Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add marcinfinitesimal533/Claude-skills-for-Computational-Designers --skill digital-fabricationgit clone --depth 1 https://github.com/marcinfinitesimal533/Claude-skills-for-Computational-DesignersWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/marcinfinitesimal533/claude-skills-for-computational-designers/digital-fabrication)<a href="https://agentmods.dev/skills/marcinfinitesimal533/claude-skills-for-computational-designers/digital-fabrication"><img src="https://agentmods.dev/badge/skills/marcinfinitesimal533/claude-skills-for-computational-designers/digital-fabrication/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/marcinfinitesimal533/claude-skills-for-computational-designers/digital-fabrication"><img src="https://agentmods.dev/badge/skills/marcinfinitesimal533/claude-skills-for-computational-designers/digital-fabrication.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00035 | $0.13348 |
| Opus 5 | $0.00017 | $0.06674 |
| Sonnet 5 | $0.00007 | $0.02670 |
| Haiku 4.5 | $0.00003 | $0.01335 |
Grade A, and why
digital-fabrication scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to digital-fabrication — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 893 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Digital Fabrication in AEC
File-to-Factory Paradigm
Digital fabrication represents the direct translation of computational design models into physically realized building components through numerically controlled manufacturing processes. The file-to-factory paradigm eliminates the interpretive gap between designer intent and fabricator execution. Every geometric decision encoded in the digital model propagates deterministically into machine instructions, material removal paths, or deposition trajectories.
The core promise: what you model is what you build, with quantifiable tolerances at every stage.
Mass Customization vs. Mass Production
Traditional construction relies on mass production: standardized components (bricks, studs, sheets) assembled according to standardized details. This constrains architectural expression to rectangular grids and repetitive modules.
Mass customization inverts this constraint. When every component is cut by a CNC machine reading unique coordinates, the cost difference between 500 identical panels and 500 unique panels approaches zero. The machine does not care whether the next cut is the same as the last. The marginal cost of geometric variation is essentially the marginal cost of generating the fabrication data, not executing it.
Key economic thresholds:
- Laser cutting: Customization is virtually free. Nesting efficiency matters more than geometric repetition.
- CNC milling: Customization adds modest cost through increased setup and tool-change frequency.
- Robotic fabrication: Customization cost depends on end-effector changes and calibration overhead.
- Additive manufacturing: Customization is inherently free. Build time is the primary cost driver.
- Formwork: Customization is expensive for conventional formwork, cheap for CNC-milled or 3D-printed formwork.
The Design-to-Fabrication Pipeline
The digital chain from design to built reality proceeds through distinct data transformations:
- Design Model — Parametric geometry in Rhino/Grasshopper, Revit, or other BIM/CAD environment. Geometry is resolution-independent (NURBS, BReps).
- Fabrication Model — Geometry decomposed into manufacturable components with material assignments, joint definitions, tolerances, and assembly sequences. This is the critical translation step.
- Fabrication Data — Machine-specific geometry: toolpaths (CNC), robot targets (robotic), slice contours (AM), cut lines (laser). Formats: G-code, RAPID, KRL, URScript, DXF, CLI, 3MF.
- Machine Code — Post-processed instructions for a specific machine controller. Includes feed rates, spindle speeds, tool changes, safety interlocks.
- Physical Component — Material transformed by machine. Subject to fabrication tolerances.
- Assembly — Components joined on-site or in factory. Subject to assembly tolerances.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 893 lines · 35 tokens per session scan A 159bfd1db68a
digital-fabrication is a skill published in the GitHub repository marcinfinitesimal533/Claude-skills-for-Computational-Designers (2 stars, last pushed 2d ago), licensed MIT. It adds 35 tokens to every session and 13,348 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to digital-fabrication, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
digital-fabrication
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CAM — Computer-Aided Manufacturing Toolpath Reference
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nurb
Design 3D-printable parts as Python functions with nurb. Use when the user wants a part designed, changed, or checked for 3D printing (a bracket, mount, holder, enclosure, shelf, or any STL/STEP to print), and in any directory with a parts/ folder. The user describes the part and judges it in a browser; you model it.
bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pipeline: search → generate → analyze → colorize → preview → open BS → user slice → print → monitor. Supports…