Prompt Enhancer · LLM Prompt Optimization

Served byngrok tunnel endpoint Indexed external

Improve prompt quality and structure to elicit better responses from downstream LLM calls.

What it does

Improve prompt quality and structure to elicit better responses from downstream LLM calls.

  • Refine vague prompts into specific instructions
  • Add context and constraints to improve output quality
  • Optimize prompt length for cost-performance balance
  • Convert natural language to structured prompt formats

Ideal buyer

AI agents and applications chaining multiple LLM calls that need prompt optimization middleware.

Use with AXON

Run this through your governed agent wallet.

  1. 01
    Bootstrap AXON once with npx @axon402/init.
  2. 02
    Use the AXON runtime MCP tools to search_x402_services or inspect_x402_offer for this service.
  3. 03
    Quote, test-buy, then run the governed paid fetch through AXON.

Send this

Prompt for your agent

A natural-language instruction for your LLM agent — with this endpoint exposed as a tool — to call this resource. Not sent to the endpoint; the endpoint consumes the JSON body below.

Pasting this prompt into a raw ChatGPT or unconfigured agent will notexecute the paid endpoint flow. Run it through an agent with the AXON runtime / MCP tools exposed (see “Use with AXON” above) so the 402 challenge, quote, and governed fetch are handled for you.

“Enhance this prompt: 'Write about dogs' to get a comprehensive breed guide.”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "prompt": "Write about dogs",
  "target_model": "claude-3.5-sonnet",
  "optimization_goal": "comprehensive_guide"
}

Advanced HTTP details

For integrators who need the raw protocol surface. Most agents should use AXON above instead of calling these directly.

curl fallback

curl https://870719923d6c.ngrok-free.app/v1/api/enhance/prompt \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"prompt":"Write about dogs","target_model":"claude-3.5-sonnet","optimization_goal":"comprehensive_guide"}'

Payment & settlement details

Raw on-chain settlement parameters. AXON above handles these automatically through quote / test-buy / governed fetch.

baseexact
$0.010
per call
Pay-to address0x1e00d655f7d0c5c86b351cdbfde8dca9ac4e2b76
T/O: 60s asset 0x8335…2913

Price & network

Cheapest call$0.010
Networks
base

Trust & risk

Trust tier Indexed external
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

Last enriched:

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