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Sensys Artifact Evaluation

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:review
Use when packaging a SenSys artifact for the Artifact Evaluation Committee — choosing which of the three ACM badges (Available, Functional, Reproduced) to pursue, building a hardware-optional evaluation path for reviewers without your testbed, documenting energy and hardware provenance, and passing the smoke run that proves functionality.
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From the source SKILL.md

SenSys awards three independent ACM badges through an Artifact Evaluation Committee: Artifacts Available, Artifacts Evaluated — Functional, and Results Reproduced. They are independent — you may pursue one, two, or all three — and awarded badges are printed on the paper and recorded in the ACM DL. The hard part at SenSys is that your evidence is physical: an evaluator usually does not have your motes, your harvester, or your deployment, so the artifact must be built to be judged without them.

What this skill does

Sensys Artifact Evaluation 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/sensys-artifact-evaluation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when packaging a SenSys artifact for the Artifact Evaluation Committee — choosing which of the three ACM badges (Available, Functional, Reproduced) to pursue, building a hardware-optional evaluation path for reviewers without your testbed, documenting energy and hardware provenance, and passing the smoke run that proves functionality.

Who uses this skill

The Sensys Artifact Evaluation 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/sensys-artifact-evaluation
curl -L https://claudskills.com/skills/sensys-artifact-evaluation/SKILL.md \
  -o ~/.claude/skills/sensys-artifact-evaluation/SKILL.md

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

Skills live at ~/.claude/skills/sensys-artifact-evaluation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\sensys-artifact-evaluation\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 Sensys Artifact Evaluation Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/sensys-artifact-evaluation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Sensys Artifact Evaluation skill do?
Use when packaging a SenSys artifact for the Artifact Evaluation Committee — choosing which of the three ACM badges (Available, Functional, Reproduced) to pursue, building a hardware-optional evaluation path for reviewers without your testbed, documenting energy and hardware provenance, and passing the smoke run that proves functionality.
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 Sensys Artifact Evaluation skill?
Use Sensys Artifact Evaluation 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 Sensys Artifact Evaluation" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Sensys Artifact Evaluation 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. Sensys Artifact Evaluation 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
brycewang-stanford. (2026). Sensys Artifact Evaluation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/sensys-artifact-evaluation/
BibTeX
@misc{sensys-artifact-evaluation-2026,
  author    = {brycewang-stanford},
  title     = {Sensys Artifact Evaluation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/sensys-artifact-evaluation/}
}

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Security scan

Grade A · scanned 2026-09-28 — 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.

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