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ClaudSkills / Science & Research / math-stats

Time Series

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
Time series analysis and forecasting methods from classical statistics to foundation models. Reference when decomposing temporal patterns, selecting forecasting models, handling seasonality, evaluating forecast accuracy, or deciding between classical and modern approaches. Use when the data has a temporal dimension and the goal is understanding or predicting trends.
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From the source SKILL.md

Time series data is ordered by time, and that ordering is the signal. Unlike tabular ML where rows are exchangeable, the position of each observation carries information about trend, cycles, and seasonality. Respecting temporal structure in every stage — decomposition, modeling, and evaluation — is the single most important discipline in this domain.

What this skill does

Time Series is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/time-series/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the data has a temporal dimension and the goal is understanding or predicting trends.

Who uses this skill

The Time Series Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 168,000+ 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/time-series
curl -L https://claudskills.com/skills/time-series/SKILL.md \
  -o ~/.claude/skills/time-series/SKILL.md

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

Skills live at ~/.claude/skills/time-series/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\time-series\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 Time Series Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/time-series/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Time Series skill do?
Time series analysis and forecasting methods from classical statistics to foundation models. Reference when decomposing temporal patterns, selecting forecasting models, handling seasonality, evaluating forecast accuracy, or deciding between classical and modern approaches. Use when the data has a temporal dimension and the goal is understanding or predicting trends.
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 Time Series skill?
Use Time Series when your Claude Code task falls under the Science & Research category — specifically in the math stats 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 Time Series" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Time Series 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. Time Series is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research 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
npbuilds. (2026). Time Series [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/time-series/
BibTeX
@misc{time-series-2026,
  author    = {npbuilds},
  title     = {Time Series [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/time-series/}
}

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Grade A · scanned 2026-07-31 — free static scan against the OWASP Agentic Skills Top 10.

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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