Pandaai Factor Online

Set up pandaai-cli, log in to PandaAI, and mine, backtest, and iterate quantitative factors on the platform. Use when an agent needs to onboard a user to the PandaAI factor competition, install or log in to pandaai-cli, look up available fields and operators, write or debug factor formulas, run and batch factor analyses, or interpret IC / group-return / turnover results on portable agent platforms such as Claude Code, Cursor, OpenClaw, or Codex-style skill systems.

20 stars 2 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add quantskills/skill-pandaai-factor-online --skill pandaai-factor-online

Manual install

git clone --depth 1 https://github.com/quantskills/skill-pandaai-factor-online.git /tmp/skill-pandaai-factor-online
mkdir -p ~/.claude/skills
cp -r /tmp/skill-pandaai-factor-online/. ~/.claude/skills/pandaai-factor-online

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

```json qsh-form
{
  "version": 1,
  "task": {
    "placeholder": "例如：帮我挖一批 5 日调仓、低换手的反转类因子，并按扣除成本后的多头超额排序",
    "required": true
  },
  "fields": [
    {
      "key": "stage",
      "type": "select",
      "label": "阶段",
      "options": [
        { "value": "onboarding", "label": "上手：环境体检与登录" },
        { "value": "probe", "label": "试探：短区间广撒网" },
        { "value": "full", "label": "全区间：只跑幸存者" },
        { "value": "falsify", "label": "证伪：变体与分年拆解" },
        { "value": "oos", "label": "样本外：预留区间重建" },
        { "value": "review", "label": "复盘：相关性与换手成本" },
        { "value": "competition", "label": "进阶：比赛规则代理评估" }
      ]
    },
    { "key": "start_date", "type": "date", "label": "回测开始日期" },
    { "key": "end_date", "type": "date", "label": "回测结束日期（先按服务端实际上限）" },
    { "key": "cycle", "type": "number", "label": "调仓周期（1-10 个交易日）" },
    { "key": "group_number", "type": "number", "label": "收益分组数（2-10，默认推荐 10）" },
    { "key": "round_trip", "type": "number", "label": "单边交易成本（小数，如 0.003）" }
  ],
  "prompt_template": "任务：{{task}}\n阶段：{{stage}}\n回测区间：{{start_date}} 至 {{end_date}}（先按服务端实际上限）\n调仓周期：{{cycle}} 日\n分组数：{{group_number}}（默认推荐 10）\n单边成本：{{round_trip}}\n附件：{{#attachments}}\n\n先检查 CLI 版本，再用短区间探测服务端回测上限；按 SKILL.md 流程执行，并按用户选择的目标排序候选。"
}
```

# PandaAI Factor Online

Everything needed to go from a bare machine to a running factor analysis on PandaAI, then to iterate
without wasting compute credits.

中文版见 [SKILL.zh-CN.md](SKILL.zh-CN.md)。

## Core Workflow

Read the full skill on GitHub

Details

Skill name: pandaai-factor-online
Repository: quantskills/skill-pandaai-factor-online
License: GPL-3.0
Repo updated: 1 September 2026

FAQ

What does the Pandaai Factor Online skill do?

How do I install the Pandaai Factor Online skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add quantskills/skill-pandaai-factor-online --skill pandaai-factor-online. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Pandaai Factor Online popular?

It lives in quantskills/skill-pandaai-factor-online, which has 20 GitHub stars and 2 forks.

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