Ilya Sibiryakov

Corpus Hub contributor since 2026-10-31

Ilya Sibiryakov'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.

2corpora

1selected commit

10files

979lines

★ 2GitHub stars on repos

Totals across every corpus @moxno 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 ztds-mcp corpus

moxno/ztds-mcp: Zero-Trust Data Sanitization (ZTDS RFC v1.0) reference MCP server for Claude Desktop, Cursor, and Windsurf. In-memory PII de-identification

Look up how ztds-mcp implements ai-security, claude-code, claude-desktop, with answers cited to file and line.
Answer from ztds-mcp's real source instead of memory (AI, prompts and agents).

Example questions

How does ztds-mcp implement ai-security?

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

Search the GitHub repository moxno/ztds-mcp with XERJ (https://hub.xerj.org/corpus/moxno--ztds-mcp).
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/moxno/ztds-mcp ztds-mcp && git -C ztds-mcp checkout adc75d8a4effa606c88f6e6376e9f5f1db0c9306
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./ztds-mcp --url http://127.0.0.1:9200 --prefix ztds-mcp --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 moxno--ztds-mcp · AI, prompts and agents
Related corpora: xerj-blogposts, faah, moxno/ztds.ai, aggrete/aggrete
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 1

moxno/ztds-mcp

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

live on the hub · licence clearedcorpus moxno--ztds-mcpAIApache-2.0ai-securityclaude-codeclaude-desktopcursordata-sanitizationdlp agreed 2026-10-31

GitHub ★ 1

moxno/ztds.ai

58d1eb8985 feat(mcp): sync ztds-mcp v1.2.2 Glama release, tool annotations, outp…

selected commit: 10 files · 979 lines · JavaScript · packages/ztds-mcp, the project root, public

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

live on the hub · licence clearedcorpus moxno--ztds-aiAIApache-2.0ai-securitydata-loss-preventiondata-sanitizationgdprhipaaietf-draft agreed 2026-10-31

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

Included with the author's permission (email, 2026-10-31), 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.