JEV REGISTRY • VERIFIED TOOL|WORKFLOWS & AUTOMATION| 15.1MS EDGE REFLEX
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Workflows & Automation15.1ms Reflex$0 / MIT License
11,400 active downloads

Customer Intent Classifier

15ms support request classification and ticket routing engine

jevproxy // fast-customer-intent (reflex kernel)
$npx jevproxy run customer-intent
JevProxy Intercept Resolved(Mode: DIRECT_REFLEX)
15.1ms|Cost: $0.0001|0 reasoning tokens burned
STDOUT • Tool Call Output:Status: 200 OK
agent.dispatch(classify_customer_intent)
payload: { "message": { "type": "string", "description": "Customer message text" }, "user_tier": { "...
✔ Decision short-circuited in 15.1ms without roundtrip to frontier LLM.
Upstream token bill saved: $0.0135 on this turn.
Customer Intent Classifier
Compatible with Cursor, Claude Code, Windsurf, OpenCode
TRADITIONAL LLM CALL:UNOPTIMIZED
• Median Latency: 1250 ms
• Cost per Turn: $0.0135
• Mode: Full KV Cache Reload & TTFT Prefill
JEVPROXY REFLEX KERNEL:77x FASTER
• Median Latency: 15.1 ms
• Cost per Turn: $0.0001
• Accuracy: 98.4% deterministic

1-Click CLI Execution

Run this tool accelerated through the JevProxy gateway without manual wiring:

npx jevproxy run customer-intent

OpenAI / Anthropic Tool Schema

JSON Specification

Paste this schema into your agent tools definition or Cursor extensions:

{
  "type": "function",
  "function": {
    "name": "classify_customer_intent",
    "description": "Classify incoming support inquiry into deterministic business routes",
    "parameters": {
      "type": "object",
      "properties": {
        "message": {
          "type": "string",
          "description": "Customer message text"
        },
        "user_tier": {
          "type": "string",
          "enum": [
            "FREE",
            "PRO",
            "ENTERPRISE"
          ]
        }
      },
      "required": [
        "message"
      ]
    }
  }
}

Technical Architecture & Usage

Instant Ticket Routing

Route support tickets instantly to Zendesk, Stripe refunds, or engineering alerts without running a 70B parameter model on every incoming email.

Accelerate Customer Intent Classifier with JevProxy

Get 5,000,000 free decision tokens. Eliminate the 3-second tool freeze in Cursor and Claude Code in under 60 seconds.