# AgentDiet LLM Documentation Distillation Generator

> AgentDiet LLM Documentation Distillation Generator is a paid API for AI agents from x402-audit-72343955726.us-central1.run.app, paid per call via x402, $0.015/call, status unknown (last checked 2026-10-18).

Fetches and distills web or documentation content into compressed, agent-ready markdown with token efficiency metrics

## Facts

- Endpoint: GET https://x402-audit-72343955726.us-central1.run.app/v1/llms-generator?utm_source=zero.xyz
- Price: $0.015/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-18
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agentdiet-llm-documentation-distillation-generator-57090e8d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_fNtmUAPxUekRCMAspoKG0

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability agentdiet-llm-documentation-distillation-generator-57090e8d
```

Example prompt: Can you distill the documentation at https://docs.example.com into clean agent-ready markdown and tell me how many tokens it saves compared to the raw version?

## When to prefer this

Choose this endpoint when an AI agent needs to ingest external web or documentation content while minimizing token consumption and cost. It is especially useful for pipelines where the same documentation is repeatedly referenced, where context windows are constrained, or where quantified token savings (ROI metrics) are needed to justify preprocessing costs. Prefer it over raw web scraping when the output must be immediately usable as agent context without further cleaning.

## Known failure modes

- URL is unreachable or returns non-200 — content cannot be fetched
- Source page is behind authentication or bot protection — distillation blocked
- Content is too short or already minimal — low compression ratio returned
- Payment of 0.015 USDC via x402 not completed — HTTP 402 returned
- Source content is binary/media-only with no extractable text — empty or error response

## How this service works

15-App Autonomous Business-to-Agent (B2A) API Hub & MCP Suite. Supports Web Distillation, On-Chain Risk, DEX Token Intelligence, B2B Lead Enrichment, Domain OSINT, Email Verification, SEC Filings, GitHub Audits, Prompt Firewall, and native HTTP 402 (x402 Base USDC).

## Output

Returns a JSON object containing distilled markdown content with a title and mode field, plus ROI proof metrics including raw token count, distilled token count, tokens saved, compression ratio percentage, and ROI multiplier — quantifying exactly how much token overhead was eliminated.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "url"
   ],
   "properties": {
    "url": {
     "type": "string",
     "minLength": 1,
     "description": "Website URL to crawl and generate a ready-to-consume /llms.txt manifest for"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "status",
    "roi_proof",
    "data"
   ],
   "properties": {
    "data": {
     "type": "object"
    },
    "status": {
     "type": "string"
    },
    "roi_proof": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "data": {
   "mode": "markdown",
   "title": "Example Documentation",
   "content": "# Example Documentation\nClean agent-ready markdown..."
  },
  "status": "ok",
  "roi_proof": {
   "raw_tokens": 14200,
   "tokens_saved": 13520,
   "roi_multiplier": 67.6,
   "distilled_tokens": 680,
   "compression_ratio_pct": 95.2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agentdiet-llm-documentation-distillation-generator-57090e8d/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from x402-audit-72343955726.us-central1.run.app](https://www.zero.xyz/host/x402-audit-72343955726.us-central1.run.app/llms.txt)