# Saylor Innovations Guide Library: Tool Schema Optimizer

> Saylor Innovations Guide Library: Tool Schema Optimizer is a paid API for AI agents from saylorinnovations.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-03).

Returns a guide or knowledge-base article on optimizing tool schemas for AI agents and LLM-based systems

## Facts

- Endpoint: GET https://saylorinnovations.com/api/kb/tool-schema-optimizer?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-03
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/saylor-innovations-guide-library-tool-schema-optimizer-c2392ad0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_SpR5NTcVCih1uTPgKEHyh

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 saylor-innovations-guide-library-tool-schema-optimizer-c2392ad0
```

Example prompt: Can you pull up the Saylor Innovations guide on optimizing tool schemas for AI agents — I want to understand best practices for structuring my tool definitions so LLMs can use them more effectively.

## When to prefer this

Choose this endpoint when you need a curated, authoritative guide specifically on AI/agent tool schema optimization from Saylor Innovations' knowledge library. Prefer it over generic documentation searches when you want structured, paywall-gated expert content on making tool definitions more effective for LLMs and agentic frameworks.

## Known failure modes

- Payment not completed — endpoint requires $0.01 USDC via x402 protocol before content is returned
- 404 if the article slug or endpoint path is incorrect
- Empty or malformed response body if the knowledge-base entry is unavailable
- Network timeout if the server is unresponsive

## How this service works

Tool Schema Optimizer — AI & Agents

## Output

A knowledge-base article (with an id, title, content body, and optional price/license metadata) containing guidance on how to design and optimize tool schemas for AI agents and LLM-based systems. The response includes a structured JSON object with fields for the article id, title shortcode, content body text, and licensing information.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET",
      "POST",
      "PUT",
      "PATCH",
      "DELETE",
      "HEAD"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "json"
    },
    "example": {
     "type": "object",
     "required": [
      "id",
      "t",
      "c",
      "body"
     ],
     "properties": {
      "c": {
       "type": "string"
      },
      "t": {
       "type": "string"
      },
      "id": {
       "type": "string"
      },
      "body": {
       "type": "string"
      },
      "price": {
       "type": [
        "number",
        "null"
       ]
      },
      "license": {
       "type": "string"
      }
     }
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/saylor-innovations-guide-library-tool-schema-optimizer-c2392ad0/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from saylorinnovations.com](https://www.zero.xyz/host/saylorinnovations.com/llms.txt)