SKILLS & AGENTS/Skill 与 Agent·CLAUDE-SKILL

moai-adk

modu-ai/moai-adk

Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control.

打开仓库Open repository 官网Homepage

怎么装：Install: curl -fsSL https://adk.mo.ai.kr/install.sh | bash

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

04 OCT 202604 OCT 2026

增长GROWTH

-0.2%-0.2%

1.2k → 1.2k stars · 3 个快照1.2k → 1.2k stars · 3 snapshots

状态STATUS

持续活跃Active

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

CURL-PIPE

$

README 里给出的安装方式。The installation method given in the README.

GIT-CLONE

$

README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

存在风险Risk found

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 未在文档中发现Not found in the docs
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要 API KeyNeeds an API key

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/modu-ai/moai-adk
原始数据哈希Raw data hash: 4312872f0e6464072627ffb80e6abe6c
解析时间Parsed at: 2026-10-06T23:29:01.255Z
最后一次验证Last verified: 2026-10-06T22:09:57.556Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:cost-tracker
分类来源Category source: rules
焦点Focus: token · web (4)

静态扫描STATIC SCAN

01执行远程脚本Runs a remote scriptreadme

curl -fsSL https://adk.mo.ai.kr/install.sh | bash

02控制浏览器Controls a browserreadme

`moai init` provisions exactly **one** active MCP entry by default — the self-hosted `moai mcp-server` (a local stdio server). It exposes th

03执行 Shell 命令Runs shell commands.claude/skills/hns-lsel-applier/SKILL.md
```
allowed-tools: Bash
```
04执行 Shell 命令Runs shell commands.claude/skills/hns-lsel-curator/SKILL.md
```
allowed-tools: Bash
```
05读写本地文件Reads and writes local files.claude/skills/moai-domain-backend/SKILL.md
```
allowed-tools: Write
```
06读写本地文件Reads and writes local files.claude/skills/moai-domain-backend/SKILL.md
```
allowed-tools: Edit
```

07控制浏览器Controls a browser.claude/skills/moai-domain-frontend/SKILL.md

- Visual reference strategy, Playwright verification, motion design, reasoning-level tuning

这里只做静态扫描：读 README、SKILL.md 和依赖清单，不执行代码。没有命中不代表安全。This is static scanning only: we read the README, SKILL.md and dependency list, and never execute code. No findings does not mean safe.

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "codex",
      "evidence": "tree: .codex/"
    },
    {
      "agent": "claude-ai",
      "evidence": ".claude/skills/moai-domain-design-dna/SKILL.md: …oai-ref-ui-polish` | | Hosted claude.ai visual-identity page | `artif…"
    }
  ],
  "apiKey": "NOT available** (Codex, GLM, API-key sessions) — deliver through the existin",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 6,
      "dev-tools": 3,
      "indie-web": 3,
      "skill-agent": 3,
      "productivity": 1
    },
    "primary": "skill-agent",
    "secondary": "claude-skill"
  },
  "localRuntime": null,
  "skillMdTotal": 161,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 0,
    "agent": 10,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "60 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 259 markdown files",
      "weight": 0.75
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": ".mcp.json (configures servers it uses)",
      "weight": 0.3
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    ".agents/skills/moai-clean/SKILL.md",
    ".agents/skills/moai-codemaps/SKILL.md",
    ".agents/skills/moai-e2e/SKILL.md",
    ".agents/skills/moai-feedback/SKILL.md",
    ".agents/skills/moai-fix/SKILL.md",
    ".agents/skills/moai-gate/SKILL.md",
    ".agents/skills/moai-goal/SKILL.md",
    ".agents/skills/moai-gtd/SKILL.md",
    ".agents/skills/moai-harness/SKILL.md",
    ".agents/skills/moai-loop/SKILL.md",
    ".agents/skills/moai-mx/SKILL.md",
    ".agents/skills/moai-plan/SKILL.md",
    ".agents/skills/moai-project/SKILL.md",
    ".agents/skills/moai-review/SKILL.md",
    ".agents/skills/moai-run/SKILL.md",
    ".agents/skills/moai-sync/SKILL.md",
    ".agents/skills/moai-todo/SKILL.md",
    ".claude/skills/hns-lsel-applier/SKILL.md",
    ".claude/skills/hns-lsel-curator/SKILL.md",
    ".claude/skills/hns-moaiadk-best-practices/SKILL.md",
    ".claude/skills/hns-moaiadk-dev-reference/SKILL.md",
    ".claude/skills/hns-moaiadk-patterns/SKILL.md",
    ".claude/skills/hns-oss-docs-i18n-rules/SKILL.md",
    ".claude/skills/hns-oss-docs-readme-sync/SKILL.md",
    ".claude/skills/hns-oss-docs-structure-map/SKILL.md",
    ".claude/skills/hns-oss-docs-verify/SKILL.md",
    ".claude/skills/hns-workflow-ci-loop/SKILL.md",
    ".claude/skills/moai-domain-backend/SKILL.md",
    ".claude/skills/moai-domain-database/SKILL.md",
    ".claude/skills/moai-domain-design-dna/SKILL.md",
    ".claude/skills/moai-domain-frontend/SKILL.md",
    ".claude/skills/moai-domain-html-report/SKILL.md",
    ".claude/skills/moai-domain-humanize/SKILL.md",
    ".claude/skills/moai-domain-svg-infographic/SKILL.md",
    ".claude/skills/moai-factory-foreman/SKILL.md",
    ".claude/skills/moai-foundation-cc/SKILL.md",
    ".claude/skills/moai-foundation-core/SKILL.md",
    ".claude/skills/moai-foundation-quality/SKILL.md",
    ".claude/skills/moai-foundation-thinking/SKILL.md",
    ".claude/skills/moai-harness-learner/SKILL.md",
    ".claude/skills/moai-jev-skill-suggestion/SKILL.md",
    ".claude/skills/moai-lane-watchdog/SKILL.md",
    ".claude/skills/moai-meta-harness/SKILL.md",
    ".claude/skills/moai-ref-api-patterns/SKILL.md",
    ".claude/skills/moai-ref-aside-browser/SKILL.md",
    ".claude/skills/moai-ref-cross-model-audit/SKILL.md",
    ".claude/skills/moai-ref-git-workflow/SKILL.md",
    ".claude/skills/moai-ref-jev-question-design/SKILL.md",
    ".claude/skills/moai-ref-llm-security/SKILL.md",
    ".claude/skills/moai-ref-owasp-checklist/SKILL.md",
    ".claude/skills/moai-ref-react-patterns/SKILL.md",
    ".claude/skills/moai-ref-secops/SKILL.md",
    ".claude/skills/moai-ref-seo/SKILL.md",
    ".claude/skills/moai-ref-supply-chain/SKILL.md",
    ".claude/skills/moai-ref-testing-pyramid/SKILL.md",
    ".claude/skills/moai-ref-ui-polish/SKILL.md",
    ".claude/skills/moai-workflow-ddd/SKILL.md",
    ".claude/skills/moai-workflow-docs-claim-check/SKILL.md",
    ".claude/skills/moai-workflow-loop/SKILL.md",
    ".claude/skills/moai-workflow-project/SKILL.md"
  ],
  "skillMdFetched": 60
}