SKILLS & AGENTS/Skill 与 Agent

ANOLISA

agentic-os-org/ANOLISA

从内核到 token 账单，全程看清每个 agent 动作，还能把 token 成本压下来Watch your agent run from kernel to token bill, then watch the bill shrink

给 AI 代理用的操作系统，带运行、安全、监控和减少 token 消耗的压缩功能。ANOLISA is an agentic operating system that gives you kernel-level visibility and cuts token costs.

打开仓库Open repository 官网Homepage 上升中Rising

怎么装：Install: curl -fsSL https://get.agentic-os.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

03 OCT 202603 OCT 2026

增长GROWTH

+0.8%+0.8%

658 → 663 stars · 7 个快照658 → 663 stars · 7 snapshots

状态STATUS

持续活跃Active

质量 B+Quality B+

近 7 天有 844 次提交，项目正处在非常活跃的开发期，现在跟进能赶上早期变化。Active project with 663 stars and 844 commits in the last week

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

01
用ANOLISA压缩token消耗，省成本
02
用cosh进入AI原生终端干活
03
用anolisa一条命令装好各项功能
04
用code-scanner扫出代码里的安全隐患
05
用能自己干活的程序sight-code-review检查代码问题

01
See helpers actions from kernel to token bill
02
Cut token usage with response compression
03
Catch changed helpers before they run
04
Install and manage helpers runtime and security
05
Monitor token spending and savings

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.

NPX

$

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.

文档给出的安装命令是 curl -fsSL https://get.agentic-os.sh | bash，之后继续按文档运行 anolisa install 等命令。Install by running a curl command that pipes to bash, then use the anolisa command to add components.

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/agentic-os-org/ANOLISA
原始数据哈希Raw data hash: f0a0243dc2b267570d879e8853c459eb
解析时间Parsed at: 2026-10-09T23:29:29.212Z
最后一次验证Last verified: 2026-10-09T22:11:00.411Z
增长测量时间Growth measured: 2026-10-09T23:31:46.317Z
发现查询Discovery queries: focus:token:repo:topic-context-engineering, focus:token:repo:topic-token-optimization
分类来源Category source: rules
焦点Focus

静态扫描STATIC SCAN

01执行远程脚本Runs a remote scriptreadme
```
curl -fsSL https://get.agentic-os.sh | bash
```
02执行远程脚本Runs a remote scriptsrc/os-skills/ai/install-claude-code/SKILL.md
```
curl -fsSL https://claude.ai/install.sh | bash
```

03需要系统权限Needs system permissionsreadme

sudo anolisa --install-mode system install cosh-ng

04需要系统权限Needs system permissionssrc/os-skills/ai/install-claude-code/SKILL.md

Do NOT use `sudo npm install -g` — it causes permission issues. If you get `EACCES` errors, fix npm prefix:

05控制浏览器Controls a browsersrc/os-skills/ai/install-hermes/SKILL.md

> - 脚本默认**最小安装**（跳过 daytona/playwright/WhatsApp 等重型组件），安装速度快

06执行 Shell 命令Runs shell commandssrc/os-skills/devops/sysom-diagnosis/SKILL.md
```
allowed-tools: Bash
```
07读写本地文件Reads and writes local filessrc/os-skills/others/humanizer/SKILL.md
```
allowed-tools: Write
```
08读写本地文件Reads and writes local filessrc/os-skills/others/humanizer/SKILL.md
```
allowed-tools: Edit
```
09执行 Shell 命令Runs shell commandssrc/os-skills/others/xlsx/SKILL.md
```
allowed-tools: Bash
```

静态扫描发现高风险：安装命令会直接执行远程脚本（curl -fsSL ... | bash），存在供应链风险；此外还有需要系统权限、允许执行Shell命令等中风险项。建议先审阅脚本内容并在隔离环境验证后再执行。The static scan found high-risk patterns: the install script executes remote code via curl piped to bash, and there are commands that require system privileges. This means you should review the script before running it and be cautious with sudo usage.

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

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    {
      "agent": "claude-code",
      "evidence": "readme: …ble> ### Try Token-less with Claude Code in 3 minutes Install Token-l…"
    },
    {
      "agent": "claude-ai",
      "evidence": "src/os-skills/ai/install-claude-code/SKILL.md: …* ```bash curl -fsSL https://claude.ai/install.sh | bash ``` 官方推荐方式…"
    },
    {
      "agent": "copilot",
      "evidence": "src/os-skills/ai/install-hermes/SKILL.md: …th 类型**（Nous Portal / Codex / GitHub Copilot / Anthropic / Google Gemini）:…"
    },
    {
      "agent": "opencode",
      "evidence": "src/os-skills/ai/install-tokenless/SKILL.md: …codex, hermes, openclaw, # opencode, qoder, qwencode, qwenpaw). b…"
    },
    {
      "agent": "claude-desktop",
      "evidence": "src/os-skills/ai/setup-mcp/SKILL.md: …帮用户在 cosh 中配置 MCP 服务器。 用户经常从 Claude Desktop、VS Code、GitHub README 等地方复制 M…"
    },
    {
      "agent": "vscode",
      "evidence": "src/os-skills/ai/setup-mcp/SKILL.md: …CP 服务器。 用户经常从 Claude Desktop、VS Code、GitHub README 等地方复制 MCP 配置粘贴过…"
    }
  ],
  "apiKey": "ncs.com/apps/anthropic\", \"ANTHROPIC_AUTH_TOKEN\": \"YOUR_API_KEY\", \"ANTHROPIC_MODEL\"",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 1,
      "dev-tools": 4,
      "indie-web": 0,
      "skill-agent": 3,
      "productivity": 6
    },
    "primary": "skill-agent",
    "secondary": null
  },
  "localRuntime": "ct` 模式依赖 L2 模型，模型不会自动下载，需先执行 `ollama pull modelscope.cn/ANOLISA/Qwen3Guard-G",
  "skillMdTotal": 42,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 0,
    "agent": 10,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 2,
    "security": 6,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "42 SKILL.md with name + description",
      "weight": 0.95
    }
  ],
  "scannedSources": [
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    "src/agent-sec-core/skills/code-scanner/SKILL.md",
    "src/agent-sec-core/skills/pii-checker/SKILL.md",
    "src/agent-sec-core/skills/prompt-scanner/SKILL.md",
    "src/agent-sec-core/skills/security-observability/SKILL.md",
    "src/agent-sec-core/skills/skill-ledger/SKILL.md",
    "src/agentsight/develop-skills/agentsight-auto-format/SKILL.md",
    "src/agentsight/develop-skills/agentsight-bugfix/SKILL.md",
    "src/agentsight/develop-skills/agentsight-code-review/SKILL.md",
    "src/agentsight/develop-skills/agentsight-pr-body/SKILL.md",
    "src/cosh-ng/skills/manage-task-checkpoints/SKILL.md",
    "src/os-skills/ai/install-claude-code/SKILL.md",
    "src/os-skills/ai/install-hermes/SKILL.md",
    "src/os-skills/ai/install-openclaw/SKILL.md",
    "src/os-skills/ai/install-qwenpaw/SKILL.md",
    "src/os-skills/ai/install-tokenless/SKILL.md",
    "src/os-skills/ai/qwenpaw-usage/SKILL.md",
    "src/os-skills/ai/setup-mcp/SKILL.md",
    "src/os-skills/aliyun/aliyun-ecs/SKILL.md",
    "src/os-skills/devops/github/SKILL.md",
    "src/os-skills/devops/kernel-dev/SKILL.md",
    "src/os-skills/devops/sysom-agentsight/SKILL.md",
    "src/os-skills/devops/sysom-diagnosis/SKILL.md",
    "src/os-skills/others/anolisa-guide/SKILL.md",
    "src/os-skills/others/anolisa-register/SKILL.md",
    "src/os-skills/others/clawhub-skill-mng/SKILL.md",
    "src/os-skills/others/cosh-guide/SKILL.md",
    "src/os-skills/others/humanizer/SKILL.md",
    "src/os-skills/others/image-gen/SKILL.md",
    "src/os-skills/others/pdf-reader/SKILL.md",
    "src/os-skills/others/xlsx/SKILL.md",
    "src/os-skills/security/alinux-cve-query/SKILL.md",
    "src/os-skills/system-admin/alinux-admin/SKILL.md",
    "src/os-skills/system-admin/backup-restore/SKILL.md",
    "src/os-skills/system-admin/ktuner/SKILL.md",
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    "src/os-skills/system-admin/shell-scripting/SKILL.md",
    "src/os-skills/system-admin/storage-resize/SKILL.md",
    "src/os-skills/system-admin/upgrade-alinux-kernel/SKILL.md",
    "src/skillfs/docs/skills/skillfs-mount/SKILL.md",
    "src/ws-ckpt/src/skills/ws-ckpt/SKILL.md"
  ],
  "skillMdFetched": 42
}