Aaron Carvajal
Aaron Carvajal'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 @aaronrene 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 overseer-kit corpus
aaronrene/overseer-kit: Portable AI governance kit: handover, roadmap, freeze review. Inject into any repo with ok init
- Look up how overseer-kit implements agent-honesty, ai-agents, claude-code, with answers cited to file and line.
- Reuse a worked example: the commit “Mirror: mirror: land AFF baseline and Muse CLI compatibility repair (…” (28 files · Python).
- Answer from overseer-kit's real Python source instead of memory (AI, prompts and agents).
- How does overseer-kit implement agent-honesty?
- What does tests do in overseer-kit?
Search the GitHub repository aaronrene/overseer-kit with XERJ (https://hub.xerj.org/corpus/aaronrene--overseer-kit). 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/aaronrene/overseer-kit overseer-kit && git -C overseer-kit checkout d47291d5d9030de5ebef713da95efa978c4d8c6e 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./overseer-kit --url http://127.0.0.1:9200 --prefix overseer-kit --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 aaronrene--overseer-kit · AI, prompts and agents
Related corpora: xerj-blogposts, agno, flesler/scip-cli, surlymochan/openflow
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
aaronrene/overseer-kit
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/aaronrene)
Included with the author's permission (email, 2026-10-19), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.