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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.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/majiayu000/claude-skill-registry --skill moai-foundation-claude命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据，按主题分组汇总"我都做了什么"，并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
基于 SOC 职业分类
正在显示 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"] |
Comprehensive reference for Claude Code Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns.
Core Features:
Configuration:
Advanced Features:
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.
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
---
name: skill-name
description: What it does AND when to use it. Third person. Max 1024 chars.
---
# Skill Name
## Quick start
Brief instructions here.
## Details
See [REFERENCE.md](REFERENCE.md) for more.
---
name: agent-name
description: When to invoke. Use PROACTIVELY for auto-delegation.
tools: Read, Write, Bash
model: sonnet
---
System prompt here.
my-plugin/
- .claude-plugin/plugin.json
- commands/
- agents/
- skills/
- hooks/hooks.json
- .mcp.json
{
"name": "my-plugin",
"description": "Plugin purpose",
"version": "1.0.0",
"author": {"name": "Author"}
}
/plugin install owner/repo /plugin validate . /plugin enable plugin-name
Initializer agent: Sets up environment, feature registry, progress docs
Executor agent: Works single features, updates registry, maintains progress
See Advanced Patterns for details.
Lead agent: Decomposes tasks, spawns workers, synthesizes results
Worker agents: Execute focused tasks, return condensed summaries
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
v4.0.0 (2026-01-06): Added plugins, sandboxing, headless, statusline, dev containers, CLI reference, advanced patterns from engineering blogs
v3.0.0 (2025-12-06): Added progressive disclosure, sub-agent details, integration patterns
v2.0.0 (2025-11-26): Initial comprehensive release