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train_csi1000

Category: General  ·  Sub-category: general-misc  ·  Last updated:
CSI1000 训练+预测流水线。使用 daily_pv_csi1000.h5，默认提取 csi_1000.md(7 个独立有效因子)+Alpha158(158) = 165 特征；可选 practice_factor.md(42 个实践因子)+Alpha158(158) = 200 特征。执行 walk-forward LightGBM 训练和预测。
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From the source SKILL.md

运行 CSI1000 的完整 train+predict 流水线： - H5 数据: rdagent_workspace/factor_data_template/daily_pv_csi1000.h5 - 模型: LightGBM (walk-forward, 5 folds)

What this skill does

train_csi1000 is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/train-csi1000/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The train_csi1000 Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/train-csi1000
curl -L https://claudskills.com/skills/train-csi1000/SKILL.md \
  -o ~/.claude/skills/train-csi1000/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/train-csi1000/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/train-csi1000/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\train-csi1000\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the train_csi1000 Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/train-csi1000/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the train_csi1000 skill do?
CSI1000 训练+预测流水线。使用 daily_pv_csi1000.h5，默认提取 csi_1000.md(7 个独立有效因子)+Alpha158(158) = 165 特征；可选 practice_factor.md(42 个实践因子)+Alpha158(158) = 200 特征。执行 walk-forward LightGBM 训练和预测。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the train_csi1000 skill?
Use train_csi1000 when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use train_csi1000" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the train_csi1000 skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. train_csi1000 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
freenowill. (2026). train_csi1000 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/train-csi1000/
BibTeX
@misc{train-csi1000-2026,
  author    = {freenowill},
  title     = {train_csi1000 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/train-csi1000/}
}

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Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

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