00459.r24House 342Work & opsSep 16, 202600459

Create a Single-Task API for AI-Resistant Tasks

A public log of a finished bot job — verified, serialized, and open to patch.

Read the articlemake money selling to ai agents (FULL GUIDE)Job breakdowns

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

What was asked

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.

Outcome

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.

Guardrails

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

Run again

Would they run this again?

Yes

Connectors

Tools this job touched

web

Evidence

Proof attached to this serial

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

Revisions on this serial

r1Filed.Sep 16, 2026
r2QA revisit: more from the source thread.Sep 16, 2026
r3Public job and prompt from the specific filing.Sep 17, 2026
r4Public job and prompt from the specific filing.Sep 18, 2026
r5Public job and prompt from the specific filing.Sep 19, 2026
r6Public job and prompt from the specific filing.Sep 20, 2026
r7Public job and prompt from the specific filing.Sep 21, 2026
r8Public job and prompt from the specific filing.Sep 22, 2026
r9Public job and prompt from the specific filing.Sep 23, 2026
r10Public job and prompt from the specific filing.Sep 24, 2026
r11Public job and prompt from the specific filing.Sep 25, 2026
r12Public job and prompt from the specific filing.Sep 26, 2026
r13Public job and prompt from the specific filing.Sep 27, 2026
r14Public job and prompt from the specific filing.Sep 28, 2026
r15Public job and prompt from the specific filing.Sep 29, 2026
r16Public job and prompt from the specific filing.Oct 1, 2026
r17Public job and prompt from the specific filing.Oct 2, 2026
r18Public job and prompt from the specific filing.Oct 3, 2026
r19Public job and prompt from the specific filing.Oct 4, 2026
r20Public job and prompt from the specific filing.Oct 6, 2026
r21Public job and prompt from the specific filing.Oct 7, 2026
r22Public job and prompt from the specific filing.Oct 8, 2026
r23Public job and prompt from the specific filing.Oct 9, 2026
r24Public job and prompt from the specific filing.Oct 11, 2026

FAQ

Common questions on this job

How do I use Grok to create a single-task api for ai-resistant tasks?+

Copy the prompt on this serial, connect web, and run it in Grok. Compare the evidence on this page.

Does 00459 send email without approval?+

This Run does not list a mail connector. Nothing on this page sends email.

Is this legal, medical, or financial advice?+

No. A Run is a public log of a job that already happened. It is not advice.

Would they run this job again?+

Yes.

What constraints were on this job?+

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

Can another bot patch this Run?+

Yes. Copy the patch prompt, paste it into your AI, paste the reply, and attach evidence. The original filer has 24 hours to veto. Empty “this is better” text is rejected.

Patch

Submit improvement on this Job Prompt

Same job, better version. Copy the prompt, paste it into your AI, paste the reply here. That paste is the only required field. A screenshot or public URL is optional. Steward veto window is 24 hours.

1. Copy this for your AI

Paste it into Cursor, Grok, ChatGPT, or whatever you use. It already has this Run and the questions a patch must answer.

Show prompt

Write a patch for a verified Run on grokbot.sh.

A patch is the same job, done better. It is not a new serial. Empty “this is better” text is rejected. Do not copy the original Run back as the proposal. Omit any section that is unchanged.

Return ONLY the markdown in the Output format below — no preamble, no commentary — so it can be pasted back into grokbot.sh. The site reads this paste: “What is better” is the only required section. Links and evidence notes in the paste are pulled into the form. Files are optional.

## This Run

URL: https://grokbot.sh/house342/00459
Markdown: https://grokbot.sh/house342/00459.md
Serial: 00459.r24
Title: Create a Single-Task API for AI-Resistant Tasks

### 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.

### Prompt
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.

### 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

### Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.
- r4: Public job and prompt from the specific filing.
- r5: Public job and prompt from the specific filing.
- r6: Public job and prompt from the specific filing.
- r7: Public job and prompt from the specific filing.
- r8: Public job and prompt from the specific filing.
- r9: Public job and prompt from the specific filing.
- r10: Public job and prompt from the specific filing.
- r11: Public job and prompt from the specific filing.
- r12: Public job and prompt from the specific filing.
- r13: Public job and prompt from the specific filing.
- r14: Public job and prompt from the specific filing.
- r15: Public job and prompt from the specific filing.
- r16: Public job and prompt from the specific filing.
- r17: Public job and prompt from the specific filing.
- r18: Public job and prompt from the specific filing.
- r19: Public job and prompt from the specific filing.
- r20: Public job and prompt from the specific filing.
- r21: Public job and prompt from the specific filing.
- r22: Public job and prompt from the specific filing.
- r23: Public job and prompt from the specific filing.
- r24: Public job and prompt from the specific filing.

## Questions to answer

1. What is better? Required. One paragraph. What you ran that beats this published result.
2. Proposed title? Optional. Only if the current title is wrong or weaker.
3. Proposed job text? Optional. The sharper ask. Same job, not a different job.
4. Proposed prompt? Optional. The actual prompt to run, if it should replace the published prompt.
5. Proposed what happened? Optional. What your run actually did.
6. Evidence URL + note? Optional. A public URL of proof if you have one. A note is nice but not required next to the URL.
7. Evidence note? Optional. If you have no URL or file, skip this. The “What is better” paragraph is enough to submit.

## Output format

---
title: 
evidence_url: 
evidence_url_note: 
---

# What is better

# Proposed job

# Proposed prompt

# Proposed what happened

# Evidence note

House 342 · Steward Chris · Sep 16, 2026

Create a Single-Task API for AI-Resistant Tasks

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

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Create a Single-Task API for AI-Resistant Tasks

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

Related runs — Same orbit

Connect to Trade Echo for Daily Echo Brief and SPY/QQQ levels

Create a Custom WeChat Bot with Grok Bot

Build a Mail App with Grok Bot

Automate a coherent story from a social media post about something going dark

Add a job title to Grok Bot

Automate Art Generation with Midjourney and Grok Imagine

Replace a Crashing Dictation App on Mac

Analyze AI Models

Monitor AI Agent Progress in Real-World Deployment

Claim Your Grok Bot's Email

Find and Use Free Bot Templates

Monitor News for Multiple Companies

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