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Soda Experiments

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
Use when deciding whether and how experiments belong in a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA's scope includes experimental validation but theorems carry the decision, so this skill designs supporting numerics honestly and routes implementation-led work to co-located ALENEX or to SEA.
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From the source SKILL.md

SODA's stated scope covers the design and analysis of efficient algorithms and data structures, "including theoretical analysis and experimental validation" (SIAM SODA conference pages, checked 2026-07-08) — but the reviewing center of gravity is the theorem. Experiments at SODA are admissible evidence, never the verdict. Meanwhile the same registration desk in Philadelphia hosts ALENEX, the SIAM Symposium on Algorithm Engineering and Experiments, where experiments are the verdict (ALENEX 2027: January 24-25, 2027, submissions due July 20, 2026, with formal artifact evaluation). The first…

What this skill does

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

When to invoke it: Use when deciding whether and how experiments belong in a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA's scope includes experimental validation but theorems carry the decision, so this skill designs supporting numerics honestly and routes implementation-led work to co-located ALENEX or to SEA.

Who uses this skill

The Soda Experiments 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/soda-experiments
curl -L https://claudskills.com/skills/soda-experiments/SKILL.md \
  -o ~/.claude/skills/soda-experiments/SKILL.md

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

Skills live at ~/.claude/skills/soda-experiments/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\soda-experiments\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 Soda Experiments Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/soda-experiments/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Soda Experiments skill do?
Use when deciding whether and how experiments belong in a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper — SODA's scope includes experimental validation but theorems carry the decision, so this skill designs supporting numerics honestly and routes implementation-led work to co-located ALENEX or to SEA.
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 Soda Experiments skill?
Use Soda Experiments when your Claude Code task falls under the Science & Research category — specifically in the science 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 Soda Experiments" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Soda Experiments 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. Soda Experiments 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
brycewang-stanford. (2026). Soda Experiments [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/soda-experiments/
BibTeX
@misc{soda-experiments-2026,
  author    = {brycewang-stanford},
  title     = {Soda Experiments [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/soda-experiments/}
}

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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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