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CloudBase Run Development · tencentcloudbase | DecimalAI

devopsby tencentcloudbase

CloudBase Run Development

tencentcloudbase/cloudrun-development

Source TencentCloudBase/CloudBase-MCP ↗License MIT

CloudBase Run backend development rules (Function mode/Container mode).

SkillScore95Maintained

Automatic

DevOps & SRE pack

Last verified 8/23/2026

What it changes

Passed 20 of 21 test cases with the skill, and 7 of 21 without it.

Without skill32%

With skill95%

Checks it passed that the model alone missed

Uses queryCloudRun tool payload.
Payload uses manageCloudRun tool.
JSON payload sets trafficOp to set.

and 26 more in the full report

14 fixed7 passed either way1 still failing0 broke

Pass-rate lift: +64 pp
Tokens: +376%
Agent turns: 0%
Response time: -29%

Model gemini-3.6-flashMeasured 8/23/2026v421 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/tencentcloudbase-cloudrun-development/SKILL.md https://app.decimal.ai/s/tencentcloudbase-cloudrun-development/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add tencentcloudbase-cloudrun-development, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/tencentcloudbase-cloudrun-development/ and pins it in .decimal/skills.lock

decimalai skills add tencentcloudbase-cloudrun-development

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/tencentcloudbase-cloudrun-development/SKILL.md https://app.decimal.ai/s/tencentcloudbase-cloudrun-development/SKILL.md

Raw file: /s/tencentcloudbase-cloudrun-development/SKILL.md ↗ · machine-readable summary at /s/tencentcloudbase-cloudrun-development.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

After invoking `initEnv` to open CloudBase Run for an environment, what tool call action is used to poll the provisioning status?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses queryCloudRun tool payload.	Missed	Passed
Sets action parameter to envStatus.	Missed	Passed

case-22 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md377 lines3 files

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.
The service requires a stable independent process (long connections, custom runtime, VPC database access) — see the 「云托管 vs HTTP 云函数」 decision section below. A Dockerfile alone is not a strong trigger.

Read before writing code if

You still need to choose between Function mode and Container mode.
The prompt mentions queryCloudRun, manageCloudRun, Dockerfile, service domains, or public/private access.
The app depends on MySQL, PostgreSQL, Redis, or other VPC-private resources over TCP → also read references/vpc-and-database.md.
You are choosing between CloudRun and HTTP cloud functions for a stateless HTTP service.
Container deploy fails (deploy_failed, Pod not ready, readiness/probe failed, third-party imageUrl won't stay up) → also read references/image-deploy-troubleshooting.md and follow the Container deploy failure SOP below. Do not start by raising InitialDelaySeconds.

Then also read

Cloud functions instead of CloudRun -> ../cloud-functions/SKILL.md
Agent SDK and AG-UI specifics -> ../cloudbase-agent/SKILL.md
Web authentication for browser callers -> ../auth-web-cloudbase/SKILL.md
Existing app + TCP database networking -> references/vpc-and-database.md
Container image deploy failure / probe / deploy_failed -> references/image-deploy-troubleshooting.md

Do NOT use for

Track record

Benchmark

20 / 21

test cases passed, vs 7 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/23/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

TencentCloudBase / CloudBase-MCP

config/.claude/skills/cloudrun-development/SKILL.md

View on GitHub ↗

License MITImported 8/23/2026Version v4Bundled 2 files

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

tencentcloudbase/cloud-functionsCloudBase function runtime guide for building, deploying, and debugging your own Event Functions or HTTP Functions. This skill should be used when users need application runtime code on CloudBase, not when they are merely calling CloudBase official platform APIs.Close match+45 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Sibling skills (local only)

CloudBase Run Development

Activation Contract

Use this first when

Read before writing code if

Then also read

Do NOT use for

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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