Nicholas Seney

Corpus Hub contributor since 2026-10-17

Nicholas Seney'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

38files

6,268lines

★ 3GitHub stars on repo

Totals across every corpus @nseney1 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 Aegis-Guardrails corpus

nseney1/Aegis-Guardrails: Project rules for AI coding agents. An MCP server gives Claude Code, Codex CLI and Antigravity the rules for the files they are about to…

Look up how Aegis-Guardrails implements ai-governance, developer-tools, python, with answers cited to file and line.
Reuse a worked example: the commit “consolidate v4.3.1 parsers, git plumbing, verificatio…” (38 files · Python).
Answer from Aegis-Guardrails's real Python source instead of memory (AI, prompts and agents).

Example questions

How does Aegis-Guardrails implement ai-governance?
What does aegis_core do in Aegis-Guardrails?

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

Search the GitHub repository nseney1/Aegis-Guardrails with XERJ (https://hub.xerj.org/corpus/nseney1--aegis-guardrails).
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/nseney1/Aegis-Guardrails Aegis-Guardrails && git -C Aegis-Guardrails checkout 3b2423211020e69d9cb9a646ebfb3a720beb1473
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./Aegis-Guardrails --url http://127.0.0.1:9200 --prefix aegis-guardrails --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: Apache-2.0. Keep the copyright notice and credit the authors.

corpus nseney1--aegis-guardrails · AI, prompts and agents
Related corpora: agno, haystack, halilogia/GravityGuard, smaniches/semantic-scholar-mcp
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 3

nseney1/Aegis-Guardrails

3b24232110 refactor(core): consolidate v4.3.1 parsers, git plumbing, verificatio…

selected commit: 38 files · 6,268 lines · Python · aegis_core, tests, aegis_cli

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

selected · in licence reviewcorpus nseney1--aegis-guardrailsAIApache-2.0ai-governancedeveloper-toolspythonantigravityclaude-codemcp-server agreed 2026-10-17

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/nseney1/badge.svg)](https://hub.xerj.org/contributors/nseney1)

Included with the author's permission (email, 2026-10-17), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.