Stanislav
Stanislav'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 @DarkStussy 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 aioscraper corpus
DarkStussy/aioscraper: Async Python framework for large-scale API data collection: JSON/REST fan-out with adaptive rate limiting, retries, priority queues and…
- Look up how aioscraper implements asyncio, python, scraper, with answers cited to file and line.
- Reuse a worked example: the commit “remove deprecated request aliases and narrow the public API” (9 files · Python).
- Answer from aioscraper's real Python source instead of memory (API design and specification).
- Where does aioscraper handle “remove deprecated request aliases and narrow the public API”?
- How does aioscraper implement asyncio?
- What does aioscraper do in aioscraper?
Search the GitHub repository DarkStussy/aioscraper with XERJ (https://hub.xerj.org/corpus/darkstussy--aioscraper). 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/DarkStussy/aioscraper aioscraper && git -C aioscraper checkout a77246573f86f61c1505126dd377ab3c36804e00 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./aioscraper --url http://127.0.0.1:9200 --prefix aioscraper --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 darkstussy--aioscraper · API design and specification
Related corpora: aiohttp, autogen, dymmond/ravyn, LitePy/PythonWrap
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
DarkStussy/aioscraper
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
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/DarkStussy)
Included with the author's permission (email, 2026-10-27), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.