Hades Highness
Hades Highness'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 @Hades-Highness 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 spoken-command-recognition corpus
Hades-Highness/spoken-command-recognition: End-to-end audio classification pipeline featuring conditional GPU augmentation, temperature-scaled confidence thresholds, and static INT8…
- Reuse a worked example: the commit “Add real-time keyword spotting CLI and update model version to …” (3 files · Python).
- Answer from spoken-command-recognition's real Python source instead of memory (Web and frontend platform).
- What does configs do in spoken-command-recognition?
Search the GitHub repository Hades-Highness/spoken-command-recognition with XERJ (https://hub.xerj.org/corpus/hades-highness--spoken-command-recognition). 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/Hades-Highness/spoken-command-recognition spoken-command-recognition && git -C spoken-command-recognition checkout 82866407ee5dc3c5dd36714f2a4dbabdba37e8fb 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./spoken-command-recognition --url http://127.0.0.1:9200 --prefix spoken-command-recogniti --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 hades-highness--spoken-command-recognition · Web and frontend platform
Related corpora: oxc, vite, biome, web-features
Case study: reference coding for agents
Selected work
Hades-Highness/spoken-command-recognition
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/Hades-Highness)
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.