Signal Garden

Skill 与 AgentSKILLS & AGENTS· MULTI-AGENT

lingtai

Lingtai-AI/lingtai

LingTai AI

根据公开文档整理,未运行实测;费用以项目官网为准。Based on public documentation, without runtime testing. Check the project site for pricing.

适用平台Platforms
claude-code · codex · opencode · gemini-cli
已识别的要求Documented requirements
API key · Local runtime
许可LICENSE
Apache-2.0

每周一 1 封:本周热度最高的 10 个 GitHub 新项目。免费,随时退订。One email each Monday: the 10 hottest new GitHub projects this week. Free, unsubscribe any time.

订阅即表示你同意我们按隐私政策发送每周一周刊。我们会记录这次订阅的来源页面和活动标签,这条记录不包含 IP 地址。Subscribing means you agree that we email the Monday weekly digest as described in the privacy policy. We record the referring page and campaign tag for the signup, and that record does not include an IP address. 隐私政策Privacy Policy

能力CAPABILITIES

它能帮你做成什么What it helps you do

上手GET STARTED

怎么装How to install

CURL-PIPE
curl -fsSL https://lingtai.ai/install.sh | bash

选择与你的环境对应的方式。命令来自项目文档,未运行实测。Choose the option for your environment. Commands come from project documentation and have not been run-tested.

打开项目文档Open project documentation ↗

使用限制LIMITATIONS

限制与风险Limits and risk

以下要求与风险来自文档静态检查,未执行项目代码;扫描没有命中,不代表使用安全。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
05许可LICENSE
Apache-2.0Apache-2.0
06阶段STAGE
持续活跃Active
创建于 15 MAR 2026Created 15 MAR 2026

静态扫描STATIC SCAN

  • 01执行远程脚本Runs a remote scriptreadme

    curl -fsSL https://lingtai.ai/install.sh | bash
  • 02执行远程脚本Runs a remote scripttui/internal/preset/skills/lingtai-update/reference/install/SKILL.md

    curl -fsSL https://lingtai.ai/install.sh | bash
  • 03读取 API KeyReads an API keytui/internal/preset/skills/lingtai-preset-skill/reference/openai/SKILL.md

    access key on the API-key row. Install, account management, and quota live
  • 04读写本地文件Reads and writes local filestui/internal/preset/skills/lingtai-tutorial-guide/reference/communication/SKILL.md

    - Walk through the internal message flow: human types in the TUI → TUI writes to the human/agent filesystem mailbox → agent wakes → agent re

项目动态PROJECT ACTIVITY

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

26 OCT 202626 OCT 2026

增长GROWTH

+0.6%+0.6%

508 → 511 stars · 8 个快照508 → 511 stars · 8 snapshots

状态STATUS

持续活跃Active

PROVENANCE · 这些结论的依据是什么Where these conclusions come from
来源 URLSource URL
https://github.com/Lingtai-AI/lingtai
原始数据哈希Raw data hash
4ec8e0272c51b9c55551218fc890d15a
解析时间Parsed at
2026-10-27T23:43:47.621Z
最后一次验证Last verified
2026-11-02T22:14:53.144Z
增长测量时间Growth measured
2026-10-27T23:45:56.071Z
发现查询Discovery queries
focus:token:code:save-tokens
分类来源Category source
rules
焦点Focus
token (4)
完整解析证据 JSONFull parse evidence JSON
{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "readme: …ported coding CLIs (such as **Claude Code** and **Codex**) can run as d…"
    },
    {
      "agent": "codex",
      "evidence": "readme: …ai-AI/claude-code-plugin` - **OpenAI Codex CLI** — `git clone https://gi…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …stall.sh` - **Other agents** (OpenCode, OpenClaw, Hermes, …) — vendo…"
    },
    {
      "agent": "gemini-cli",
      "evidence": "tui/internal/preset/skills/swiss-knife/SKILL.md: …Mo Code, Qwen Code, Oh-My-Pi, Gemini CLI, Aider, Goose, OpenHand…"
    }
  ],
  "apiKey": "d -rsp 'Telegram bot token: ' TELEGRAM_BOT_TOKEN; export TELEGRAM_BOT_TOKEN; echo python",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 0,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 0,
      "productivity": 2
    },
    "primary": "skill-agent",
    "secondary": "multi-agent"
  },
  "localRuntime": "install: curl-pipe, brew, git-clone, pip",
  "skillMdTotal": 66,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 2,
    "agent": 1,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 1,
    "productivity": 1
  },
  "classification": [
    {
      "signal": "60 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "README describes a Claude / Agent Skill",
      "weight": 0.7
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "dev-guide-skill/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/avatars/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/channels/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/coverage/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/headless-bot/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/initiation/SKILL.md",
    "tui/internal/preset/skills/lingtai-bot-guide/reference/operations/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/architecture/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/cache-hit-rate/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/contributing/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/debug-troubleshoot/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/gotchas/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/pr-review-deliverables/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/repo-watch/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/runtime-self-check/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/security-audit/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/setup/SKILL.md",
    "tui/internal/preset/skills/lingtai-dev-guide/reference/skill-stewardship/SKILL.md",
    "tui/internal/preset/skills/lingtai-issue-report/SKILL.md",
    "tui/internal/preset/skills/lingtai-issue-report/reference/evidence-checklist/SKILL.md",
    "tui/internal/preset/skills/lingtai-issue-report/reference/filing-flow/SKILL.md",
    "tui/internal/preset/skills/lingtai-issue-report/reference/report-template/SKILL.md",
    "tui/internal/preset/skills/lingtai-portal-guide/SKILL.md",
    "tui/internal/preset/skills/lingtai-portal-guide/reference/lifecycle-and-recording/SKILL.md",
    "tui/internal/preset/skills/lingtai-portal-guide/reference/overview/SKILL.md",
    "tui/internal/preset/skills/lingtai-portal-guide/reference/topology-and-api/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/anthropic/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/claude/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/codex/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/openai/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/operations/activation-session-refresh/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/operations/availability-save-gate/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/operations/endpoint-capabilities/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/operations/saved-presets/SKILL.md",
    "tui/internal/preset/skills/lingtai-preset-skill/reference/operations/troubleshooting-migration/SKILL.md",
    "tui/internal/preset/skills/lingtai-recipe/SKILL.md",
    "tui/internal/preset/skills/lingtai-recipe/reference/export-recipe/SKILL.md",
    "tui/internal/preset/skills/lingtai-recipe/reference/recipe-format/SKILL.md",
    "tui/internal/preset/skills/lingtai-tui-anatomy/SKILL.md",
    "tui/internal/preset/skills/lingtai-tui-help/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/agent-runtime/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/capabilities/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/communication/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/memory-and-molt/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/operations-and-graduation/SKILL.md",
    "tui/internal/preset/skills/lingtai-tutorial-guide/reference/orientation/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/detection/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/diagnosis/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/homebrew/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/install/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/mainland-china/SKILL.md",
    "tui/internal/preset/skills/lingtai-update/reference/update-tui/SKILL.md",
    "tui/internal/preset/skills/swiss-knife/SKILL.md",
    "tui/internal/preset/skills/swiss-knife/reference/academic-research/SKILL.md",
    "tui/internal/preset/skills/swiss-knife/reference/html-report/SKILL.md"
  ],
  "skillMdFetched": 60
}

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每周一 1 封:本周热度最高的 10 个 GitHub 新项目。免费,随时退订。One email each Monday: the 10 hottest new GitHub projects this week. Free, unsubscribe any time.

看第 1 期Read issue 1

订阅即表示你同意我们按隐私政策发送每周一周刊。我们会记录这次订阅的来源页面和活动标签,这条记录不包含 IP 地址。Subscribing means you agree that we email the Monday weekly digest as described in the privacy policy. We record the referring page and campaign tag for the signup, and that record does not include an IP address. 隐私政策Privacy Policy

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