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-docs-generationgit 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-docs-generation)<a href="https://agentmods.dev/skills/modu-ai/moai-adk/moai-docs-generation"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-docs-generation/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-docs-generation"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-adk/moai-docs-generation.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 304 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.
- medium MCP Rug Pull · line 144 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 148 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00056 | $0.02390 |
| Opus 5 | $0.00028 | $0.01195 |
| Sonnet 5 | $0.00011 | $0.00478 |
| Haiku 4.5 | $0.00006 | $0.00239 |
Grade A, and why
moai-docs-generation 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 5d 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 — 338 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Documentation Generation Patterns
Quick Reference (30 seconds)
Purpose: Generate professional documentation using established tools and frameworks.
Core Documentation Tools:
- Python: Sphinx with autodoc, MkDocs with Material theme, pydoc
- TypeScript/JavaScript: TypeDoc, JSDoc, TSDoc
- API Documentation: OpenAPI/Swagger from FastAPI/Express, Redoc, Stoplight
- Static Sites: Nextra (Next.js), Docusaurus (React), VitePress (Vue)
- Universal: Markdown, MDX, reStructuredText
When to Use This Skill:
- Generating API documentation from code annotations
- Building documentation sites with search and navigation
- Creating user guides and technical specifications
- Automating documentation updates in CI/CD pipelines
- Converting between documentation formats
Implementation Guide (5 minutes)
Python Documentation with Sphinx
Sphinx Setup and Configuration:
Install Sphinx and extensions with pip install sphinx sphinx-autodoc-typehints sphinx-rtd-theme myst-parser
Initialize a Sphinx project by running sphinx-quickstart docs which creates the basic structure.
Configure conf.py with the following key settings:
- Set extensions to include autodoc, napoleon, typehints, and myst_parser
- Configure html_theme to sphinx_rtd_theme for a professional look
- Add autodoc_typehints set to description for inline type hints
Generate API documentation by running sphinx-apidoc with the source directory, outputting to docs/api, then run make html in the docs directory.
Python Documentation with MkDocs
MkDocs Material Setup:
Install with pip install mkdocs mkdocs-material mkdocstrings mkdocstrings-python
Create mkdocs.yml configuration:
- Set site_name and site_url
- Configure theme with name material and desired color palette
- Add plugins including search and mkdocstrings
- Define nav structure with sections and pages
Use mkdocstrings syntax in Markdown files with ::: module.path to auto-generate API docs from docstrings.
Serve locally with mkdocs serve, build with mkdocs build, deploy with mkdocs gh-deploy.
What ships with it
8 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.
- 5d ago First seen · 338 lines · 56 tokens per session scan A 4d263e4d9684
moai-docs-generation is a skill published in the GitHub repository modu-ai/moai-adk (1,200 stars, last pushed today), licensed Apache-2.0. It adds 56 tokens to every session and 2,390 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 2026-09-03.
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