geoptimize

Deterministic content-readiness lint

A new way for AI to search for data
View on GitHub
263GitHub stars

Python, JavaScript

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit c5874cfcc8 (2026-09-17).

Selected work

Te Hsu Wang
@cucuwang

“add playful geoptimize video preview”. 7 files, 658 lines in marketing.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-13. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

ai-searchai-seoclaude-code-skillgenerative-engine-optimizationjson-ldllms-txtseostructured-data

Example questions

The prompt

Paste it into your AI agent. It clones cucuwang/geoptimize at the pinned commit and indexes it on your machine.

Search the GitHub repository cucuwang/geoptimize with XERJ (https://hub.xerj.org/corpus/cucuwang--geoptimize).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/cucuwang/geoptimize geoptimize && git -C geoptimize checkout c5874cfcc8d335470f6a09573dab444cd68c8ec5
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./geoptimize --url http://127.0.0.1:9200 --prefix geoptimize --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: MIT. Keep the copyright notice and credit the authors.

Related

Selected work and consent: the XERJ registry.