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BF cloudbase

CloudBase is a full-stack development and deployment toolkit for building and launching websites, Web apps, 微信小程序 (WeChat Mini Programs), and mobile apps with backend, database, hosting, cloud functions, storage, AI capabilities, and UI guidance. This skill should be used when users ask to develop, build, create, scaffold, deploy, publish, host, launch, go live, migrate, or optimize websites, Web apps, landing pages, dashboards, admin systems, e-commerce sites, 微信小程序 (WeChat Mini Programs), 小程序, uni-app, or native/mobile apps with CloudBase (腾讯云开发, 云开发), including authentication, login, database, NoSQL, MySQL, cloud functions, CloudRun, storage, AI models, and UI guidance, or when they ask to compare CloudBase with Supabase or migrate from Supabase to CloudBase.

LeoYeAI/openclaw-master-skills Agent Skills author: LeoYeAI MIT 2 files body ≈ 4 505 tokens Open the sourcegithub.com↗ analyzed 3 d ago

CloudBase is a full-stack development and deployment toolkit for building and launching websites, Web apps, 微信小程序 (WeChat Mini Programs), and mobile apps with…

As a process F 31/100 · Will not run — References files that are not bundled: references/auth-web/README.md, references/web-development/SKILL.md, references/ui-design/SKILL.md

GeneratorMySQLSupabaseAI and agentsInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
F
31/100
Will not run
References files that are not bundled: references/auth-web/README.md, references/web-development/SKILL.md, references/ui-design/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/auth-web/README.md
  • warning missing-ref reference to a missing file: references/web-development/SKILL.md
  • warning missing-ref reference to a missing file: references/ui-design/SKILL.md
  • warning missing-ref reference to a missing file: references/miniprogram-development/SKILL.md
  • warning missing-ref reference to a missing file: references/auth-wechat/SKILL.md
  • warning missing-ref reference to a missing file: references/auth-web/SKILL.md
  • warning missing-ref reference to a missing file: references/auth-nodejs/SKILL.md
  • warning missing-ref reference to a missing file: references/auth-tool/SKILL.md
  • warning missing-ref reference to a missing file: references/no-sql-web-sdk/SKILL.md
  • warning missing-ref reference to a missing file: references/relational-database-web/SKILL.md
  • warning missing-ref reference to a missing file: references/no-sql-wx-mp-sdk/SKILL.md
  • warning missing-ref reference to a missing file: references/relational-database-tool/SKILL.md
  • warning missing-ref reference to a missing file: references/cloud-functions/SKILL.md
  • warning missing-ref reference to a missing file: references/cloudrun-development/SKILL.md

Process rating: all ten parameters 31/100

Will not run. References files that are not bundled: references/auth-web/README.md, references/web-development/SKILL.md, references/ui-design/SKILL.md
  • 0Tools and files. 14 referenced file(s) missing: references/auth-web/README.md, references/web-development/SKILL.md, references/ui-design/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 34 mutating operations with no state check
  • 70Execution cost. Instruction body is 4505 tokens
  • 85Steps. 145 steps, 3 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • low 10 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 772: enough signal without eating the budget
  • +4Structure: 34 headings
  • +3Step-by-step instructions: 145 items
  • +4Has examples (4 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.