A networked-systems result is a function of topology, traffic, timing, and code — and three of those four are absent from the PDF unless deliberately recorded. NSDI rewards the discipline institutionally: artifact badges after acceptance and a Community Award for the best paper whose code and/or dataset is public by the final-papers deadline. But the work happens during the experiments, not after the decision email.
Nsdi Reproducibility 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/nsdi-reproducibility/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when making an NSDI paper's results reconstructible — capturing testbed topology, trace provenance, and configuration while experiments run, planning which datasets can ship publicly, and keeping the paper and artifact from drifting apart so badge evaluation and the Community Award stay reachable.
The Nsdi Reproducibility 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).
mkdir -p ~/.claude/skills/nsdi-reproducibility curl -L https://claudskills.com/skills/nsdi-reproducibility/SKILL.md \ -o ~/.claude/skills/nsdi-reproducibility/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/nsdi-reproducibility/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/nsdi-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\nsdi-reproducibility\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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 →
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.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/nsdi-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.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. Nsdi Reproducibility 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/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{nsdi-reproducibility-2026,
author = {brycewang-stanford},
title = {Nsdi Reproducibility [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/nsdi-reproducibility/}
}Grade A · scanned 2026-07-31 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.