finny tech

Corpus Hub contributor since 2026-10-23

finny tech'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.

1corpus

1selected commit

5files

273lines

★ 1GitHub stars on repo

Totals across every corpus @finnytech 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 omniscope-web corpus

finnytech/omniscope-web: OmniScope Web - 100% Serverless Static Geospatial Intelligence & Doppler Weather Radar Dashboard for Cloudflare Pages. Zero cloud database…

Look up how omniscope-web implements cloudflare-pages, earthquake, geospatial, with answers cited to file and line.
Reuse a worked example: the commit “purge fake municipal stock cams, sync…” (5 files · JavaScript).
Answer from omniscope-web's real JavaScript source instead of memory (Web and frontend platform).

Example questions

How does omniscope-web implement cloudflare-pages?
What does js do in omniscope-web?

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

Search the GitHub repository finnytech/omniscope-web with XERJ (https://hub.xerj.org/corpus/finnytech--omniscope-web).
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/finnytech/omniscope-web omniscope-web && git -C omniscope-web checkout ba344fbde57442b209f5d8f7b82f8e2be50ed1ab
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./omniscope-web --url http://127.0.0.1:9200 --prefix omniscope-web --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 finnytech--omniscope-web · Web and frontend platform
Related corpora: fastmcp, r2r-mcp, Octen-Team/octen-mcp, VolksRat71/after-effects-mcp-vision
Case study: reference coding for agents

Selected work

GitHub ★ 1

finnytech/omniscope-web

a4952a1648 fix(cameras,volcano,telemetry): purge fake municipal stock cams, sync…

selected commit: 5 files · 273 lines · JavaScript · the project root, js

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

selected · in licence reviewcorpus finnytech--omniscope-webWEBMITcloudflare-pagesearthquakegeospatialosintwebcamsiss-tracker agreed 2026-10-23

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.

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

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.