Ventsislav Kostadinov

Corpus Hub contributor since 2026-10-21

Ventsislav Kostadinov's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.

1corpus

1selected commit

25files

1,512lines

★ 4,897GitHub stars on repo

Totals across every corpus @clappingmonkey appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.

What an agent can do with the quotio corpus

nguyenphutrong/quotio: Stop juggling AI accounts. Quotio is a beautiful native macOS menu bar app that unifies your Claude, Gemini, OpenAI, Qwen, and Antigravity…

Look up how quotio implements ai-tools, developer-tools, proxy, with answers cited to file and line.
Reuse a worked example: the commit “support GHE.com data-residency hosts” (25 files · Rust, Swift).
Answer from quotio's real Rust source instead of memory (AI, prompts and agents).

Example questions

Where does quotio handle “support GHE.com data-residency hosts”?
How does quotio implement ai-tools?
What does apps/cli do in quotio?

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

Search the GitHub repository nguyenphutrong/quotio with XERJ (https://hub.xerj.org/corpus/nguyenphutrong--quotio).
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/nguyenphutrong/quotio quotio && git -C quotio checkout c304e086380891c609ba0cf44d93b5f7b78b9b80
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./quotio --url http://127.0.0.1:9200 --prefix quotio --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.

corpus nguyenphutrong--quotio · AI, prompts and agents
Related corpora: harper, agno, lidge-jun/opencodex, eshanized/M31A
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 4,897

nguyenphutrong/quotio

c304e08638 feat(copilot): support GHE.com data-residency hosts (#545)

selected commit: 25 files · 1,512 lines · Rust, Swift · apps/cli, Packages/QuotioCore, apps/macos

The corpus is the whole repository at the pinned commit, not only the files of the selected commit.

selected · in licence reviewcorpus nguyenphutrong--quotioAIMITai-toolsdeveloper-toolsproxyquota-monitor agreed 2026-10-21

Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.

[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/clappingmonkey/badge.svg)](https://hub.xerj.org/contributors/clappingmonkey)

Included with the author's permission (email, 2026-10-21), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.