cloud-api-recipe-authoring SKILL.md skillA
cloud-api-recipe-authoring from tencentcloudbase/cloudbase-ai-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tencentcloudbase/cloudbase-ai-toolkit/cloud-api-recipe-authoring@git:20261012.3666f15Pins git:20261012.3666f15 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tencentcloudbase/cloudbase-ai-toolkit
- Path
skills/cloud-api-recipe-authoring/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261012.3666f15, committed Oct 12, 2026
- First version recorded
- Sep 13, 2026
- Size
- 29,641 bytes
- Repository stars
- 1,163
- License
- MIT
Author or revise a cloud-api-operations recipe (config/source/skills/cloud-api-operations/references/recipes/). Encodes why the long tail of control-plane capabilities is deliberately NOT wrapped as MCP/CLI tools, the API-first admission test for whether a capability deserves a recipe, the negative and positive lists, the fixed recipe structure, the writing rules distilled from writing-for-agents, the user-facing copy red lines, and the product regeneration/verification pipeline. Also routes…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Cloud API Recipe Authoring 目标：让**「AI 可以 100% 操作云开发」**可验证 —— 每个高频管控面场景都有一篇能照着跑通的 recipe，且每篇都建立在**公开 API** 之上。 ## When to use - 新增一篇 recipe，或修改现有一篇 - 判断某个能力**该不该**进 recipe 集（准入） - 更新 `config/source/skills/cloud-api-operations/references/recipes/README.md` 的目录表与状态列 - 复核已有 recipe 是否仍满足准入（Action 是否已公开、是否已被专用 MCP 工具覆盖） - 有人（或他的 Agent）要提交一篇 recipe —— 把 `./references/contributing.md` 给他 ## 为什么不全部封装进 MCP / CLI（分工原则） 产品排期里「对外开放 API」通常不优先，于是有一个固定落差：**控制台上了功能，AI 却操作不了**。因果链是单向的 —— 没有公开 API，CLI / MCP 就无从封装，AI 只能用鼠标。 补齐落差有两条路，我们不走「全都封装」那条： | 做法 | 代价 | | --- | --- | | 把能力都补成 API、再全部封装成工具 | 工具面持续膨胀：模型选错工具的概率上升，工具描述吃掉上下文预算，每个工具都要跟 API 变更一起维护 | | **只封装核心，长尾走 recipe** | 要多维护一份文档，但工具面稳定，长尾能力照样能被 AI 操作 | **核心能力已经封装过了**（`query*` / `manage*` 工具家族 + CLI），剩下的大量接口**不需要**封装。一个能力该去哪： | 能力形态 | 归属 | | --- | --- | | 有公开 API + 高频核心 | 已在 MCP / CLI 工具里 —— 直接用，不要另写 recipe | | 有公开 API + 长尾（串联多 Action、有非平凡前置、有踩坑或回查义务） | **写 recipe**（本 skill） | | 有公开 API + 单接口、读文档即可调 | 既不封装也不写 recipe —— agent 现场查索引 | | **没有公开 API**（只在控制台可见） | 谁也封装不了 —— **产品缺口**，推产品先开放 API；这里也没有 recipe 可写 | 最后一行是硬约束：**没有公开 API，能力对 AI 的可用性就是 0**，这不是「我们封装得不够」的问题。 ## 准入：API first（硬门槛，先过这一关再动笔） 三条必须同时满足： …
Read the whole file at its exact version.
How to install
mdr add tencentcloudbase/cloudbase-ai-toolkit/cloud-api-recipe-authoring@sha256:d4a01e5756d8b3bfThe line at the top of this page pins the label git:20261012.3666f15, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7xm45ar5zk6eeqvq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 13, 2026 and Oct 12, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.3666f15 latest | 2026-10-12 | 3666f15 | 29,641 B | A | view · diff |
| git:20260928.91f29ce | 2026-09-28 | 91f29ce | 29,620 B | A | view · diff |
| git:20260928.311bad1 | 2026-09-28 | 311bad1 | 25,338 B | A | view · diff |
| git:20260921.fe212d3 | 2026-09-21 | fe212d3 | 19,206 B | A | view · diff |
| git:20260913.5325242 | 2026-09-13 | 5325242 | 17,218 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (29641 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tencentcloudbase/cloudbase-ai-toolkit · 1,163 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7xm45ar5zk6eeqvq GET https://markdownregistry.com/api/v1/resolve?ref=tencentcloudbase/cloudbase-ai-toolkit/cloud-api-recipe-authoring GET https://markdownregistry.com/api/v1/blob/d4a01e5756d8b3bf56ca6cca9c078a94194c4503171ad866997f68216fe73372
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.