how SKILL.md skillA

how from kinqsradio/orbyn-fullstack-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kinqsradio/orbyn-fullstack-skills/how@git:20261103.b008b6f

Pins git:20261103.b008b6f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kinqsradio/orbyn-fullstack-skills
Path
skills/how/SKILL.md
Versions recorded
5
Latest version
git:20261103.b008b6f, committed Nov 3, 2026
First version recorded
Oct 28, 2026
Size
6,497 bytes
Repository stars
4
License
MIT

Trace source behavior, data flow and dependency impact across code, build and runtime boundaries; reproduce and reduce defects before explaining or changing an unfamiliar subsystem.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# How

Follow the consuming project's instructions and requested scope; use the
[portable defaults](../orbyn-workflow/references/project-policy.md) only where guidance is missing.

## Method

1. **Select the target.** Choose the exact target/worktree and search roots before a focused search; use [action scope](../orbyn-setup/references/action-scope.md). Locate governing root, ancestor and nested instructions separately from code filename filters.
2. **Anchor on the smallest observable entrypoint:** a route, button handler, CLI command or worker claim. Resolve its actual registration and caller before following symbols with similar names. Read types and configuration alongside the implementation, and only the smallest set of files that completes the path.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kinqsradio/orbyn-fullstack-skills/how@sha256:a76f3b6b3babd336

The line at the top of this page pins the label git:20261103.b008b6f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7sofwmvwpngeezr6.svg)](https://markdownregistry.com/a/art_7sofwmvwpngeezr6)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Oct 28, 2026 and Nov 3, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261103.b008b6f latest2026-11-03 b008b6f 6,497 BA view · diff
git:20261102.41fe5952026-11-02 41fe595 6,127 BA view · diff
git:20261101.8be107b2026-11-01 8be107b 6,049 BA view · diff
git:20261028.4e7dbe02026-10-28 4e7dbe0 5,393 BA view · diff
git:20261028.933dd9d2026-10-28 933dd9d 5,168 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (6497 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

kinqsradio/orbyn-fullstack-skills · 4 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7sofwmvwpngeezr6
GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/how
GET https://markdownregistry.com/api/v1/blob/a76f3b6b3babd336ed123acf1bb2a8d5e381dab767041a02abccda1e21b927fa

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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