Privora · A股/港股/黄金/基金 多资产 量化分析 · 量化回测 · 模拟盘 · 实时告警 · 风险监控 · Python 策略 · AI Agent
Privora · AI Agent 投资工作流平台 — Bearer Token 即接入 /agent/skills/execute 通用 dispatcher,覆盖 A 股/港股/美股/黄金/基金/财报数据 + Python 回测(含 sandbox)+ 模拟交易 + 组合归因(α/β TWR)+ 云端告警 + 流程编排。Hermes / Claude / GPT / OpenClaw 全兼容。
Rank
62
Safety
84
Downloads
4.0k
Updated
Oct 9, 2026
Version
1.0.57
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 4K downloads reported by the source. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Clawhubvendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Adoption signal
- 4K downloadsadoption · observed Oct 9, 2026
- Latest release
- 1.0.57release · observed Sep 21, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
clawhub skill install s176cdswsdgj9mhn1fnmzjqmqn83x50d:privora-cn-quant- Install using `clawhub skill install s176cdswsdgj9mhn1fnmzjqmqn83x50d:privora-cn-quant` in an isolated environment before connecting it to live workloads.
- No published capability contract is available yet, so validate auth and request/response behavior manually.
- Review the upstream CLAWHUB listing at https://clawhub.ai/guangfuwu/privora-cn-quant before using production credentials.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-guangfuwu-privora-cn-quant/snapshot"
Documentation
CLAWHUB
160,000 characters of source documentation, loaded on request.
Extracted files
3 files captured from the source.
SKILL.md
---
name: Privora · 数据驱动投资工作流平台 for AI Agents
title: 🔬 Privora · AI Agent 投资工作流平台(A股/港股/美股/黄金/基金/财报数据 + Python 回测 + 模拟交易 + 组合归因 + 云端告警 + 流程编排)
version: 1.0.57
updatedAt: 2026-09-18
keywords:
- A股
- 港股
- 美股
- 基金
- 黄金
- 财报数据
- 业绩预告
- 现金分红
- 分钟K线
- K线
- 实时行情
- 量化回测
- 策略沙盒
- Python回测
- A股模拟盘
- 模拟交易
- 持仓监控
- 组合归因
- 净值曲线
- AI Agent
- MCP
- MCP Server
- Claude Code
- Codex
- Cursor
- 数据后端
- 股票
- 告警
- 数据新鲜度
description: Privora · AI Agent 投资工作流平台 — Bearer Token 即接入 /agent/skills/execute 通用 dispatcher,覆盖 A 股/港股/美股/黄金/基金/财报数据 + Python 回测(含 sandbox)+ 模拟交易 + 组合归因(α/β TWR)+ 云端告警 + 流程编排。Hermes / Claude / GPT / OpenClaw 全兼容。
license: MIT-0
metadata:
{
"openclaw": {
"emoji": "📈",
"requires": {
"env": ["LG_AGENT_BASE_URL", "LG_AGENT_TOKEN"]
}
}
}
---
# Privora · AI Agent 投资工作流平台(Bearer Token 即接入 · A股/港股/美股/黄金/基金 数据 + 回测 + 模拟交易 + 告警 + 流程编排)
**给你的 AI Agent 一个统一的投资研究工作流后端 —— 数据查询 + 策略回测 + 组合归因 + 云端告警 + 流程编排一个 Token 全覆盖。**
Hermes / Claude / GPT / OpenClaw 任何 Agent,通过一个 Bearer Token 即可访问:
- 📊 **多资产数据(按市场段分别发布,均 🟢 生产可用)**:**日线** A 股 5500+ 股票(`stock_day`,含沪深300 / 上证综指 / 中证A500 / 深证成指 4 主要指数)+ 港股(`stock_day_hk`,如 `00700.HK`)+ 美股(`stock_day_us`,如 `AAPL`);**分钟 K 线** A 股(`stock_kline`)+ 港股(`stock_kline_hk`),1/5/15/30/60 分钟;**持仓**、**黄金**、**基金**、**财报事件**(业绩预告 / 快报)——一个 API 全覆盖,详见下方「数据资产可用性」表。场内基金(ETF/LOF)日线(`fund_quote_day`)+ 分钟 K 线(`fund_kline`)表已就绪(🟡 尚未开放跨团队订阅,见下方表格)。
- 🔔 **7×24 云端监控**:Serverless 策略托管,飞书 / 微信毫秒级预警,零服务器运维
- 🧪 **Python 策略回测**:用同一份平台数据跑回测,输出 Sharpe / 最大回撤 / 交易明细
- 🔒 **加密静态、认证边界返明文**:持仓数据在数据库中以 per-account 独立密钥密文存储(防 DB 层泄露 + 平台 admin 跨账户读取);**持有你 Bearer Token 的 Agent 通过 API 认证后,平台按调用者身份解密并返回明文** —— 这不是 E2E 加密,Token 授权即数据访问权。
- 🎯 **1-click subscribe→alert**:Agent 帮用户从"订阅 dashboard"到"配置 alert 上线"降到 1 step (2026-06-05 新增)
- 🧾 **模拟交易 (Paper Trading)**:MARKET / LIMIT 委托类型 + 调度器驱动 + 真实涨跌停 / 停牌信号,账户 + 订单 DB-level 幂等。
> **让普通人也能拥有私募级别的工作流**——不需要私募的预算,就能像私募研究员一样在同一条流水线里跑数据 + 分析 + Agent + 告警。
🆕 **版本与变更历史**:当前版本号以文件头 frontmatter 的 `version:` 字段为准,正文不重复这个数字;每次发布的完整变更说明见仓库内 [`CHANGELOG.md`](./CHANGELOG.md),随包分发的历史摘要见文末 [§最近更新](#最近更新)。
🎯 **最适合**:想把整个投研工作流(数据查询 + 回测 + 模拟交易 + 告警 + 流程编排)交给 AI Agent 自动化的散户 / 小工作室;把 Hermes / Claude / GPT / OpenClaw 当量化助手用的开发者。**注意**:Bearer Token 是"工作流授权凭证",不只是"数据 API key" —— 授予前先按 [§Scope](#scope--operator-responsibility) 分类明白**要给 Agent 哪些能力**。
🌐 **产品主页**:[https://privora.cn](https://privora.cn) · 注册即拿 Token

---
## 🌟 核心亮点
### 1. 🤖 兼容所有主流通用 AI Agent
打破生态壁垒,本技能不仅专供某一平台,而是**完美兼容 Hermes、OpenClaw、Claude Code、GitHub Copilot 等所有支持外挂工具/技能的通用大模型 Agent**。只需简单配置环境变量,您的通用 AI 助手瞬间化身专业量化分析师。
#### 🔌 用 MCP 客户端?有原生通道,两条并存
如果你的 Agent 是 **Codex CLI / Claude Code / Cursor / Windsurf / Cline**,除了本包的环境变量 + 脚本方式,还有一个**原生 MCP** 通道:一个 stdio MCP server,把同一个 dispatcher 直接暴露成 `tools/list` / `tools/call` 工具,你的 Agent 不必再学 shell 脚本的调用形状。
**两条通道并_meta.json
{
"ownerId": "kn74934h6ss8z6cng1bphdygvs83xrs8",
"slug": "privora-cn-quant",
"version": "1.0.57",
"publishedAt": 1789982882096
}skill-card.md
## Description: Privora connects AI agents to a bearer-token investment workflow platform for A-share, Hong Kong, U.S., gold, fund, and financial-event data, plus Python backtesting, paper trading, portfolio attribution, cloud alerts, and workflow orchestration. This skill is ready for commercial/non-commercial use. ## Publisher: [guangfuwu](https://clawhub.ai/user/guangfuwu) ### License/Terms of Use: MIT-0 ## Use Case: External users, developers, and AI-agent operators use this skill to query market and portfolio data, run quantitative analysis and backtests, manage simulated trading workflows, and configure alerts through a Privora-issued bearer token. ### Deployment Geography for Use: Global ## Known Risks and Mitigations: Risk: The skill can give an agent broad Privora platform authority, including persistent remote changes. Mitigation: Install it with a dedicated least-privilege Privora token, start with read-only scopes, and add write scopes only for a specific workflow. Risk: Some scheduler, dependency, and plugin operations can replace persistent state and may not have enforced confirmation. Mitigation: List current scheduler dependencies and plugin bindings first, then submit the complete intended state after operator review. Risk: A bearer token grants access to the data and capabilities in its scopes, including sensitive portfolio data when those scopes are granted. Mitigation: Treat the token as a secret, avoid giving it to untrusted agents, rotate it after exposure, and avoid wildcard or unrelated scopes. Risk: Analysis, backtest, alert, and simulated-trading outputs can be incomplete, stale, or misleading if used without review. Mitigation: Verify data freshness, strategy assumptions, and scope of results before acting; do not treat outputs as investment advice or live trading instructions. ## Reference(s): - [ClawHub Skill Page](https://clawhub.ai/guangfuwu/skills/privora-cn-quant) - [Privora Product Homepage](https://privora.cn) - [Privora Data Coverage](https://privora.cn/features/realtime-minute-data-coverage) - [Privora Token Management](https://privora.cn/profile/tokens) - [Privora Marketplace](https://privora.cn/marketplace) ## Skill Output: **Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance] **Output Format:** [Markdown guidance with shell command examples and JSON API responses] **Output Parameters:** [1D] **Other Properties Related to Output:** [Requires LG_AGENT_BASE_URL and LG_AGENT_TOKEN; available actions depend on the scopes granted to the Privora bearer token.] ## Skill Version(s): 1.0.57 (source: server release metadata and SKILL.md frontmatter) ## Ethical Considerations: Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
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"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/guangfuwu/skills/privora-cn-quant",
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{
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"events": [
{
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"description": "## v1.0.57 · 2026-09-18 Host-consent MCP tool annotations + honesty pass on the confirm-handshake wording (#1462 ① route — ClawHub had flagged v1.0.56 `suspicious` for \"agent can complete destructive workflow/scheduler operations without independent human approval\"). - **MCP server (`mcp-server/`) now discloses a risk signal to the host it never gave it before.** Every tool in `tools/list` carries an `annotations` object (`readOnlyHint:true` on the 10 read-only tools; `destructiveHint:true` on the new dispatcher below). A new tool, `execute_confirm_required_skill`, is restricted — via a live per-call catalog lookup, never a static list — to the ~20 `confirmRequired:true` skills (the same destructive/high-risk set this package's own two-step approval handshake already gates); `execute_skill` now refuses those skillIds client-side and points the caller at the new tool instead. **These annotations are a disclosure, not a security boundary** — a host is free to ignore them, exactly like this package's own packaging-time skill allowlist; the actual, unbypassable authorization check has always been and remains the server-side scope check. `mcp-server`'s `tools/list` is now 12 tools, not 11 — see `mcp-server/README.md` and `mcp-server/CHANGELOG.md` (`0.1.2`). - **Corrected an over-strong claim in a live, machine-readable API field, not just prose**: the token-mode 409's `next` field used to read `'human-approves-then-resend-see-nextAction'`. It does not — `AgentApprovalService. selfConfirm()` sets `approver_user` to the SAME identity as the requester; the two-step handshake this package documents can be, and normally is, completed by the same agent that triggered it. Now reads `'self-confirm-or-await-admin-then-resend'`. The §高风险操作确认握手 409 example in this file is updated to match. - **《🛡️ Scope 与操作者责任》一节补上同一句逐字遵从的魔鬼在细节里:**“平台强制两步确认握手” 指的是“强制两步”,不是“强制两个主体”——补上一句明确说明:这道门防的是单次误触,不是 他人审批;要真正的人工把关,只有两条路:不授予这些 scope,或走平台 UI 由管理员 approve/reject。 - 无行为变化:本包自己的 REST/shell 调用链路不受影响,上述两条都是 MCP 新增能力 + 文档误差修正。",
"href": "https://clawhub.ai/guangfuwu/privora-cn-quant",
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"sourceType": "release",
"confidence": "medium",
"observedAt": "2026-09-21T09:28:02.096Z",
"isPublic": true
}
]
}Record generated Oct 9, 2026.
