AI TOOLS/AI 工具
Snailclimb/AIGuide
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
怎么装：Install: npx skills add Snailclimb/AIGuide --path skills/drawio-chart
02 / 现在的位置02 / Why now
首次发现FIRST SEEN
03 OCT 202603 OCT 2026
增长GROWTH
+1.7%+1.7%
662 → 673 stars · 7 个快照662 → 673 stars · 7 snapshots
状态STATUS
长期未更新Not updated
03 / 它能帮你做什么03 / What it helps you do
04 / 安装04 / Install
$ 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
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
未知Unknown
静态扫描STATIC SCAN
在 README、SKILL.md 和依赖清单中没有匹配到已知风险模式。No known risk patterns matched in the README, SKILL.md or dependency list.这不等于安全that does not mean it is safe，只能说明文档里没写。 — only that the docs do not mention it.
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.
{
"agents": [
{
"agent": "claude-code",
"evidence": "readme: …、Agent、RAG、MCP、Prompt、评测、系统设计、Claude Code、Codex 这些做应用时会真正用到的东西。 如果你本来是…"
},
{
"agent": "claude-desktop",
"evidence": "readme: …tml)：用长上下文和编码模型处理更完整的工程任务。 - [Claude Desktop 接入第三方模型实战：用 CC Switch 打通 Deep…"
}
],
"apiKey": null,
"docker": null,
"taxonomy": {
"scores": {
"design": 1,
"ai-tools": 11,
"dev-tools": 0,
"indie-web": 0,
"skill-agent": 10,
"productivity": 3
},
"primary": "ai-tools",
"secondary": null
},
"localRuntime": null,
"skillMdTotal": 2,
"skillMdErrors": [],
"treeTruncated": false,
"categoryScores": {
"data": 4,
"agent": 0,
"media": 0,
"design": 2,
"browser": 0,
"devtool": 0,
"security": 1,
"marketing": 0,
"productivity": 1
},
"classification": [
{
"signal": "2 SKILL.md with name + description",
"weight": 0.95
},
{
"signal": "skills/ directory with 11 markdown files",
"weight": 0.75
},
{
"signal": "README describes a Claude / Agent Skill",
"weight": 0.7
},
{
"signal": "MCP topic + README",
"weight": 0.6
},
{
"signal": "description mentions AI",
"weight": 0.2
}
],
"scannedSources": [
"readme",
"skills/drawio-chart/SKILL.md",
"skills/java-coding-standards/SKILL.md"
],
"skillMdFetched": 2
}