Agent skill · Science · K-Dense-AI

lab-hardware-cad agent skill by K-Dense-AI

Designs custom laboratory hardware as parametric build123d models and exports STEP, STL, and DXF files for fabrication.

View on GitHub Read SKILL.md

At a glance

PublisherK-Dense-AI
RepositoryK-Dense-AI/claude-scientific-skills (177 listed skills)
CategoryScience and Research
LicenseMIT
Last commitOctober 12, 2026 (repository)
SKILL.md384 lines, 3,223 words
Bundled files13 files, including references, scripts, assets or templates
Quality score86/100 · B Passes all seven graded checks
Security scanNot scanned
README badgeGet the badges for this listing

Before you install

Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Install lab-hardware-cad

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI
npx skills add https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/skills/lab-hardware-cad
Claude Code, project-level copy
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/K-Dense-AI/claude-scientific-skills.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/lab-hardware-cad .claude/skills/
rm -rf "$tmp"
Codex installer
python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
    --repo K-Dense-AI/claude-scientific-skills \
    --path skills/lab-hardware-cad

K-Dense-AI/claude-scientific-skills is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Compatibility, from SKILL.md

CompatibilityPython 3.11-3.14 with build123d 0.13.0 and matplotlib for snapshots. Geometry commands require build123d; the standards lookup and the interface check run on the standard library alone. Network…

Sections in SKILL.md

Files in the skill folder

Suede Skill Check: 86/100 · B

Report snapshot · · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: a1043ef544e3. Report version a431dc4fdd1e. Badge URLs follow the latest listing; save the report to keep this version.

Download report · Request a fresh review

What to review next

  • Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
  • Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
  • Instruction depth: 4 of 7 points. 7 for a SKILL.md body of 500–3,000 words; 4 for 250–4,500; 1 for 100 or more.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

lab-hardware-cad passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points
CheckResult
Frontmatter parses and declares a name and a descriptionPass
Name uses lowercase letters, digits and hyphens, 64 characters or fewerPass
Name matches the skill's folder namePass
Description is between 50 and 1,024 charactersPass
Description says when an agent should use the skillPass
SKILL.md body is 500 lines or fewerPass
A license is declared in the frontmatter or the repositoryPass
Repository has a commit in the last 12 monthsPass
Score componentPoints
Structural checks56 of 56
Description length5 of 5
Boundary clause0 of 4
Example request0 of 3
Instruction depth4 of 7
Reference files3 of 3
Bundled scripts2 of 2
Recent maintenance9 of 9
Curated-list citations3 of 7
Tool permissions declared2 of 2
Compatibility declared2 of 2

Two badges for lab-hardware-cad

Suede Skill Check: 86/100Suede Skill Check: Grade B

Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer.

Markdown
[![Suede Skill Check: 86/100](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/score.svg)](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/)
[![Suede Skill Check: Grade B](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/badge.svg)](https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/)
HTML
<a href="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/"><img src="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/score.svg" alt="Suede Skill Check: 86/100" width="160" height="175"></a>
<a href="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/"><img src="https://skills.suedeai.ai/directory/k-dense-ai/claude-scientific-skills/lab-hardware-cad/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>

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Where this skill is cited

K-Dense-AI/claude-scientific-skills appears in 2 curated lists: BehiSecc/awesome-claude-skills, travisvn/awesome-claude-skills.

All science and research skills

More from K-Dense-AI/claude-scientific-skills

All 177 skills in K-Dense-AI/claude-scientific-skills