akashgit/remote-factory · skills/study/SKILL.md

study skillA

study is agent-read markdown (skill) from akashgit/remote-factory: Analyze the current codebase using Factory's observation engine and code graph. Generates a report covering code quality, eval scores, structural analysis, open issues, backlog items, observability coverage, and improvement opportunities. Use when the user wants to understand the state of their project before making changes..

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 akashgit/remote-factory/study@git:20260817.cdcaa8b
Exact content
mdr add akashgit/remote-factory/study@sha256:06ab375094a42e95

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_tltahrrw37vabkbi.svg)](https://markdownregistry.com/a/art_tltahrrw37vabkbi)

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Versions

versioncommittedcommitsizeaudit
git:20260817.cdcaa8b latest2026-08-17 cdcaa8b 2,007 BA view · diff
git:20260814.4129ba22026-08-14 4129ba2 1,876 BA view · diff
git:20260428.75648cf2026-04-28 75648cf 1,269 BA view · diff
git:20260427.c7c11d12026-04-27 c7c11d1 1,147 BA view · diff
git:20260427.aefe3452026-04-27 aefe345 1,138 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 (2007 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

akashgit/remote-factory · 70 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tltahrrw37vabkbi
GET https://markdownregistry.com/api/v1/resolve?ref=akashgit/remote-factory/study
GET https://markdownregistry.com/api/v1/blob/06ab375094a42e95fd5c15dd82ae3b08494d9e5577528745494912ee341856e6

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