Sebastian Piechowski
Sebastian Piechowski'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 @SuperJaba 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 Osintgram corpus
Datalux/Osintgram: Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its…
- Look up how Osintgram implements osint, osint-python, python3, with answers cited to file and line.
- Reuse a worked example: the commit “public web context (#2699), social network graph export, lossle…” (16 files · Python).
- Answer from Osintgram's real Python source instead of memory (API design and specification).
- How does Osintgram implement osint?
- What does src/web do in Osintgram?
Search the GitHub repository Datalux/Osintgram with XERJ (https://hub.xerj.org/corpus/datalux--osintgram). 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/Datalux/Osintgram Osintgram && git -C Osintgram checkout a1a1d9188dba5f3f4046dd5cafb82f3f67704d1d 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Osintgram --url http://127.0.0.1:9200 --prefix osintgram --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: GPL-3.0. Read it for the approach only, do not copy code.
corpus datalux--osintgram · API design and specification
Related corpora: payloadsallthethings, owasp-wstg, DominatorStufs/InstaSnap, annsterdam2000-oss/geryon-recon
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
Datalux/Osintgram
Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
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.
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Included with the author's permission (email, 2026-10-30), 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.