Fedor Muratov
Fedor Muratov'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.
Totals across every corpus @muratovv 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 ai-hats corpus
muratovv/ai-hats: Agent wrapper with reflection about the work
- Reuse a worked example: the commit “fix/grok: keep an always-allow grant in the session HATS-2085” (6 files · Python).
- Answer from ai-hats's real Python source instead of memory (AI, prompts and agents).
- Where does ai-hats handle “fix/grok: keep an always-allow grant in the session HATS-2085”?
- What does src/ai_hats do in ai-hats?
Search the GitHub repository muratovv/ai-hats with XERJ (https://hub.xerj.org/corpus/muratovv--ai-hats). 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/muratovv/ai-hats ai-hats && git -C ai-hats checkout f1ade2f3c73449589df53c640cc7635e7c8f9fd9 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ai-hats --url http://127.0.0.1:9200 --prefix ai-hats --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 muratovv--ai-hats · AI, prompts and agents
Related corpora: admission-compare, agentbench, giskard, llm-course
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
muratovv/ai-hats
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/muratovv)
Included with the author's permission (email, 2026-10-20), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.