Dmytro Shubchynskyi

Corpus Hub contributor since 2026-10-24

Dmytro Shubchynskyi'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

12files

335lines

★ 27GitHub stars on repo

Totals across every corpus @Shubchynskyi 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 garda-agent-orchestrator corpus

Garda-Studio/garda-agent-orchestrator: Governed local runtime for AI coding agents: task lifecycle, mandatory gates, reviews, doc-impact checks, and auditable completion

Look up how garda-agent-orchestrator implements agent-orchestration, ai-agents, ai-coding, with answers cited to file and line.
Reuse a worked example: the commit “stack-neutral file-name review triggers for 1.4.4” (12 files · TypeScript).
Answer from garda-agent-orchestrator's real TypeScript source instead of memory (AI, prompts and agents).

Example questions

Where does garda-agent-orchestrator handle “stack-neutral file-name review triggers for 1.4.4”?
How does garda-agent-orchestrator implement agent-orchestration?
What does src/gates do in garda-agent-orchestrator?

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

Search the GitHub repository Garda-Studio/garda-agent-orchestrator with XERJ (https://hub.xerj.org/corpus/garda-studio--garda-agent-orchestrator).
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/Garda-Studio/garda-agent-orchestrator garda-agent-orchestrator && git -C garda-agent-orchestrator checkout 3aae7e2715fc411320ea63bc3be46ac115d19ada
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./garda-agent-orchestrator --url http://127.0.0.1:9200 --prefix garda-agent-orchestrator --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.

corpus garda-studio--garda-agent-orchestrator · AI, prompts and agents
Related corpora: xobotyi--cc-foundry-the-coder, xobotyi--cc-foundry-the-blueprint, dylan-murray/agent-desk, justn-hyeok/brgr
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 27

Garda-Studio/garda-agent-orchestrator

Governed local runtime for AI coding agents: task lifecycle, mandatory gates, reviews, doc-impact checks, and auditable completion

On GitHub: 2,219 commits · 4 forks · 2,535 files at the pinned commit · created 2026-04 · last push 2026-10-28

Languages: TypeScript 99%, JavaScript 1%

3aae7e2715 fix(review): stack-neutral file-name review triggers for 1.4.4

selected commit: 12 files · 335 lines · TypeScript · src/gates, template, tests

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

live on the hub · licence clearedcorpus garda-studio--garda-agent-orchestratorAIApache-2.0agent-orchestrationai-agentsai-codingaudit-trailcode-reviewcoding-agents agreed 2026-10-24

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

Included with the author's permission (email, 2026-10-24), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.