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Micro Reproducibility

Category: Growth & Marketing  ·  Sub-category: conversion  ·  Last updated:
Use when hardening a MICRO paper's results for re-derivation — pinning simulator commits and configs, recording workload trace provenance and SimPoint recipes, versioning power/area models, capturing RTL toolchain state, and writing the run manifests that later survive MICRO's post-acceptance artifact evaluation.
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From the source SKILL.md

In microarchitecture research the "experiment" is usually a software artifact pretending to be hardware. That makes results perfectly reproducible in principle — and silently unreproducible in practice, because a simulator commit, a config diff, or a trace-generation flag changed between the headline run and the camera-ready. This skill installs the record-keeping that prevents that.

What this skill does

Micro Reproducibility is a community-contributed Claude Code skill in the conversion sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/micro-reproducibility/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when hardening a MICRO paper's results for re-derivation — pinning simulator commits and configs, recording workload trace provenance and SimPoint recipes, versioning power/area models, capturing RTL toolchain state, and writing the run manifests that later survive MICRO's post-acceptance artifact evaluation.

Who uses this skill

The Micro Reproducibility Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. 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/micro-reproducibility
curl -L https://claudskills.com/skills/micro-reproducibility/SKILL.md \
  -o ~/.claude/skills/micro-reproducibility/SKILL.md

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

Skills live at ~/.claude/skills/micro-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\micro-reproducibility\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 Micro Reproducibility Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/micro-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Micro Reproducibility skill do?
Use when hardening a MICRO paper's results for re-derivation — pinning simulator commits and configs, recording workload trace provenance and SimPoint recipes, versioning power/area models, capturing RTL toolchain state, and writing the run manifests that later survive MICRO's post-acceptance artifact evaluation.
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 Micro Reproducibility skill?
Use Micro Reproducibility when your Claude Code task falls under the Growth & Marketing category — specifically in the conversion 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 Micro Reproducibility" or describe the task and let Claude pick). Browse related skills at /category/growth/.
What is a Claude Code skill and how does the Micro Reproducibility 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. Micro Reproducibility is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing 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). Micro Reproducibility [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/micro-reproducibility/
BibTeX
@misc{micro-reproducibility-2026,
  author    = {brycewang-stanford},
  title     = {Micro Reproducibility [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/micro-reproducibility/}
}

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