Mir-Zairan /

shoga-speaks

Claude Code plugin that explains everything in your language, script and role: Roman-Urdu, Urdu, Hinglish, Hindi, Dutch. Plain-language…

A new way for AI to search for data
View on GitHub
5GitHub stars

TypeScript, JavaScript

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit b8cd16d60b (2026-10-20).

Selected work

Zairan Mir
@Mir-Zairan

“Fixes from an adversarial test pass: term lines, cards, markers, comm…”. 11 files, 1,231 lines in hooks, tests, scripts.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-20. 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

accessibilityai-coding-assistantanthropicclaudeclaude-codeclaude-code-plugincode-reviewdeveloper-experience

Example questions

The prompt

Paste it into your AI agent. It clones Mir-Zairan/shoga-speaks at the pinned commit and indexes it on your machine.

Search the GitHub repository Mir-Zairan/shoga-speaks with XERJ (https://hub.xerj.org/corpus/mir-zairan--shoga-speaks).
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/Mir-Zairan/shoga-speaks shoga-speaks && git -C shoga-speaks checkout b8cd16d60b07ae4a6dfe52659f860502327ccfbb
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./shoga-speaks --url http://127.0.0.1:9200 --prefix shoga-speaks --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

Zairan MirAI, prompts and agents corporagriptapereact-spectrumgovuk-design-systemHoussemDjeghri/self-reviewNexaDuo/mARCAntarsoft/morphness

Selected work and consent: the XERJ registry.