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.
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 modu-ai/moai-adk --skill moai-design-craftgit 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-design-craft)<a href="https://agentmods.dev/skills/modu-ai/moai-adk/moai-design-craft"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-design-craft/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-design-craft"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-design-craft.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Prompt Injection · line 106 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
- high Prompt Injection · line 119 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
- high Prompt Injection · line 130 Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
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 | $0.00039 | $0.01418 |
| Opus 5 | $0.00019 | $0.00709 |
| Sonnet 5 | $0.00008 | $0.00284 |
| Haiku 4.5 | $0.00004 | $0.00142 |
Grade A, and why
moai-design-craft 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 9d 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 — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design Craft Specialist
Intent-First design philosophy integrated into MoAI workflows. Ensures design decisions flow from intent and domain understanding, not from visual impulse.
Core Philosophy
Intent-First: Before any visual or component decision, establish why — the domain, the user, the interaction contract, and the craft principles that apply.
The three craft operations:
| Operation | When | What It Does |
|---|---|---|
| Design Direction | At /moai plan (design keywords) |
Domain exploration, intent capture, vocabulary alignment |
| Design Audit | At /moai review --design |
Checks implementation against .moai/design/system.md |
| Design Critique | At /moai review --critique |
Post-build craft review: observe, diagnose, rebuild decision |
Module Index
modules/intent-first.md— Intent-First process: domain exploration, design direction, vocabularymodules/design-memory.md—.moai/design/system.mdread/write protocolmodules/critique-workflow.md— Post-build critique: observe → diagnose → rebuild, hard rules and rejection criteriamodules/web-copy-craft.md— Web copy guidelines: anti-AI writing, headline formulas, CTA patterns, body copy rhythm
Quick Reference
Design Direction (plan phase)
When manager-spec detects design-relevant keywords, trigger Design Direction:
- Read
.moai/design/system.md(if it exists) for established vocabulary and intent - Explore domain: What is the user doing? What is the mental model? What does success feel like?
- Define design intent in 1–3 sentences
- Identify 3–5 domain vocabulary terms
- Write design direction to
.moai/design/system.md
Design Audit (review phase)
When /moai review --design is invoked:
- Read
.moai/design/system.mdfor current design system rules - Scan UI components against the rules
- Report violations with file:line references
- Suggest minimal fixes preserving existing structure
Design Critique (review phase)
What ships with it
5 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.
- 9d ago First seen · 140 lines · 39 tokens per session scan A dfc9796cadb9
moai-design-craft is a skill published in the GitHub repository modu-ai/moai-adk (1,207 stars, last pushed today), licensed Apache-2.0. It adds 39 tokens to every session and 1,418 once invoked, about $0.0002 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 2026-09-03.
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