python

Framework files for use with popular python macadmin toolsets

A new way for AI to search for data

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Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 69b38db408 (2026-10-23).

Selected work

Graham Gilbert
@grahamgilbert

“Remove compromised emSign trust from framework and pip bootstrap”. 3 files, 161 lines in the project root.

Licence

The repository

Apache-2.0

Checked by a person at the pinned commit.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-10-23. 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

Example questions

Where does python handle “Remove compromised emSign trust from framework and pip bootstrap”?

The prompt

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

Search the GitHub repository macadmins/python with XERJ (https://hub.xerj.org/corpus/macadmins--python).
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/macadmins/python python && git -C python checkout 69b38db4089954214b0c09463f34edcf84663c9f
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./python --url http://127.0.0.1:9200 --prefix python --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: Apache-2.0. Keep the copyright notice and credit the authors.

Graham Gilbert API design and specification corpora

Selected work and consent: the XERJ registry.