explain-plainly SKILL.md skillA

explain-plainly from aethrox/doctrine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aethrox/doctrine/explain-plainly@git:20260809.2a45dbb

Pins git:20260809.2a45dbb in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aethrox/doctrine
Path
skills/explain-plainly/SKILL.md
Versions recorded
3
Latest version
git:20260809.2a45dbb, committed Aug 9, 2026
First version recorded
Aug 9, 2026
Size
4,472 bytes
Repository stars
19
License
MIT

Default to explaining technical work in plain language for a non-technical audience, using an existing project glossary only when a persistent document is already in scope. Use whenever an explanation is aimed at someone outside the technical team, or whenever jargon would otherwise go unexplained. Distinct from wait-what, which is a recovery move after an explanation already failed, not a default posture.

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

# Explain Plainly

Most technical writing defaults to precision for an audience that already has the vocabulary, then gets awkwardly simplified after someone gets lost. This skill's defining constraint, from ISO 24495-1's plain language principles: plain framing is the default posture for a non-technical audience, not a fallback reached for only after confusion is signaled. This is the same standard `wait-what` uses, applied differently: `wait-what` triggers reactively, after a specific explanation has already failed to land; this skill is the proactive default for anything explained to someone outside the technical team. When a project already has a persistent glossary owned by `domain-modeling`, this skill uses that artifact rather than creating a separate one.

## Phase 1: Default to no unexplained jargon
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aethrox/doctrine/explain-plainly@sha256:691190484c7a237f

The line at the top of this page pins the label git:20260809.2a45dbb, 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_yqycamcuealofeoa.svg)](https://markdownregistry.com/a/art_yqycamcuealofeoa)

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

Versions

The registry has recorded 3 versions of this file, all committed on Aug 9, 2026.

versioncommittedcommitsizeaudit
git:20260809.2a45dbb latest2026-08-09 2a45dbb 4,472 BA view · diff
git:20260809.ffadeff2026-08-09 ffadeff 4,369 BA view · diff
git:20260809.72724db2026-08-09 72724db 3,858 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 (4472 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

aethrox/doctrine · 19 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yqycamcuealofeoa
GET https://markdownregistry.com/api/v1/resolve?ref=aethrox/doctrine/explain-plainly
GET https://markdownregistry.com/api/v1/blob/691190484c7a237f0ae89b444f654ad88c1ca3e733b379455761320d4f956195

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.

More from aethrox/doctrine

api-design-standards SKILL.md skill
aethrox/doctrine · skills/api-design-standards/SKILL.md · API design discipline grounded in the Microsoft/Google REST guidelines, resource and URL conventions, a chosen…
git:20260809.2a45dbb · audit A · 19 stars
architecture-diagram SKILL.md skill
aethrox/doctrine · skills/architecture-diagram/SKILL.md · Produce a software architecture diagram at the right level of zoom, using diagram as code so it can be shown inline…
git:20260809.2a45dbb · audit A · 19 stars
capacity-estimation SKILL.md skill
aethrox/doctrine · skills/capacity-estimation/SKILL.md · Turn a vague performance requirement into arithmetic before the architecture is chosen, size concurrency with Little's…
git:20260910.79ff911 · audit A · 19 stars
code-review SKILL.md skill
aethrox/doctrine · skills/code-review/SKILL.md · Code review discipline: the approval bar is "improves code health," not "perfect," Fowler's code-smell catalog gives…
git:20260809.2a45dbb · audit A · 19 stars
code-style-lint SKILL.md skill
aethrox/doctrine · skills/code-style-lint/SKILL.md · Discipline for code style and static analysis, adopt the ecosystem's established formatter as the non-negotiable source…
git:20260809.5c2aad2 · audit A · 19 stars
codebase-design SKILL.md skill
aethrox/doctrine · skills/codebase-design/SKILL.md · Module design discipline from John Ousterhout's A Philosophy of Software Design, depth as the metric (a lot of…
git:20260809.2a45dbb · audit A · 19 stars
dependency-upgrade-management SKILL.md skill
aethrox/doctrine · skills/dependency-upgrade-management/SKILL.md · Discipline for keeping dependencies current and deprecating capabilities safely, an inventory (SBOM) of what's actually…
git:20260809.2a45dbb · audit A · 19 stars
diagnosing-bugs SKILL.md skill
aethrox/doctrine · skills/diagnosing-bugs/SKILL.md · Systematic debugging discipline based on David Agans' nine rules, understand the system, reproduce reliably, bisect the…
git:20260809.2a45dbb · audit A · 19 stars
domain-modeling SKILL.md skill
aethrox/doctrine · skills/domain-modeling/SKILL.md · Domain-Driven Design discipline, build a ubiquitous language shared by code and conversation, draw explicit bounded…
git:20260809.2a45dbb · audit A · 19 stars
grilling SKILL.md skill
aethrox/doctrine · skills/grilling/SKILL.md · Interview the user relentlessly, in rounds, to close the gap between what's known and what's needed before acting on a…
git:20260809.2a45dbb · audit A · 19 stars
handoff SKILL.md skill
aethrox/doctrine · skills/handoff/SKILL.md · Hand off in-progress work, an on-call shift, or an open incident to another person or agent using a fixed four-part…
git:20260911.a358ed0 · audit A · 19 stars
improve-codebase-architecture SKILL.md skill
aethrox/doctrine · skills/improve-codebase-architecture/SKILL.md · Scan a codebase (or a named area of one) for architectural friction, classify each finding by how it was incurred, and…
git:20260911.a358ed0 · audit A · 19 stars

Every file in aethrox/doctrine

Browse by kind, by grade A, or by owner.