MoAI-ADK is a Go-based harness that organizes and verifies Claude Code work across planning, implementation, synchronization, and review stages. Developers use it to structure agentic coding tasks, apply quality gates, and route work across language models, while the catalogue entries extend its workflow with skills, hooks, commands, MCP servers, instructions, and settings.
Borrowing it
Nothing to install: this file belongs to modu-ai/moai-adk. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/modu-ai/moai-adk/main/.claude/skills/moai-domain-design-dna/SKILL.mdgit clone --depth 1 https://github.com/modu-ai/moai-adkWrote 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/modu-ai/moai-adk/moai-domain-design-dna)<a href="https://agentmods.dev/skills/modu-ai/moai-adk/moai-domain-design-dna"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-domain-design-dna/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/modu-ai/moai-adk/moai-domain-design-dna"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-domain-design-dna.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00112 | $0.02342 |
| Opus 5 | $0.00056 | $0.01171 |
| Sonnet 5 | $0.00022 | $0.00468 |
| Haiku 4.5 | $0.00011 | $0.00234 |
Grade A, and why
moai-domain-design-dna 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.
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design DNA
Most "make it look like this" requests fail the same way: the reference is looked at once, an impression is formed, and the impression is coded from memory. What survives is a vague resemblance — the palette drifts, the rhythm flattens, and the one effect that gave the reference its character is missing entirely.
This skill inserts an artifact between looking and building. The reference is first deconstructed into a Design DNA JSON, and only that JSON is used to generate. The intermediate step is what makes the result checkable: every colour, radius, and easing curve in the output traces to a recorded field, so a mismatch is a diff rather than an argument about taste.
Provenance: the three-dimension taxonomy and several extraction rules are adapted from the MIT-licensed
zanwei/design-dnaskill. See.claude/rules/moai/NOTICE.mdfor the retained copyright notice.
The three dimensions
The split matters because the three are extracted differently and fail differently.
| Dimension | What it holds | How it is obtained |
|---|---|---|
design_system |
What can be measured — colour hex values, type scale, spacing base unit, radius, elevation, motion timings, component patterns | Sampled and measured from the reference; numeric |
design_style |
What can be felt — mood, ornamentation level, composition strategy, whitespace philosophy, interaction personality, microcopy tone | Judged holistically; descriptive words, not numbers |
visual_effects |
What cannot be expressed in plain CSS — Canvas scenes, WebGL / 3D, shaders, particle systems, scroll-driven motion, cursor behaviour, glassmorphism | Read from source where available, described from screenshots where not |
Collapsing them loses information in both directions. A token dump with no style dimension reproduces the colours and none of the character; a mood board with no system dimension reproduces the vibe and no two elements align.
Field-by-field schema and enum vocabularies: references/dna-schema.md.
What ships with it
3 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 · 205 lines · 112 tokens per session scan A b35f9264feec
moai-domain-design-dna is a skill published in the GitHub repository modu-ai/moai-adk (1,207 stars, last pushed today), licensed Apache-2.0. It adds 112 tokens to every session and 2,342 once invoked, about $0.0006 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.
Other skills, from other repositories
agentic
Conversational AI-first interface with minimal controls, clear outcomes, and delegated task flows for agentic workflows.
ant
Structured, enterprise-focused design system emphasizing clarity, consistency, and efficiency for data-dense web applications.
basic
Print-inspired visual language for books, magazines, and reports with editorial grids and expressive typography.
lingo
Playful, minimal design with bright colors, rounded shapes, tactile 3D borders, and friendly illustrations for approachable interfaces.
modern
Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products.
sketch
A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, rounded pill controls.