repokg
repokg: AI ready knowledge graph of any codebase: modules, import edges, branch/PR state, ops surface. One command, zero deps
What XERJ indexed
Snapshot
The whole repository at commit c85ac03e83. It is the newest commit on main.
Selected work
Licence
The repository
LICENSE file checked at the pinned commit; the author agreed to inclusion.
The XERJ corpus
The owner added it on hub.xerj.org after signing in with GitHub, on 2026-10-29. Same terms as the repository. Answers name the repo, the commit and the file:line.
selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution
Inside the indexed corpus
- 52 files, 415.8 KB in total, about 8.0 KB per file.
- On GitHub since 2026-07-03, last push 2026-10-19, 44 commits on main.
Licence on GitHub and in the corpus
GitHub reported MIT for NehharShah/repokg on 2026-10-31, and the LICENSE file at commit c85ac03e83 was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.
Contributors
Nihar Shah (@NehharShah) has 6 selected repositories on the hub.
Their other repository pages: sumervaid/reflex-tui, NehharShah/calibrated-propamm-standard, NehharShah/dfm, NehharShah/hyperbolic-funding-research, NehharShah/repocanon.
Using XERJ with repokg
- RAG without a vector database: one hybrid index The hub files it under AI, prompts and agents.
- Best MCP servers for local code search in 2026, compared
- Best grep alternative for AI coding agents (2026)
- Ask questions about a GitHub repo without cloning it
The prompt
Paste it into your AI agent. It clones NehharShah/repokg at the pinned commit and indexes it on your machine.
Search the GitHub repository NehharShah/repokg with XERJ (https://hub.xerj.org/corpus/nehharshah--repokg). 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/NehharShah/repokg repokg && git -C repokg checkout c85ac03e8301edfc4d4fa067bc4f0bc44c45efc8 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./repokg --url http://127.0.0.1:9200 --prefix repokg --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.
Related
Nihar ShahAI, prompts and agents corpora
Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.