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Hns Moaiadk Patterns

OrganizationPopular
modu-ai
hns-moaiadk-patterns

moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers the CLI/template/config/hook/spec subsystem architecture, key source paths, the Pipeline specialist delegation map, the Template-First build cycle, the namespace separation contract, and common add-a-template / add-a-hook / add-an-agent / add-a-SPEC workflows. Loaded by the specialists when working on moai-adk-go's own Go codebase and templates.

Overview

Publishermodu-ai
Repositorymoai-adk
Skill namehns-moaiadk-patterns
Stars
1.2K
Forks
226
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by modu-ai on GitHub. Read the source before you install it.

Installation

Install the Hns Moaiadk Patterns AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/modu-ai/moai-adk.git /tmp/moai-adk
mkdir -p .claude/skills
cp -r /tmp/moai-adk/.claude/skills/hns-moaiadk-patterns .claude/skills/hns-moaiadk-patterns
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Hns Moaiadk Patterns in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Hns Moaiadk Patterns on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Hns Moaiadk Patterns is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

moai-adk-go Domain Patterns

Architecture Quick Reference

moai-adk-go is a Go binary (moai) with four subsystems:

  1. CLI (internal/cli/*.go, cmd/moai/) — Cobra commands: init, update, hook, build, glm, cc, cg, version, doctor, spec. Subcommand handlers read stdin JSON for hooks, emit structured output for the orchestrator.
  2. Template system (internal/template/) — go:embed-based scaffolding. Source at internal/template/templates/, embedded into the binary via //go:embed all:templates in internal/template/embed.go (no generated .go file). make build recompiles the binary. TemplateContext ({{.GoBinPath}} / {{.HomeDir}}) renders at moai init.
  3. Config (internal/config/) — defaults.go (single source for thresholds), envkeys.go (env-var constants), TemplateContext renderer.
  4. Hook + CI (.claude/hooks/moai/*.sh, .github/workflows/) — bash wrapper hooks calling moai hook <event>; CI guard enforces template neutrality.

Plus the SPEC lifecycle (.moai/specs/) governing the project's own development (plan→run→sync→Mx).

Key Source Paths

SubsystemPathNotes
Cobra commandsinternal/cli/*.gowired from cmd/moai/
Template sourceinternal/template/templates/**edit HERE first
Embedded assetsinternal/template/embed.go//go:embed all:templates (no generated file)
Config defaultsinternal/config/defaults.gothreshold SSOT
Env constantsinternal/config/envkeys.gono hardcoded env names
SPEC docs.moai/specs/SPEC-*/spec/plan/acceptance/progress
Era classifierinternal/spec/era.goClassifyEra() H-1..H-6
Hook scripts.claude/hooks/moai/*.shbash only, no Python
CI workflows.github/workflows/*.yamlneutrality guard active
Harness agents.claude/agents/harness/*.mdUSER-OWNED (this skill)

Pipeline Specialist Delegation Map

This harness is a 4-stage pipeline; each specialist delegates to retained agents (never archived, never replaces them):

CLI/Template ──→ quality ──→ workflow ──→ hook/CI
  │                │            │            │
  ├─ manager-develop (tdd, backend)
  ├─ Explore (read-only)
  ├─ sync-auditor (4-dim scoring)
  ├─ sync-phase-quality-gate.sh (Stop hook)
  ├─ manager-spec (plan)
  ├─ manager-develop (run)
  ├─ manager-docs (sync)
  ├─ plan-auditor (audit)
  ├─ builder-harness (artifact_type=hook|command|plugin)
  └─ Agent(general-purpose, tools: ..., prompt: "...CI specialist...")

Template-First Build Cycle

When adding/editing anything that ships to user projects:

  1. Edit internal/template/templates/<path> FIRST.
  2. Run make build → recompiles the binary (templates embedded via //go:embed all:templates in embed.go; no generated .go file).
  3. Sync to local: moai update (or manual copy).
  4. Verify the local .claude/ / .moai/ reflects the template.
  5. Run go test ./internal/template/... (neutrality audit included).

Never edit .claude/ or .moai/ directly without a template source. The source of truth is templates/ — edit files there, then make build.

Namespace Separation Contract

Two namespaces, enforced by moai update:

NamespaceLocationOwnermoai update behavior
Template-managedinternal/template/templates/** → .claude/agents/{core,expert,meta}/, moai-* skillsMoAI-ADK distributionOverwrites local on sync
User-owned (this harness).claude/agents/harness/, harness-* skills, .moai/harness/Project developerNEVER deleted/modified; backup before update

The canonical user-owned skill prefix is harness-* (recognized by Go enforcement after the namespace catch-up, SPEC-V3R6-HARNESS-NAMESPACE-V2-001). The legacy my-harness-* form is retained during a backward-compat deprecation window; new skills MUST use the bare harness-* prefix.

Common Workflows

Add a template

  1. Create file at internal/template/templates/<path>.
  2. make build.
  3. moai update (or test via ./moai init /tmp/test-project).
  4. go test ./internal/template/... -run TestTemplateNeutralityAudit.

Add a hook

  1. Write .claude/hooks/moai/handle-<event>.sh (bash, reads stdin JSON, calls moai hook <event>).
  2. Wire in .claude/settings.json with "$CLAUDE_PROJECT_DIR/..." quoting + timeout: 5.
  3. If the hook is template-distributable, add the wrapper template source AND the settings.json entry to internal/template/templates/.

Add an agent (harness specialist)

  1. Create .claude/agents/harness/<role>-specialist.md with name, trigger-shaped description, skills: array (companion skill), tools: (CSV string).
  2. Ensure the companion harness-* skill exists (else self-activation smoke gate FAILs).

Add a SPEC

  1. /moai plan "<description>" → manager-spec authors plan-phase artifacts.
  2. plan-auditor independent audit gate.
  3. Implementation Kickoff Approval human gate (orchestrator runs AskUserQuestion).
  4. /moai run SPEC-<ID> → manager-develop (cycle_type per quality.yaml).
  5. /moai sync SPEC-<ID> → manager-docs.
  6. sync-auditor 4-dimension gate.
  7. 3-phase close on the single sync commit (populate sync_commit_sha in §E.4; the sync commit carries the implemented → completed transition — per SPEC-V3R6-LIFECYCLE-REDESIGN-001, the former separate mx_commit_sha / §E.5 Mx-phase step is retired; MX Tag validation is a sync sub-step).

Cross-References

  • CLAUDE.local.md §2 (Template-First Rule), §7 (hooks), §21 (dev-only commands)
  • .claude/rules/moai/development/agent-authoring.md — agent frontmatter schema
  • .claude/rules/moai/development/skill-authoring.md — skill frontmatter schema
  • .claude/rules/moai/workflow/archived-agent-rejection.md §C — migration table
  • .claude/skills/moai-meta-harness/SKILL.md § Namespace Separation

Frequently asked questions

What does the Hns Moaiadk Patterns AI skill do?

moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers the CLI/template/config/hook/spec subsystem architecture, key source paths, the Pipeline specialist delegation map, the Template-First build cycle, the namespace separation contract, and common add-a-template / add-a-hook / add-an-agent / add-a-SPEC workflows. Loaded by the specialists when working on moai-adk-go's own Go codebase and templates.

Why use Hns Moaiadk Patterns on TypingMind?

Because you install it once and use it with any model. Hns Moaiadk Patterns is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Hns Moaiadk Patterns in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/modu-ai/moai-adk/tree/main/.claude/skills/hns-moaiadk-patterns. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Hns Moaiadk Patterns?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Hns Moaiadk Patterns?

As many as you like. As long as a model supports skills, you can use Hns Moaiadk Patterns with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Hns Moaiadk Patterns AI skill free?

Yes. It is published on GitHub by modu-ai under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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