EndsOculus
EndsOculus '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 @EndsOculus 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 Third-Eye-Insight corpus
EndsOculus/Third-Eye-Insight: 基于深度学习与自然语言处理技术，面向群聊与私聊场景自动分析用户互动关系。
- Reuse a worked example: the commit “Add bounded offline generation experiment with honest holdout results” (12 files · Python).
- Answer from Third-Eye-Insight's real Python source instead of memory (API design and specification).
- Where does Third-Eye-Insight handle “Add bounded offline generation experiment with honest holdout results”?
- What does tests do in Third-Eye-Insight?
Search the GitHub repository EndsOculus/Third-Eye-Insight with XERJ (https://hub.xerj.org/corpus/endsoculus--third-eye-insight). 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/EndsOculus/Third-Eye-Insight Third-Eye-Insight && git -C Third-Eye-Insight checkout da0fc6b6a56ebe5f7e92791b81e94b927e7caf88 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Third-Eye-Insight --url http://127.0.0.1:9200 --prefix third-eye-insight --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 endsoculus--third-eye-insight · API design and specification
Related corpora: graphql-spec, asyncapi-bindings, adyen-openapi, siren-hypermedia
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
EndsOculus/Third-Eye-Insight
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/EndsOculus)
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.