SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

openloomi

melandlabs/openloomi

OpenLoomi is an open-source AI coworker.

打开仓库Open repository 官网Homepage

怎么装：Install: npx skills add https://github.com/melandlabs/openloomi/tree/main/skills \

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

03 OCT 202603 OCT 2026

增长GROWTH

+0.1%+0.1%

1.0k → 1.0k stars · 4 个快照1.0k → 1.0k stars · 4 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

SKILLS-CLI

$

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: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

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

来源 URLSource URL: https://github.com/melandlabs/openloomi
原始数据哈希Raw data hash: c5592016beda36fabdb448c9871940cf
解析时间Parsed at: 2026-10-06T23:30:02.003Z
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:topic-context-engineering
分类来源Category source: rules
焦点Focus: token (5)

静态扫描STATIC SCAN

01执行远程脚本Runs a remote scriptplugins/claude/skills/composio/SKILL.md
```
curl -fsSL https://composio.dev/install | bash
```
02执行远程脚本Runs a remote scriptplugins/codex/skills/composio/SKILL.md
```
curl -fsSL https://composio.dev/install | bash
```

03需要系统权限Needs system permissionsskills/cua-driver/SKILL.md

| `Accessibility permission not granted` | TCC not granted | Stop; tell user to grant in System Settings |

04执行 Shell 命令Runs shell commandsplugins/claude/skills/openloomi-connectors/SKILL.md
```
allowed-tools: Bash(node
```
05执行 Shell 命令Runs shell commandsplugins/claude/skills/openloomi-hooks/SKILL.md
```
allowed-tools: Bash(node
```
06读写本地文件Reads and writes local filesplugins/claude/skills/openloomi-memory/SKILL.md
```
| `delete-memory` | Delete a memory file | Local filesystem |
```
07读写本地文件Reads and writes local filesplugins/codex/skills/openloomi-memory/SKILL.md
```
| `delete-memory` | Delete a memory file | Local filesystem |
```
08控制浏览器Controls a browserskills/agent-browser/SKILL.md
```
# or manually: npx playwright install-deps chromium
```
09控制浏览器Controls a browserskills/agent-browser/SKILL.md
```
allowed-tools: agent-browser:*)
```
10需要系统权限Needs system permissionsskills/ui-ux-pro-max/SKILL.md
```
sudo apt update && sudo apt install python3
```

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-plugin/"
    },
    {
      "agent": "codex",
      "evidence": "readme: …omi:setup` | | Codex CLI | `codex plugin marketplace…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …desktop: Claude Code, Codex, OpenCode, Hermes, and OpenClaw all wor…"
    },
    {
      "agent": "vscode",
      "evidence": "skills/cua-driver/SKILL.md: …hell: Claude Code, Cursor, VS Code, Conductor). Verify with `cua…"
    }
  ],
  "apiKey": "status-only checks: ```text OPENLOOMI_AUTH_TOKEN present/missing ~/.openloomi/token pres",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 6,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 3,
      "productivity": 5
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": "e-tap bubbles you Approve. It runs locally (local-first, AES-256), supports Skills",
  "skillMdTotal": 46,
  "skillMdErrors": [
    {
      "path": "skills/find-skills/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 2, column 14:"
    }
  ],
  "treeTruncated": false,
  "categoryScores": {
    "data": 0,
    "agent": 1,
    "media": 0,
    "design": 1,
    "browser": 0,
    "devtool": 0,
    "security": 3,
    "marketing": 0,
    "productivity": 9
  },
  "classification": [
    {
      "signal": "45 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 68 markdown files",
      "weight": 0.75
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "benchmark/GDPval-AA v2/harness/Stirrup/skills/data_analysis/SKILL.md",
    "benchmark/continual-learning-bench/skills/continual-learn/SKILL.md",
    "benchmark/continual-learning-bench/skills/create-task/SKILL.md",
    "plugins/claude/skills/composio/SKILL.md",
    "plugins/claude/skills/openloomi-api/SKILL.md",
    "plugins/claude/skills/openloomi-connectors/SKILL.md",
    "plugins/claude/skills/openloomi-feature-guide/SKILL.md",
    "plugins/claude/skills/openloomi-hooks/SKILL.md",
    "plugins/claude/skills/openloomi-install/SKILL.md",
    "plugins/claude/skills/openloomi-loop/SKILL.md",
    "plugins/claude/skills/openloomi-memory/SKILL.md",
    "plugins/claude/skills/openloomi-pet/SKILL.md",
    "plugins/claude/skills/openloomi-tour/SKILL.md",
    "plugins/claude/skills/openloomi/SKILL.md",
    "plugins/codex/skills/composio/SKILL.md",
    "plugins/codex/skills/openloomi-api/SKILL.md",
    "plugins/codex/skills/openloomi-connectors/SKILL.md",
    "plugins/codex/skills/openloomi-feature-guide/SKILL.md",
    "plugins/codex/skills/openloomi-install/SKILL.md",
    "plugins/codex/skills/openloomi-loop/SKILL.md",
    "plugins/codex/skills/openloomi-memory/SKILL.md",
    "plugins/codex/skills/openloomi-pet/SKILL.md",
    "plugins/codex/skills/openloomi-setup/SKILL.md",
    "plugins/codex/skills/openloomi-tour/SKILL.md",
    "plugins/codex/skills/openloomi/SKILL.md",
    "skills/agent-browser/SKILL.md",
    "skills/composio/SKILL.md",
    "skills/cua-driver/SKILL.md",
    "skills/docx/SKILL.md",
    "skills/find-skills/SKILL.md",
    "skills/frontend-design/SKILL.md",
    "skills/openloomi-api/SKILL.md",
    "skills/openloomi-connectors/SKILL.md",
    "skills/openloomi-feature-guide/SKILL.md",
    "skills/openloomi-goals/SKILL.md",
    "skills/openloomi-lifestyle-image/SKILL.md",
    "skills/openloomi-loop/SKILL.md",
    "skills/openloomi-memory/SKILL.md",
    "skills/openloomi-setup/SKILL.md",
    "skills/openloomi/SKILL.md",
    "skills/pdf/SKILL.md",
    "skills/pptx/SKILL.md",
    "skills/skill-creator/SKILL.md",
    "skills/ui-ux-pro-max/SKILL.md",
    "skills/weather/SKILL.md",
    "skills/xlsx/SKILL.md"
  ],
  "skillMdFetched": 46
}