ahrazzle

Corpus Hub contributor since 2026-10-25

ahrazzle'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

7files

287lines

★ 3GitHub stars on repos

Totals across every corpus @ahrazzle 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 protean-voice-studio corpus

aska-digital/protean-voice-studio: voice studio plugin for hermes agent

Look up how protean-voice-studio implements audiobook, hermes-agent, hermes-plugin, with answers cited to file and line.
Reuse a worked example: the commit “CTO review hardening: injection-proof config, confined out_path, inpu…” (7 files · Python).
Answer from protean-voice-studio's real Python source instead of memory (AI, prompts and agents).

Example questions

How does protean-voice-studio implement audiobook?
What does tests do in protean-voice-studio?

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

Search the GitHub repository aska-digital/protean-voice-studio with XERJ (https://hub.xerj.org/corpus/aska-digital--protean-voice-studio).
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/aska-digital/protean-voice-studio protean-voice-studio && git -C protean-voice-studio checkout efe5c1910ee22de7e911a9c8a8625027781f2729
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./protean-voice-studio --url http://127.0.0.1:9200 --prefix protean-voice-studio --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 aska-digital--protean-voice-studio · AI, prompts and agents
Related corpora: dunorth595--ai-agent-chat, anything-llm, user-github-me/soniccraft, coe0718/diaktoros
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 2

aska-digital/protean-voice-studio

efe5c1910e CTO review hardening: injection-proof config, confined out_path, inpu…

selected commit: 7 files · 287 lines · Python · tests, voicestudio

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

live on the hub · licence clearedcorpus aska-digital--protean-voice-studioAIMITaudiobookhermes-agenthermes-pluginpodcasttext-to-speechtts agreed 2026-10-25

GitHub ★ 1

ahrazzle/typejoy

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

live on the hub · licence clearedcorpus ahrazzle--typejoyAPIMITeducation-technologyeducational-gameeducational-softwareeducational-technologyeducational-toolkids agreed 2026-10-28

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

Included with the author's permission (email, 2026-10-25), 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.