design-reference

A research workflow for finding comparable parametric CAD designs and authoritative technical specifications online.

In plain words
What is it for?
Recording source URLs, revisions, licenses, and evidence while researching shape patterns, mechanisms, feature order, and design requirements for CAD work.
Why use it?
It separates useful construction ideas from reliable facts about dimensions, ratings, and other design constraints.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/autonomous-ai/autonomous-workshop/design-reference
Any agent
npx skills add autonomous-ai/autonomous-workshop --skill design-reference
Clone the repo
git clone --depth 1 https://github.com/autonomous-ai/autonomous-workshop

Made for: Claude Code, Codex.

Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 903 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00066 $0.00903
Opus 5 $0.00033 $0.00451
Sonnet 5 $0.00013 $0.00181
Haiku 4.5 $0.00007 $0.00090

Measured 2d ago against content hash cb00f5f7064a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

design-reference 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 2d 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.

src/workshop/make/skills/design-reference/SKILL.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Design references

Research the Internet before selecting a construction design. Use authoritative sources for specifications and licensed analogous designs for construction patterns; never replace the user's reference image, dimensions or requested exterior with the nearest-looking result.

Boundary

  • Use this skill for shape archetypes, feature ordering, parametric CAD idioms, mechanism construction examples, and sourced design constraints.
  • Use manufacturer documentation, standards, or an official technical source for numerical specifications. A third-party analogous model is not authority for the user's dimensions, ratings or scale.
  • Use step-parts for a bought motor, bearing, fastener, board, connector or other standard component the model must physically fit. Download its canonical STEP into <project-dir>/ref/, derive the seat with $cad's cadmount, declare it in measure/mounts.json, and run check_mount.
  • Use $electromechanical-integration when the question includes power, control, wiring, electrical ratings, exact lamp/socket contacts or removable powered interfaces. A design repository is not electrical authority.
  • A design reference is not proof of likeness, manufacturability, assembly or physical fit. Those claims remain with the project gates.

Internet research workflow

  1. Read and measure the user's evidence first. Name the one or two exact design questions research must answer; do not browse with only a product-category query.
  2. Write a research contract for each question: required facts, acceptable source authority, geometry or operation uncertainty, packaging constraints, license needs, and the condition that would reject a candidate.
  3. Search the Internet with form, feature and operation terms. For example, search tapered shell vent slots parametric CAD, not merely enclosure.
  4. Review no more than five strong candidates. Prefer, in order:
    • manufacturer documents, standards and official technical pages for dimensions, ratings and compatibility facts;
    • repositories with source CAD or build123d/CadQuery/OpenSCAD code, an explicit license, and an immutable commit or release for construction patterns;
    • authoritative CAD/kernel documentation for operation-specific questions.
  5. Record every used result and meaningful rejection: query, stable URL, repository plus commit/release when available, license/use, exact claim or specification taken, relevant feature, construction lesson, and status (used, rejected, miss, or unavailable).
  6. Compare the evidence against the research contract, select the design, and re-measure every user-specific dimension from the user's image/spec. Do not copy an analogous model's placement, scale or silhouette.

Read the full file on GitHub · 84 lines

Files

What ships with it

1 file 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.

Changes

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.

  1. 2d ago First seen · 84 lines · 66 tokens per session scan A cb00f5f7064a

Subscribe to this mod's changes

design-reference is a skill published in the GitHub repository autonomous-ai/autonomous-workshop (11 stars, last pushed 2d ago), licensed Apache-2.0. It adds 66 tokens to every session and 903 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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