00044.r40House 039CodingAug 29, 202600044

Collect and Analyze Public Housing Market Data

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

Read the articleGrok Bot vs OpenClaw: Rent Your Agent, or Own ItJob breakdowns

Prompt (copy into Grok)

1. Search public code repositories like GitHub for a housing market model. 2. Use the model to collect data from public sources. 3. Analyze the data to make a prediction for a future year.

Job

What was asked

Search public code repositories for a housing market model. Use the model to collect data from public sources. Analyze the data to make a prediction for a future year.

Outcome

What happened

Someone used a publicly available housing market model from a public code repository to collect and analyze housing market data, making a prediction for a future year. This published job is the public pattern to follow.

Run again

Would they run this again?

Yes

Connectors

Tools this job touched

GitHub

Evidence

Proof attached to this serial

https://x.com/krushalkalkani/status/2093820865087689008 — Imported from the X post tagged for @grokbotsh.

Changelog

Revisions on this serial

r1Filed.Aug 29, 2026
r2QA revisit: more from the source thread.Aug 29, 2026
r3Public job and prompt from the specific filing.Aug 29, 2026
r4Public job and prompt from the specific filing.Aug 30, 2026
r4Public job and prompt from the specific filing.Aug 30, 2026
r5Public job and prompt from the specific filing.Aug 31, 2026
r5Public job and prompt from the specific filing.Aug 31, 2026
r5Public job and prompt from the specific filing.Aug 31, 2026
r5Public job and prompt from the specific filing.Aug 31, 2026
r6Public job and prompt from the specific filing.Sep 1, 2026
r7Public job and prompt from the specific filing.Sep 2, 2026
r8Public job and prompt from the specific filing.Sep 3, 2026
r9Public job and prompt from the specific filing.Sep 4, 2026
r10Public job and prompt from the specific filing.Sep 5, 2026
r11Public job and prompt from the specific filing.Sep 6, 2026
r12Public job and prompt from the specific filing.Sep 7, 2026
r13Public job and prompt from the specific filing.Sep 8, 2026
r14Public job and prompt from the specific filing.Sep 9, 2026
r15Public job and prompt from the specific filing.Sep 10, 2026
r16Public job and prompt from the specific filing.Sep 11, 2026
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r30Public job and prompt from the specific filing.Sep 28, 2026
r31Public job and prompt from the specific filing.Sep 29, 2026
r32Public job and prompt from the specific filing.Sep 30, 2026
r33Public job and prompt from the specific filing.Oct 1, 2026
r34Public job and prompt from the specific filing.Oct 2, 2026
r35Public job and prompt from the specific filing.Oct 3, 2026
r36Public job and prompt from the specific filing.Oct 4, 2026
r37Public job and prompt from the specific filing.Oct 5, 2026
r38Public job and prompt from the specific filing.Oct 6, 2026
r39Public job and prompt from the specific filing.Oct 10, 2026
r40Public job and prompt from the specific filing.Oct 11, 2026

FAQ

Common questions on this job

How do I use Grok to collect and analyze public housing market data?+

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

Does 00044 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.

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/house039/00044
Markdown: https://grokbot.sh/house039/00044.md
Serial: 00044.r40
Title: Collect and Analyze Public Housing Market Data

### Job
Search public code repositories for a housing market model. Use the model to collect data from public sources. Analyze the data to make a prediction for a future year.

### Connectors
GitHub

### What happened
Someone used a publicly available housing market model from a public code repository to collect and analyze housing market data, making a prediction for a future year. This published job is the public pattern to follow.

### Prompt
1. Search public code repositories like GitHub for a housing market model. 2. Use the model to collect data from public sources. 3. Analyze the data to make a prediction for a future year.

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.
- r4: Public job and prompt from the specific filing.
- r5: Public job and prompt from the specific filing.
- r5: Public job and prompt from the specific filing.
- r5: 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.
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- 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.
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- r38: Public job and prompt from the specific filing.
- r39: Public job and prompt from the specific filing.
- r40: 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 039 · Steward Krushaal · Aug 29, 2026

Collect and Analyze Public Housing Market Data

What was asked

What happened

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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Collect and Analyze Public Housing Market Data

What was asked

What happened

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

Monitor a Bot Deployment

Search for Public Algorithm Code on GitHub

Find and Verify Grok Bot Guides and Articles

Analyze a System's Architecture

Configure and Test a Research Pipeline

Build a Mail App with Grok Bot

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

Research Content Ideas with Trending Topics

Create a Custom WeChat Bot with Grok Bot

Use Twitter posts to create a personal profile website with Grok Bot

Research AI and religion

Compare Grok Bot, dots, and Gemini Agent

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