Home / greenfield-inc / pane · main/src/services/paneChatBundle/skills/explain/SKILL.md · GitHub

explain skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

explain is agent-read markdown (skill) from greenfield-inc/pane: Use when the person wants to understand a concept or how something works today. Never plans..

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 before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.

What the file says

# Explain

Finish when the person could teach it back. Ideas for what to build belong in [`options`](../options/SKILL.md).

## Inline first

Answer small questions in the conversation. Offer an HTML explainer only when the concept is big enough that the person would want to come back to it or share it, or when they ask for one.

## Gather facts before teaching

Read the code yourself for small questions. For a larger trace, give a fresh-context subagent one question to answer with the `gather-evidence` skill, for example "how does a message travel from the API to the provider, with file references". Give the subagent just that question, and interpret what comes back yourself.

## The explainer

Render it with the [`page`](../page/SKILL.md) house standard. Save it under `explainers/` in the work's bundle and add it to the brief's "Related" list. With no brief yet, it gets a bundle of its own.

Sections, in order:

1. Title and a one-paragraph gist
2. How it works now, told as a story
3. One concrete walkthrough: a real request or record from start to finish
4. Diagrams: data flow, states, or sequence, whichever carries the idea
5. Glossary
6. Common misconceptions
…

Read the whole file at its exact version.

How to install

Latest version
mdr add greenfield-inc/pane/explain@git:20260924.17234b5
Exact content
mdr add greenfield-inc/pane/explain@sha256:1bd77d88b69ca0eb

Pin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gtbgpir5tnb6k2a4.svg)](https://markdownregistry.com/a/art_gtbgpir5tnb6k2a4)

2 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260924.17234b5 latest2026-09-24 17234b5 1,977 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 (1977 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

greenfield-inc/pane · 488 stars · license NOASSERTION · pushed 2026-09-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gtbgpir5tnb6k2a4
GET https://markdownregistry.com/api/v1/resolve?ref=greenfield-inc/pane/explain
GET https://markdownregistry.com/api/v1/blob/1bd77d88b69ca0eb4c6bfbff42ab54dd3da35b3256c8e41c94c3ed6bf77fd2b6

Your agent 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.

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