phantom

Phantom: dual-layer programming language - structured instructions embedded in ordinary Python source

A new way for AI to search for data
View on GitHub
5GitHub stars
98commits on main
26forks
v0.1.1latest release, 2026-10-21

Python 90.6%, JavaScript 5%, Shell 3.3%, PowerShell 0.6% · created 2026-10-21 · last push 2026-10-31

What XERJ indexed

Snapshot

121 files · 509.0 KB

The whole repository at commit c2a52ece64 (2026-10-23). main is 73 commits ahead.

Selected work

汐
@Zhuyuyangyy

“Fix source line counting to match Python”. 11 files, 253 lines in src/phantom, tests.

Licence

The repository

MIT

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-26. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

clicode-generationgood-first-issuehelp-wantedlanguage-designllmopen-sourceparser

Example questions

Inside the indexed corpus

Licence on GitHub and in the corpus

GitHub reported MIT for alok-108/phantom on 2026-10-31, and the LICENSE file at commit c2a52ece64 was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.

Contributors

汐 (@Zhuyuyangyy) has 3 selected repositories on the hub.

Their other repository pages: Zhuyuyangyy/TCM-SD42-Public-Reproducibility, Zhuyuyangyy/PhytoSkill-Spark.

Using XERJ with phantom

The prompt

Paste it into your AI agent. It clones alok-108/phantom at the pinned commit and indexes it on your machine.

Search the GitHub repository alok-108/phantom with XERJ (https://hub.xerj.org/corpus/alok-108--phantom).
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/hayagrivai-labs/phantom phantom && git -C phantom checkout c2a52ece64afe7cd3693ca811de62e74cb365e51
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./phantom --url http://127.0.0.1:9200 --prefix phantom --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

Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.