arcasilesgroup/ai-engineering · skills/ai-explore/SKILL.md

ai-explore skillA

ai-explore is agent-read markdown (skill) from arcasilesgroup/ai-engineering: Answers questions about this repository by reading it, anchored to file:line, and tours an unfamiliar area for somebody who has just arrived. Trigger for "where does X live", "how does this work", "why does it do that", "what depends on Y", "walk me through", "map this module", "trace this import chain", "onboard me". Not for evidence from outside this repository — use /ai-research. Not for diagnosing a failure — use /ai-debug. Not for judging a diff — use /ai-verify..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add arcasilesgroup/ai-engineering/ai-explore@git:20260910.d021330
Exact content
mdr add arcasilesgroup/ai-engineering/ai-explore@sha256:da487c8b9a1852de

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2lzs7ssrbgclvf32.svg)](https://markdownregistry.com/a/art_2lzs7ssrbgclvf32)

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Versions

versioncommittedcommitsizeaudit
git:20260910.d021330 latest2026-09-10 d021330 4,060 BA view · diff
git:20260901.deb68d32026-09-01 deb68d3 3,903 BA view · diff
git:20260901.dca22e52026-09-01 dca22e5 2,864 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4060 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

arcasilesgroup/ai-engineering · 55 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2lzs7ssrbgclvf32
GET https://markdownregistry.com/api/v1/resolve?ref=arcasilesgroup/ai-engineering/ai-explore
GET https://markdownregistry.com/api/v1/blob/da487c8b9a1852ded2220f0733a1344f741199a92c21155a8232d5cdcf00176c

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.