Spry

Corpus Hub contributor since 2026-10-20

Spry'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

21files

506lines

★ 5GitHub stars on repo

Totals across every corpus @tspry 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 superpowers-devops corpus

tspry/superpowers-devops: A DevOps-focused AI agent plugin. Based on https://github.com/obra/superpowers

Reuse a worked example: the commit “sync upstreams and harden DevOps plugin (v1.3.0)” (21 files · Python, JavaScript).
Answer from superpowers-devops's real Python source instead of memory (Operations and SRE).

Example questions

Where does superpowers-devops handle “sync upstreams and harden DevOps plugin (v1.3.0)”?
What does tests do in superpowers-devops?

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

Search the GitHub repository tspry/superpowers-devops with XERJ (https://hub.xerj.org/corpus/tspry--superpowers-devops).
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/tspry/superpowers-devops superpowers-devops && git -C superpowers-devops checkout dd0cac03bf7c9a27389b858dffbdeef6e3d7c539
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./superpowers-devops --url http://127.0.0.1:9200 --prefix superpowers-devops --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 tspry--superpowers-devops · Operations and SRE
Related corpora: glasskube, cue, gateway-api, freebsd-handbook
Operational intelligence with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 5

tspry/superpowers-devops

dd0cac03bf feat: sync upstreams and harden DevOps plugin (v1.3.0)

selected commit: 21 files · 506 lines · Python, JavaScript · tests, tooling, hooks

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

selected · in licence reviewcorpus tspry--superpowers-devopsOPSMIT agreed 2026-10-20

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/tspry/badge.svg)](https://hub.xerj.org/contributors/tspry)

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.