, streaming, reasoning, structured output, tools, and endpoint failures. Media generation and transcription APIs use ai-media-api-integration; m

  • llm-provider-config

    Design or migrate LLM provider configuration: credentials, endpoints, protocol routes, model settings, and capability profiles. Use for multi-protocol credentials, per-route settings, duplicate-provider merging, or configuration UI. Protocol wire behavior and actual vendor capabilities belong to the

View source on GitHub

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标准化的需求实现 / bug 修复流程:定位范围、设计文档、UI 稿、执行计划、分片提交、子代理 review、开 PR

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