explain-systems-visually SKILL.md skillA

explain-systems-visually from shubham0704/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add shubham0704/claude-skills/explain-systems-visually@git:20261001.b885f69

Pins git:20261001.b885f69 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
shubham0704/claude-skills
Path
explain-systems-visually/SKILL.md
Versions recorded
1
Latest version
git:20261001.b885f69, committed Oct 1, 2026
Size
8,969 bytes
Repository stars
2
License
MIT

Create or revise technical teaching slides and visual walkthroughs with prerequisite-aware progression, explicit inputs and outputs, stable color-linked equations and algorithm steps, and checks for understanding and recall. Use when readers must connect a system's purpose, components, mathematics, and execution.

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 Systems Visually

Teach why each object is needed, what it means, and how it advances the opening
question. A readable diagram and a defined symbol do not establish understanding.
Preserve the overall map while revealing each operation and its consequences.

Respect the requested medium, audience, and duration. A teaching walkthrough and
a short research talk need different depth; do not turn every request into a deck
or add slides automatically. Retain an equation-and-text format when requested.

## Establish the teaching contract

Read the current source and implementation before explaining them. Retain their
notation and abstraction boundaries; identify source disagreements instead of
silently combining versions. Separate supplied method, implementation choices,
proposed extensions, and demonstrated results.

State the audience's starting knowledge and one question the explanation should
enable them to answer. Put the intended output or decision near the beginning,
before its machinery. If audience or duration is missing, state a reasonable
assumption; ask only when the answer would materially change the artifact.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shubham0704/claude-skills/explain-systems-visually@sha256:e07768e7ed411419

The line at the top of this page pins the label git:20261001.b885f69, 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_zb3azbnhi4j6wf2x.svg)](https://markdownregistry.com/a/art_zb3azbnhi4j6wf2x)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 1, 2026.

versioncommittedcommitsizeaudit
git:20261001.b885f69 latest2026-10-01 b885f69 8,969 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 (8969 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

shubham0704/claude-skills · 2 stars · license MIT · pushed 2026-10-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zb3azbnhi4j6wf2x
GET https://markdownregistry.com/api/v1/resolve?ref=shubham0704/claude-skills/explain-systems-visually
GET https://markdownregistry.com/api/v1/blob/e07768e7ed4114196b3215413e071801a840405eaebc96fe697964e0c4ea8c43

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 shubham0704/claude-skills

animating-computational-mechanics SKILL.md skill
shubham0704/claude-skills · animating-computational-mechanics/SKILL.md · Animate continuum mechanics, tensor calculus, and finite element concepts — deformation gradients, polar decomposition…
v0.1.0 · audit A · 2 stars
_template SKILL.md skill
shubham0704/claude-skills · docs/skill-template/SKILL.md · One-line WHAT this skill does + two to three sentences on WHEN to trigger it. Be specific about contexts and use a…
v0.1.0 · audit A · 2 stars
enhancing-latex-lectures SKILL.md skill
shubham0704/claude-skills · enhancing-latex-lectures/SKILL.md · Enhances LaTeX lecture notes by analyzing pedagogical reference materials (like Todorov's PDFs) and systematically…
git:20260415.c99c9bb · audit A · 2 stars
paper-discourse-graph SKILL.md skill
shubham0704/claude-skills · paper-discourse-graph/SKILL.md · Audit LaTeX papers as discourse graphs when paragraph flow, story continuity, readability, reader-state breadcrumbs…
v0.1.5 · audit A · 2 stars
plan-to-dag SKILL.md skill
shubham0704/claude-skills · plan-to-dag/SKILL.md · Convert large multistep plans, implementation roadmaps, architecture plans, migration plans, or vague next-step…
git:20260511.f95feee · audit A · 2 stars
reader-comprehension-pass SKILL.md skill
shubham0704/claude-skills · reader-comprehension-pass/SKILL.md · Make technical writing land with its reader — add figures for hard-to-grasp concepts, define jargon in plain terms at…
git:20261001.b885f69 · audit A · 2 stars
refining-ml-papers SKILL.md skill
shubham0704/claude-skills · refining-ml-papers/SKILL.md · Refines ML/scientific LaTeX papers based on reviewer or advisor feedback. Handles structural reorganization (moving…
git:20261008.62cbee6 · audit A · 2 stars
rigorous-paper-author SKILL.md skill
shubham0704/claude-skills · rigorous-paper-author/SKILL.md · Draft or revise a mathematically rigorous LaTeX research paper for theory-heavy ML, scientific computing, numerical…
git:20261008.62cbee6 · audit A · 2 stars
rigorous-paper-reviewer SKILL.md skill
shubham0704/claude-skills · rigorous-paper-reviewer/SKILL.md · Review a LaTeX research paper for mathematical rigor, notation consistency, proof obligations, numerical-analysis…
git:20261008.62cbee6 · audit A · 2 stars
rpi-workflow SKILL.md skill
shubham0704/claude-skills · rpi-workflow/SKILL.md · Research-Plan-Implement workflow with Codex peer review. Use when the user says /rpi, asks to start a…
git:20260416.ce62f35 · audit A · 2 stars
tikz-figure-review SKILL.md skill
shubham0704/claude-skills · tikz-figure-review/SKILL.md · Review and fix alignment, label collision, clipping, legend-over-data, overlap, and layout issues in TikZ and pgfplots…
v1.0.0 · audit A · 2 stars

Every file in shubham0704/claude-skills

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