Parth Kaloliya
Parth Kaloliya'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 @Parth2412 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 attest corpus
Parth2412/attest: Signed, tamper-evident provenance for AI-assisted code changes, built with in-toto, DSSE, Sigstore, and GitHub Actions
- Look up how attest implements ai-governance, ai-provenance, code-provenance, with answers cited to file and line.
- Reuse a worked example: the commit “Prepare the v0.1.6 Action security release” (16 files · Python).
- Answer from attest's real Python source instead of memory (AI, prompts and agents).
- Where does attest handle “Prepare the v0.1.6 Action security release”?
- How does attest implement ai-governance?
- What does action do in attest?
Search the GitHub repository Parth2412/attest with XERJ (https://hub.xerj.org/corpus/parth2412--attest). 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/Parth2412/attest attest && git -C attest checkout e693e6b60afdf9c667a913faa4f9652bfd6dc050 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./attest --url http://127.0.0.1:9200 --prefix attest --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 parth2412--attest · AI, prompts and agents
Related corpora: bandit-plugins, fastmcp, MSKazemi/novafabric, sinceaihq/ai-shipcheck
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
Parth2412/attest
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/Parth2412)
Included with the author's permission (email, 2026-10-23), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.