ai-core/chat-experience

ai-core/chat-experience is a skill for Claude Code from TanStack/ai. It costs 78 tokens per session (8,893 once invoked), scanned A, original, MIT.

A development guide for building a complete chat feature, including the server endpoint, streamed replies, client-side message handling, and displays for multimodal content and reasoning.

In plain words
What is it for?
It helps add streaming chat to a TanStack application using chat APIs, server-sent events, a React chat hook, message-part rendering, and connection adapters.
Why use it?
It brings the connected server, browser interface, message formats, loading states, and connection handling into one implementation path.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the tanstack-ai plugin — 47 skills shipped together

Good fit It helps add streaming chat to a TanStack application using chat APIs, server-sent events, a React chat hook, message-part rendering, and connection adapters.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tanstack/ai/chat-experience
About the project

TanStack AI is a TypeScript SDK for building applications that stream AI responses, call tools, run agents, produce structured output, and handle multimodal or realtime interactions. Developers use it across frameworks and AI providers through shared typed interfaces and provider adapters. The catalogue entries are add-ons for working with this SDK.

TanStack/ai · 3,245 stars · on GitHub · tanstack.com

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.

Any agent
npx skills add TanStack/ai --skill chat-experience
Clone the repo
git clone --depth 1 https://github.com/TanStack/ai

Made for: Claude Code.

Or install tanstack-ai, the plugin that ships this one along with the rest of its 47 skills.

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-core/chat-experience

README.md
[![agentmods](https://agentmods.dev/badge/skills/tanstack/ai/chat-experience/github.svg)](https://agentmods.dev/skills/tanstack/ai/chat-experience)
Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-core/chat-experience

Your own site · 80×15
<a href="https://agentmods.dev/skills/tanstack/ai/chat-experience"><img src="https://agentmods.dev/badge/skills/tanstack/ai/chat-experience.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,893 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Prompt Injection · line 391
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Agent Snooping · line 767
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
How audits are shown
Origin original No closer match found 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 5.1 $0.00078 $0.08893
Opus 5.5 $0.00031 $0.03557
Sonnet 5.5 $0.00016 $0.01779
Haiku 4.5 $0.00008 $0.00889

Measured 2d ago against content hash 63c696d25e83, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-core/chat-experience scanned grade A with 1 finding 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 2d ago.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Call `server.fetch(request)` in your HTTP route.
packages/ai/skills/ai-core/chat-experience/SKILL.md · 1,085 lines

How it starts

The opening of the file, as written. The whole thing — 1,085 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Chat Experience

This skill builds on ai-core. Read it first for critical rules.

Setup — Minimal Chat App

Server: API Route (TanStack Start)

// src/routes/api.chat.ts
import { createFileRoute } from '@tanstack/react-router'
import { chat, toServerSentEventsResponse } from '@tanstack/ai'
import { openaiText } from '@tanstack/ai-openai'

export const Route = createFileRoute('/api/chat')({
  server: {
    handlers: {
      POST: async ({ request }) => {
        const abortController = new AbortController()
        const body = await request.json()
        const { messages } = body

        const stream = chat({
          adapter: openaiText('gpt-5.5'),
          messages,
          threadId: body.threadId,
          systemPrompts: ['You are a helpful assistant.'],
          abortController,
        })

        return toServerSentEventsResponse(stream, { abortController })
      },
    },
  },
})

Client: React Component

// src/routes/index.tsx
import { useState } from 'react'
import { useChat, fetchServerSentEvents } from '@tanstack/ai-react'
import type { UIMessage } from '@tanstack/ai-react'

function ChatPage() {
  const [input, setInput] = useState('')

  const { messages, sendMessage, isLoading, error, stop } = useChat({
    connection: fetchServerSentEvents('/api/chat'),
    threadId: 'support-42',
  })

  const handleSubmit = () => {
    if (!input.trim()) return
    sendMessage(input.trim())
    setInput('')
  }

  return (
    <div>
      <div>
        {messages.map((message: UIMessage) => (
          <div key={message.id}>
            <strong>{message.role}:</strong>
            {message.parts.map((part, i) => {
              if (part.type === 'text') {
                return <p key={i}>{part.content}</p>
              }
              return null
            })}
          </div>
        ))}
      </div>

      {error && <div>Error: {error.message}</div>}

      <div>
        <input
          value={input}
          onChange={(e) => setInput(e.target.value)}
          onKeyDown={(e) => {
            if (e.key === 'Enter' && !e.shiftKey) {
              e.preventDefault()
              handleSubmit()
            }
          }}
          disabled={isLoading}
          placeholder="Type a message..."
        />
        {isLoading ? (
          <button onClick={stop}>Stop</button>
        ) : (
          <button onClick={handleSubmit} disabled={!input.trim()}>
            Send
          </button>
        )}
      </div>
    </div>
  )
}

Read the full file on GitHub · 1,085 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. 2d ago Changed · +61 lines 63c696d25e83
  2. 11d ago Changed · +6 lines f2f2766f5066
  3. 12d ago Changed · -5 lines 5e80a8ecc38e
  4. 16d ago Changed · +1 lines 555ae13923a6
  5. 27d ago Changed · +120 lines ebcbd5ed34ce
  6. 1mo ago Changed · +14 lines fb462fb9d15a
  7. 1mo ago Changed · +120 lines 9d73067a34a4
  8. 1mo ago First seen · 768 lines · 78 tokens per session scan A 48625b5612ce

Subscribe to this mod's changes

ai-core/chat-experience is a skill published in the GitHub repository TanStack/ai (3,245 stars, last pushed yesterday), licensed MIT. It adds 78 tokens to every session and 8,893 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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