Name: cloudrun-development
Rating: 71.2 (1 reviews)
Author: TencentCloudBase

cloudrun-development

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.

Quality

87%

Does it follow best practices?

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Securityby

High

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The canonical home for this skill is cloudrun-development in TencentCloudBase/CloudBase-AI-Toolkit

Quality

Content

85%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, actionable body with concrete JSON examples, a validated deployment workflow, and clean one-level progressive disclosure. The main drag on token efficiency is the verbose standalone-install URL block and some repetition of VPC guidance.

Suggestions

Collapse the 'Standalone Install Note' to a single fallback URL per sibling reference instead of repeating each full raw URL twice.

Consolidate the VPC/VpcConf guidance (currently split across Activation Contract, How-to-use, Access guidance, Best practices, and Troubleshooting) into the inline pointer plus references/vpc-and-database.md to reduce repetition.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient (tables, checklists, compact JSON), but the 'Standalone Install Note' repeats three full raw-URL strings and the VPC guidance is restated across several sections, so it could be tightened.	2 / 3
Actionability	It provides copy-paste-ready JSON for init, run, and deploy (both with and without VpcConf), plus a concrete tool-routing table mapping each action to queryCloudRun/manageCloudRun.	3 / 3
Workflow Clarity	The numbered 'How to use this skill' deployment sequence includes a VPC checklist checkpoint and a 'Deploy and verify detail output + DB connectivity' step, and destructive delete is gated by explicit confirmation + force:true.	3 / 3
Progressive Disclosure	The body is an overview that defers VPC detail to one real, one-level-deep reference (references/vpc-and-database.md), signaled inline and enumerated in a closing 'Reference index'.	3 / 3
	Total	11 / 12 Passed

Description

90%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that pairs a clear what with an explicit 'Use this skill when' trigger and rich natural trigger terms. The only weakness is that 'development rules' under-specifies the concrete operations the skill performs.

Dimension	Reasoning	Score
Specificity	It names the domain ('CloudBase Run backend development rules (Function mode/Container mode)') and concrete scenarios (long connections, multi-language, AI agent, VPC DB migration), but frames capability as 'rules' rather than enumerating the discrete operations (init/run/deploy/inspect/debug) the skill performs.	2 / 3
Completeness	It explicitly answers both what ('CloudBase Run backend development rules (Function mode/Container mode)') and when ('Use this skill when deploying backend services that require...'), with an explicit 'Use this skill when' trigger.	3 / 3
Trigger Term Quality	It covers natural terms users would say — 'long connections', 'multi-language support', 'AI agent development', 'migrating existing/GitHub apps', and 'VPC access to MySQL/PostgreSQL/Redis' — with good breadth of variation.	3 / 3
Distinctiveness Conflict Risk	The CloudBase Run / Function-vs-Container / VPC-database niche is specific with distinct triggers, making conflict with generic skills unlikely.	3 / 3
	Total	11 / 12 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: TencentCloudBase/CloudBase-AI-Toolkit
Path: config/.claude/skills/cloudrun-development/SKILL.md
Commit: 3dcff8b

Reviewed: 1 day ago

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