ai-model-web

ai-model-web is a skill for Claude Code, Codex from TencentCloudBase/cloudbase-skills. It costs 247 tokens per session (6,138 once invoked), scanned A, a copy of ai-model-web, MIT.

A guide for calling AI models directly from browser-based applications through the CloudBase JavaScript SDK. It covers generating complete text and receiving text progressively as it is produced.

In plain words
What is it for?
Use it to add AI text generation or streaming responses to a web page, single-page app, dashboard, or browser chat interface.
Why use it?
It helps frontend developers choose the browser integration path for React, Vue, Next.js, dashboards, chat screens, and other web interfaces. It avoids adding a server proxy when the request only needs a browser call.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/tencentcloudbase/cloudbase-skills/ai-model-web
Any agent
npx skills add TencentCloudBase/cloudbase-skills --skill ai-model-web
Clone the repo
git clone --depth 1 https://github.com/TencentCloudBase/cloudbase-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-model-web

README.md
[![agentmods](https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-skills/ai-model-web.svg)](https://agentmods.dev/skills/tencentcloudbase/cloudbase-skills/ai-model-web)
Your own site
<a href="https://agentmods.dev/skills/tencentcloudbase/cloudbase-skills/ai-model-web"><img src="https://agentmods.dev/badge/skills/tencentcloudbase/cloudbase-skills/ai-model-web.svg" alt="Measured on agentmods" height="20"></a>
Per session 247 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,138 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00247 $0.06138
Opus 5 $0.00123 $0.03069
Sonnet 5 $0.00049 $0.01228
Haiku 4.5 $0.00025 $0.00614

Measured yesterday against content hash 22dc69081fbb, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ai-model-web scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to ai-model-web — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/cloudbase/references/ai-model-web/SKILL.md · 387 lines

How it starts

The opening of the file, as written. The whole thing — 387 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.

When to use this skill

Use this skill for calling AI models in browser/Web applications via @cloudbase/js-sdk.

🧭 Runtime-plane default for Web. Any time the user's request is framed around a page, a Web app, the frontend, React/Vue/Next/Nuxt, a dashboard UI, or "add AI to my H5", this skill is the default routing target. Do NOT first propose a Node.js / cloud-function / CloudRun proxy; @cloudbase/js-sdk can call the model from the browser directly. Only switch to ai-model-nodejs if the user explicitly asks for a backend/server call, image generation, or a scenario that truly needs server-side keys or long-running work. This decision is independent of which concrete model the user picks — model names (deepseek-*, glm-*, hunyuan-*, kimi-*, …) only affect the model field, not the routing plane.

Use it when you need to:

  • Integrate AI text generation into a frontend Web app
  • Stream AI responses for a better UX
  • Call Hunyuan / DeepSeek / GLM / Kimi / MiniMax models from the browser

Do NOT use for:

  • Node.js backend or cloud functions → use the ai-model-nodejs skill
  • WeChat Mini Program → use the ai-model-wechat skill
  • Image generation → use the ai-model-nodejs skill (Node SDK only)
  • Runtimes without a CloudBase SDK (native apps, Python, Go, etc.) → use the http-api-cloudbase skill (it now includes the ai_model OpenAPI spec for direct HTTP calls; do NOT build a custom HTTP proxy)

⛔ STOP — ai.createModel(...) argument is not a vendor / model name

Read this before writing any createModel(...) line. The single most common mistake when agents generate code for this SDK is hallucinating the argument. There are exactly three legal shapes. Anything else is a bug.

Read the full file on GitHub · 387 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday Changed 22dc69081fbb
  2. 4d ago First seen · 387 lines · 247 tokens per session scan A 62f4f0656b8a

Subscribe to this mod's changes

ai-model-web is a skill published in the GitHub repository TencentCloudBase/cloudbase-skills (30 stars, last pushed 2d ago), licensed MIT. It adds 247 tokens to every session and 6,138 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to ai-model-web, differing in 2 lines, and is treated as a copy.

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