research-explainer SKILL.md skillB

research-explainer from sepi2p/research-explainer-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sepi2p/research-explainer-skill/research-explainer@git:20261106.7433249

Pins git:20261106.7433249 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
sepi2p/research-explainer-skill
Path
skills/research-explainer/SKILL.md
Versions recorded
5
Latest version
git:20261106.7433249, committed Nov 6, 2026
First version recorded
Nov 2, 2026
Size
18,360 bytes
Repository stars
6
License
MIT

Make a scientifically accurate, 3Blue1Brown-style explainer video (and optionally a matching slide deck) about research: a paper, a collection of papers, or the user's own experiments, project or study. English and/or Persian (Farsi), with a choice of no voice (text only), a free voice, the user's own recordings, or a paid OpenAI voice. Can run experiments to produce real images, charts and figures. Use when the user asks for an explainer, research video, paper video, video abstract…

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

# Research explainer

Turns research into an animated video in the 3Blue1Brown style, built with Manim Community Edition, where every number on
screen is traceable to a source and every image comes from real data. The same claims and assets can become a slide deck.

**Visual first.** The motion is the explanation: objects split, stack, morph, slide across each other, collapse into chart
points, and the camera moves to what matters. Words are labels. Voice and subtitles are optional layers on top; captions are
not burned into the video unless the user asks (`"captions": "burn"`); an `.srt` file is always written. Plan every beat by
what moves before deciding what is said.

**House rules and the critique loop.** Most of a video's quality comes from the setup around the model, not the request:
banned generic looks, a reference to copy, springs, a beat grid, and scoring your own frames until every score is 8+.
Read [references/motion.md](references/motion.md) before planning any video; it applies to explainers and launch videos.

Bundled companions (install.sh puts them next to this skill): `manim-composer` (scene planning), `manimce-best-practices`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sepi2p/research-explainer-skill/research-explainer@sha256:1821dfd984938f41

The line at the top of this page pins the label git:20261106.7433249, 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_qtydmrnpdycgiv37.svg)](https://markdownregistry.com/a/art_qtydmrnpdycgiv37)

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

Versions

The registry has recorded 5 versions of this file, between Nov 2, 2026 and Nov 6, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261106.7433249 latest2026-11-06 7433249 18,360 BB view · diff
git:20261106.374ecd12026-11-06 374ecd1 17,783 BB view · diff
git:20261102.00d12732026-11-02 00d1273 13,112 BB view · diff
git:20261102.d9014802026-11-02 d901480 11,620 BB view · diff
git:20261102.bdc372b2026-11-02 bdc372b 10,421 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (18360 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

sepi2p/research-explainer-skill · 6 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qtydmrnpdycgiv37
GET https://markdownregistry.com/api/v1/resolve?ref=sepi2p/research-explainer-skill/research-explainer
GET https://markdownregistry.com/api/v1/blob/1821dfd984938f41f8f45a57a7113a213f6f62c4531c93f93eec75f71d25b08d

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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