Grolds-Code /

WhyLab

A persistent scientific-reasoning agent for Alexa+ that turns real-world 'why' questions into hypotheses, tests, evidence, and falsifiable…

A new way for AI to search for data
View on GitHub
2GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit fbe1786bee (2026-10-19).

Selected work

Grolds-Code
@Grolds-Code

“Harden generated evidence rules and MCP smoke test”. 3 files, 205 lines in scripts, tests, src/whylab.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-22. 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

alexa-pluscausal-inferencefastapimcpreactscientific-reasoning

Example questions

The prompt

Paste it into your AI agent. It clones Grolds-Code/WhyLab at the pinned commit and indexes it on your machine.

Search the GitHub repository Grolds-Code/WhyLab with XERJ (https://hub.xerj.org/corpus/grolds-code--whylab).
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/Grolds-Code/WhyLab WhyLab && git -C WhyLab checkout fbe1786bee5508293c57508849a4c22d91d30c17
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./WhyLab --url http://127.0.0.1:9200 --prefix whylab --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

Grolds-CodeAI, prompts and agents corporaagentscopefastmcpesbuildJohnCharlesFields/StockSignalForgedziksu/synkinemamahmoud-emad/opennotebook

Selected work and consent: the XERJ registry.