Home / tencentcloudbase / cloudbase-ai-toolkit · connectors/cloudbase-intl/skills/references/cloudrun-development/SKILL.md · GitHub

cloudrun-development skillA

cloudrun-development is agent-read markdown (skill) from tencentcloudbase/cloudbase-ai-toolkit: CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, AI agent development, or migrating existing/GitHub apps that need VPC access to MySQL/PostgreSQL/Redis. Also use when diagnosing CloudRun container deploy failures (deploy_failed, readiness/probe failed, image won't start, docker.io pull loops) or a deploy stuck behind a running deploy task. For stateles.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

## Sibling skills (local only)

Sibling CloudBase skills ship beside this skill. Use local relative paths such as `../auth-tool-cloudbase/SKILL.md`.

If a referenced sibling skill file is missing from this environment, ask the user to install the full CloudBase plugin (or the missing skill). Do **not** HTTP-fetch remote skill or protocol markdown into the agent context.

**Cross-cutting protocols** (required before writing HTTP handlers or deploying images):
- Sensitive Runtime Data Protection: `../cloudbase-platform/references/protocols/sensitive-runtime-data-protection.md`
- Deployment Gate: `../cloudbase-platform/references/protocols/deployment-gate.md`

# CloudBase Run Development

## Activation Contract

### Use this first when

- The task is to initialize, run, deploy, inspect, or debug a CloudBase Run service.
- The request needs a long-lived HTTP service, SSE, WebSocket, custom system dependencies, or container-style deployment.
- The task is to create or run an Agent service on CloudBase Run.
- The task migrates an **existing / GitHub / third-party** backend that uses classic `DATABASE_URL` / TCP database clients.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add tencentcloudbase/cloudbase-ai-toolkit/cloudrun-development@v2.34.5
Exact content
mdr add tencentcloudbase/cloudbase-ai-toolkit/cloudrun-development@sha256:f5db634ab1313df4

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tupk3jzmacxz5k6c.svg)](https://markdownregistry.com/a/art_tupk3jzmacxz5k6c)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v2.34.5 latest2026-09-20 8649887 35,009 BA view · diff
v2.34.42026-09-20 bc53199 35,009 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (35009 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

GitHub

tencentcloudbase/cloudbase-ai-toolkit · 1,123 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tupk3jzmacxz5k6c
GET https://markdownregistry.com/api/v1/resolve?ref=tencentcloudbase/cloudbase-ai-toolkit/cloudrun-development
GET https://markdownregistry.com/api/v1/blob/f5db634ab1313df4881758b87b41018b99e3b9162fba356c961a4dd7325a2efa

Your agent 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.

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Every file in tencentcloudbase/cloudbase-ai-toolkit

Other files named cloudrun-development

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tencentcloudbase/cloudbase-ai-toolkit · config/.claude/skills/cloudrun-development/SKILL.md · CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services…
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tencentcloudbase/cloudbase-ai-toolkit · config/source/skills/cloudrun-development/SKILL.md · CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services…
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