{"slug":"yaojingang-tokhub","name":"TokHub","description":"A comprehensive monitoring, recommendation, and OpenAI-compatible gateway system for AI API endpoints with layered probing, health scoring, and self-hosted deployment.","long_description":"# TokHub\n\nTokHub 是面向 AI API 中转站的开源监控、推荐运营与 OpenAI 兼容专属网关系统。它把公开状态页、供应商排行、用户工作区、平台管理后台、分层探测、用量计量、告警审计、密钥加密和 Docker 自托管部署放在同一个系统里，适合用来搭建 AI API 服务导航、可用性监控平台、企业内部专属网关或多上游容灾入口。\n\nEnglish: [README.en.md](docs/README.en.md)\n\n## 它解决什么问题\n\nAI API 中转站、模型服务商和企业自建上游通常会遇到几类问题：\n\n- 公开页面只能展示“可用”或“不可用”，但不知道是 DNS、TLS、鉴权、模型列表还是生成链路出了问题。\n- 用户有自己的私有 Key 和上游地址，却缺少统一的健康监控、配额、网关和审计。\n- 平台推荐页依赖人工整理，缺少可复用的榜单规则、推荐位、点击统计和公开 Open API。\n- 企业想用一个 OpenAI 兼容入口接入多个上游，但需要按延迟、成功率、成本做路由，并记录每次请求的用量和费用。\n- 自托管部署不应只给源码，还需要生产预检、备份恢复、无演示数据检查、安全扫描和发布门禁。\n\nTokHub 的目标是把这些能力做成一个可运行、可部署、可二次开发的开源基础系统。\n\n## 核心能力\n\n### 公开监控和推荐前台\n\n- 公开首页、通道列表、通道详情、供应商排行和精选推荐。\n- 支持按品牌、模型、状态、价格、延迟、成功率等维度组织展示。\n- 前台推荐页由后台配置驱动，支持精选位、新人福利、场景推荐和多套榜单规则。\n- 提供 `/api/public/*` 公开数据接口和 `/v1/status/*` 第三方只读 Open API。\n- 支持生成独立通道站点资产，便于把公开监控和推荐能力拆给不同站点使用。\n\n### 用户工作区\n\n- 用户可以收藏公开通道，也可以创建自己的私有通道。\n- 私有通道支持 Endpoint、模型、额度、状态、立即探测和连接测试。\n- 用户工作区包含专属网关、Gateway Key、成员、用量、告警、事件和审计。\n- 工作区数据按组织隔离，普通用户不能访问平台后台和其它工作区资源。\n\n### 平台管理后台\n\n- 管理平台通道、私有通道、用户、组织、成员、Gateway Key、Open API 站点和推荐运营配置。\n- 支持通道 CSV 导入导出、通道同步、批量启停、批量删除和二次密码验证。\n- 支持全局用量报表、请求事件、成本估算、审计导出和治理概览。\n- 支持站点配置、前台文案、模型目录和价格配置的后台维护。\n\n### OpenAI 兼容专属网关\n\n- 对外暴露 `/gateway/v1/*`，兼容 OpenAI 风格的 Models 和 Chat Completions 调用。\n- 每个网关可以绑定多个平台上游或用户私有上游。\n- Gateway Key 支持 QPS、月配额、状态管理、撤销、删除和一次性明文展示。\n- 兼容非流式和流式响应，记录请求模型、上游通道、状态码、Token、延迟、成本和错误类型。\n\n## 探测和健康算法\n\nTokHub 把通道健康拆成三层，不把“接口能连上”和“模型真的能生成”混为一谈。\n\n### L1 连通性探测\n\nL1 负责基础网络链路：\n\n- 解析 Endpoint URL。\n- DNS 解析目标主机。\n- 建立 TCP 连接。\n- 对 HTTPS 目标执行 TLS 握手，并记录证书过期时间。\n- 发起 HTTP HEAD 请求，判断入口是否可达。\n\nL1 能定位 `dns_failed`、`tcp_failed`、`tls_failed`、`http` 层错误和坏 Endpoint。\n\n### L2 模型可用性探测\n\nL2 调用上游 `/models`，验证：\n\n- API Key 是否有效。\n- 上游是否返回可解析的模型列表。\n- 当前配置的模型是否存在或可用。\n- 部分供应商可按 provider profile 跳过模型列表探测。\n\nL2 会把 401、403 识别为 `auth_error`，把模型缺失识别为 `model_not_found`。\n\n### L3 真实生成探测\n\nL3 发起最小 Chat Completions 请求，提示词要求模型只返回固定内容，用来验证真实推理链路：\n\n- 记录总延迟、首 Token 估算、HTTP 状态、Token 用量和成本。\n- 校验生成内容是否符合预期，避免“HTTP 成功但模型没有正常生成”的假阳性。\n- 对慢响应、限流、空内容、鉴权失败和模型不可用分别归类。\n\n### 状态合成\n\n系统会把 L1、L2、L3 的结果合成通道状态：\n\n- `healthy`：网络、模型和生成链路正常。","tagline":"AI API 中转站监控、推荐运营与 OpenAI 兼容专属网关系统，支持分层探测、健康评分、用量计量、告警审计和 Docker 自托管。","category":"development","tags":["monitoring","api-gateway","openai-compatible","health-checks","docker"],"author":"yaojingang","verified":true,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"yaojingang/TokHub","creatorName":"yaojingang","creatorUrl":"https://github.com/yaojingang","sourceUrl":"https://github.com/yaojingang/TokHub","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/yaojingang-tokhub#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use TokHub in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 89/100 Needs review","Safety: 61/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"yaojingang-tokhub (TokHub)","install_command":"npx skills add yaojingang/TokHub","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"yaojingang-tokhub","task":"Use TokHub in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/yaojingang-tokhub","api":"https://www.openagentskill.com/api/agent/skills/yaojingang-tokhub","audit":"https://www.openagentskill.com/skills/yaojingang-tokhub/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=yaojingang-tokhub&task=Use%20TokHub%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20TokHub%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20TokHub%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/yaojingang-tokhub/install","manifest":"https://www.openagentskill.com/api/registry/manifest/yaojingang-tokhub"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"data-analysis","title":"Data analysis"},{"slug":"local-desktop","title":"Local desktop"}]},"applicableAgents":["OpenAI Agents","CLI","Codex","Claude Code","Cursor"],"install":{"ready":true,"command":"npx skills add yaojingang/TokHub","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":185,"starsLabel":"185","forks":20,"license":"Apache-2.0","qualityScore":95,"trustScore":82,"auditScore":89},"maintenance":{"status":"fresh","label":"21d since push","daysSincePush":21,"lastPushedAt":"2026-07-13T02:55:17+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 185 stars, 20 forks; issue activity unavailable in current metadata","Dependency/runtime risk: credential or environment access, external package install surface"]},"coverageTags":["Coding","Coding agents","development","monitoring","api-gateway","openai-compatible","health-checks","docker"]},"audit":{"audit_score":89,"risk_level":"needs_review","risk_label":"Needs review","quality_score":95,"trust_score":82,"maintenance_score":100,"security_score":81,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 185 stars, 20 forks; issue activity unavailable in current metadata","Dependency/runtime risk: credential or environment access, external package install surface","Permission surface: secrets or environment access, filesystem or document access"]},"quality_signals":{"model":"v1","star_score":15.89,"usage_score":0,"review_score":12.75,"metadata_score":15,"freshness_score":15},"platforms":["TypeScript","OpenAI Agents"],"use_cases":[{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"}],"stacks":[{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"}],"install":"npx skills add yaojingang/TokHub","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add yaojingang/TokHub","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"TokHub\" agent skill from https://github.com/yaojingang/TokHub. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A comprehensive monitoring, recommendation, and OpenAI-compatible gateway system for AI API endpoints with layered probing, health scoring, and self-hosted deployment.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"TokHub\" as a Claude Code skill from https://github.com/yaojingang/TokHub. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A comprehensive monitoring, recommendation, and OpenAI-compatible gateway system for AI API endpoints with layered probing, health scoring, and self-hosted deployment.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"TokHub\" from https://github.com/yaojingang/TokHub into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A comprehensive monitoring, recommendation, and OpenAI-compatible gateway system for AI API endpoints with layered probing, health scoring, and self-hosted deployment.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/yaojingang/TokHub","github_repo":"yaojingang/TokHub","version":"1.0.0","license":"Apache-2.0","urls":{"web":"https://www.openagentskill.com/skills/yaojingang-tokhub","repository":"https://github.com/yaojingang/TokHub","api":"/api/agent/skills/yaojingang-tokhub","install_api":"/api/skills/yaojingang-tokhub/install"},"meta":{"created_at":"2026-07-08T15:36:09.386851+00:00","updated_at":"2026-07-19T03:01:39.881056+00:00","agent_friendly":true}}