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moai-foundation-claude

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MoAI - Agentic Development Kit

559🍴 101📅 Jan 23, 2026

SKILL.md


name: moai-foundation-claude aliases: [moai-foundation-claude] category: foundation description: Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns. Use when creating Claude Code extensions or configuring Claude Code features. version: 5.0.0 modularized: false user-invocable: false allowed-tools:

  • Read
  • Write
  • Edit
  • Grep
  • Glob
  • mcp__context7__resolve-library-id
  • mcp__context7__get-library-docs tags: [ "foundation", "claude-code", "skills", "sub-agents", "plugins", "slash-commands", "hooks", "memory", "settings", "sandboxing", "headless", "agent-patterns", ] updated: 2026-01-11 status: "active"

Progressive Disclosure Configuration

progressive_disclosure: enabled: true level1_tokens: ~100 level2_tokens: ~5000

Trigger Conditions for Level 2 Loading

triggers: keywords: - "skill" - "agent" - "plugin" - "slash command" - "hook" - "sandbox" - "headless" - "memory" - "settings" - "claude code" - "sub-agent" - "agent pattern" - "orchestration" - "delegation" agents: - "builder-agent" - "builder-command" - "builder-skill" - "builder-plugin" phases: - "plan" - "run" - "sync"

Claude Code Authoring Kit

Comprehensive reference for Claude Code Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns.

Documentation Index

Core Features:

  • reference/claude-code-skills-official.md - Agent Skills creation and management
  • reference/claude-code-sub-agents-official.md - Sub-agent development and delegation
  • reference/claude-code-plugins-official.md - Plugin architecture and distribution
  • reference/claude-code-custom-slash-commands-official.md - Command creation and orchestration

Configuration:

  • reference/claude-code-settings-official.md - Configuration hierarchy and management
  • reference/claude-code-memory-official.md - Context and knowledge persistence
  • reference/claude-code-hooks-official.md - Event-driven automation
  • reference/claude-code-iam-official.md - Access control and security

Advanced Features:

  • reference/claude-code-sandboxing-official.md - Security isolation
  • reference/claude-code-headless-official.md - Programmatic and CI/CD usage
  • reference/claude-code-devcontainers-official.md - Containerized environments
  • reference/claude-code-cli-reference-official.md - Command-line interface
  • reference/claude-code-statusline-official.md - Custom status display
  • reference/advanced-agent-patterns.md - Engineering best practices

Quick Reference

Skills: Model-invoked extensions in ~/.claude/skills/ (personal) or .claude/skills/ (project). Three-level progressive disclosure. Max 500 lines.

Sub-agents: Specialized assistants via Task(subagent_type="..."). Own 200K context. Cannot spawn sub-agents. Use /agents command.

Plugins: Reusable bundles in .claude-plugin/plugin.json. Include commands, agents, skills, hooks, MCP servers.

Commands: User-invoked via /command. Parameters: $ARGUMENTS, $1, $2. File refs: @file.

Hooks: Events in settings.json. PreToolUse, PostToolUse, SessionStart, SessionEnd, PreCompact, Notification.

Memory: CLAUDE.md files + .claude/rules/*.md. Enterprise to Project to User hierarchy. @import syntax.

Settings: 6-level hierarchy. Managed to file-managed to CLI to local to shared to user.

Sandboxing: OS-level isolation. Filesystem and network restrictions. Auto-allow safe operations.

Headless: -p flag for non-interactive. --allowedTools, --json-schema, --agents for automation.

Skill Creation

Progressive Disclosure Architecture

Level 1 (Metadata): Name and description loaded at startup, approximately 100 tokens per Skill

Level 2 (Instructions): SKILL.md body loaded when triggered, under 5K tokens recommended

Level 3 (Resources): Additional files loaded on demand, effectively unlimited

Required Format

Create a SKILL.md file with YAML frontmatter containing name in kebab-case and description explaining what it does and when to use it in third person. Maximum 1024 characters for description. After the frontmatter, include a heading with the skill name, a Quick Start section with brief instructions, and a Details section referencing REFERENCE.md for more information.

Best Practices

  • Third person descriptions (does not I do)
  • Include trigger terms users mention
  • Keep under 500 lines
  • One level deep references
  • Test with Haiku, Sonnet, Opus

Sub-agent Creation

Using /agents Command

Type /agents, select Create New Agent, define purpose and tools, press e to edit prompt.

File Format

Create a markdown file with YAML frontmatter containing name, description explaining when to invoke (use PROACTIVELY for auto-delegation), tools as comma-separated list (Read, Write, Bash), and model specification (sonnet). After frontmatter, include the system prompt.

Critical Rules

  • Cannot spawn other sub-agents
  • Cannot use AskUserQuestion effectively
  • All user interaction before delegation
  • Each gets own 200K context

Plugin Creation

Directory Structure

Create my-plugin directory with .claude-plugin/plugin.json, commands directory, agents directory, skills directory, hooks/hooks.json, and .mcp.json file.

Manifest (plugin.json)

Create a JSON object with name, description explaining plugin purpose, version as 1.0.0, and author object containing name field.

Commands

Use /plugin install owner/repo to install from GitHub. Use /plugin validate . to validate current directory. Use /plugin enable plugin-name to enable a plugin.

Advanced Agent Patterns

Two-Agent Pattern for Long Tasks

Initializer agent: Sets up environment, feature registry, progress docs

Executor agent: Works single features, updates registry, maintains progress

See reference/advanced-agent-patterns.md for details.

Orchestrator-Worker Architecture

Lead agent: Decomposes tasks, spawns workers, synthesizes results

Worker agents: Execute focused tasks, return condensed summaries

Context Engineering Principles

  • Smallest set of high-signal tokens
  • Just-in-time retrieval over upfront loading
  • Context compaction for long sessions
  • External memory files persist outside window

Tool Design Best Practices

  • Consolidate related functions into single tools
  • Return high-signal context-aware responses
  • Clear parameter names (user_id not user)
  • Instructive error messages with examples

Explore/Search Performance Optimization

When using Explore agent or direct exploration tools (Grep, Glob, Read), apply these optimizations to prevent performance bottlenecks with GLM models:

AST-Grep Priority

  • Use structural search (ast-grep) before text-based search (Grep)
  • Load moai-tool-ast-grep skill for complex pattern matching
  • Example: sg -p 'class $X extends Service' --lang python is faster than grep -r "class.*extends.*Service"

Search Scope Limitation

  • Always use path parameter to limit search scope
  • Example: Grep(pattern="async def", path="src/moai_adk/core/") instead of Grep(pattern="async def")

File Pattern Specificity

  • Use specific Glob patterns instead of wildcards
  • Example: Glob(pattern="src/moai_adk/core/*.py") instead of Glob(pattern="src/**/*.py")

Parallel Processing

  • Execute independent searches in parallel (single message, multiple tool calls)
  • Maximum 5 parallel searches to prevent context fragmentation

Workflow: Explore-Plan-Code-Commit

Phase 1 Explore: Read files, understand structure, map dependencies

Phase 2 Plan: Use think prompts, outline approach, define criteria

Phase 3 Code: Implement iteratively, verify each step, handle edges

Phase 4 Commit: Descriptive messages, logical groupings, clean history

MoAI-ADK Integration

Core Skills

  • moai-foundation-claude: This authoring kit
  • moai-foundation-core: SPEC system and workflows
  • moai-foundation-philosopher: Strategic thinking

Essential Sub-agents

  • spec-builder: EARS specifications
  • manager-ddd: DDD execution
  • expert-security: Security analysis
  • expert-backend: API development
  • expert-frontend: UI implementation

Security Features

Sandboxing

  • Filesystem: Write restricted to cwd
  • Network: Domain allowlists via proxy
  • OS-level: bubblewrap (Linux), Seatbelt (macOS)

Dev Containers

  • Security-hardened with firewall
  • Whitelisted outbound only
  • --dangerously-skip-permissions for trusted only

Headless Safety

  • Always use --allowedTools in CI/CD
  • Validate inputs before passing to Claude
  • Handle errors with exit codes

Resources

For detailed patterns and working examples, see the reference directory.

Version History:

  • v5.0.0 (2026-01-11): Converted to narrative format per CLAUDE.md Documentation Standards
  • v4.0.0 (2026-01-06): Added plugins, sandboxing, headless, statusline, dev containers, CLI reference, advanced patterns
  • v3.0.0 (2025-12-06): Added progressive disclosure, sub-agent details, integration patterns
  • v2.0.0 (2025-11-26): Initial comprehensive release

Score

Total Score

80/100

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