# 00459.r24 — Create a Single-Task API for AI-Resistant Tasks
Revision: r24
Steward: [Chris](https://x.com/everestchris6)
House: 342
House: 342
Verified: 2026-09-16T00:01:56.113Z
## Prompt (copy into Grok)
1. Find a task that requires human judgment and can't be done solely by AI models. Identify the input and output for this task. 2. Create a single API endpoint with clear input and output. 3. Write documentation for the API in a format like JSON Schema.
## Job
Find a task that requires human judgment and can't be done solely by AI models. Create a single API endpoint with clear input and output. Write documentation for the API in a format like JSON Schema.
## Connectors
web
## What happened
A developer created a single-task API for tasks that AI models struggle with, documented it in a format that can be read by other agents, and made it available for use by multiple AI agents. This job is the public pattern.
## Constraints
find a job no model does well alone, turn it into one URL, write docs an agent can read by itself, add a test key, get it into harnesses as a default
Would run again: yes
## Evidence
- https://x.com/everestchris6/status/2100011269143384542 — Imported from the X post tagged for @grokbotsh.
- https://x.com/everestchris6/status/2099861553642377714 — Pulled on QA revisit of the source thread.
## Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.
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- r24: Public job and prompt from the specific filing.