Nikan Wystaf
Nikan Wystaf'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 @WYSTAF 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 Vibe_Assembly corpus
WYSTAF/Vibe_Assembly: Vibe Assembly v2.0.0 - zero-dollar, infinite-context vibe coding architecture. Pure-Rust multi-agent harness with hash-anchored patches…
- Look up how Vibe_Assembly implements ai, free-ai, multi-agent, with answers cited to file and line.
- Reuse a worked example: the commit “adaptive profiles, context surface compaction, onYield…” (16 files · Rust).
- Answer from Vibe_Assembly's real Rust source instead of memory (AI, prompts and agents).
- How does Vibe_Assembly implement ai?
- What does crates/va-cli do in Vibe_Assembly?
Search the GitHub repository WYSTAF/Vibe_Assembly with XERJ (https://hub.xerj.org/corpus/wystaf--vibe-assembly). 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/WYSTAF/Vibe_Assembly Vibe_Assembly && git -C Vibe_Assembly checkout d4d92d894d5a561728f7de1d6bf33d42211a5b1b 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Vibe_Assembly --url http://127.0.0.1:9200 --prefix vibe-assembly --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 wystaf--vibe-assembly · AI, prompts and agents
Related corpora: chroma, xerj-blogposts, nuudge/nudge, naw103/foremerge
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
WYSTAF/Vibe_Assembly
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/WYSTAF)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.