karpathy-graph-visualize SKILL.md skillA
karpathy-graph-visualize from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/karpathy-graph-visualize@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/karpathy-graph/skills/karpathy-graph-visualize/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 23, 2026
- Size
- 4,033 bytes
- Repository stars
- 17
- License
- MIT
Render a karpathy-graph for humans — an interactive HTML explorer, a Mermaid diagram for docs and PRs, and a health report — then explain what the picture actually shows. Use when the user asks to see, visualize, draw, or open the graph, wants a diagram for documentation, or asks what the graph looks like.
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
# Visualize
The graph is machine memory. This is the part humans read.
Agents query subgraphs; a human needs to see the shape — where the clusters
are, what is disconnected, which nodes carry the structure, where provenance is
thin.
## Render
```bash
KG="${CLAUDE_PLUGIN_ROOT:-plugins/karpathy-graph}/scripts/kgraph.py"
python3 "$KG" --name "<graph>" render
```
Three artifacts, one command:
| File | For | Notes |
|---|---|---|
| `graph.html` | exploring | self-contained, no network, no dependencies |
| `graph.mmd` | docs and PRs | Mermaid; renders on GitHub |
| `REPORT.md` | reviewing | health, composition, violations |
Run this after **every** build. A stale `graph.html` is worse than none — a
human will trust it.
## The HTML explorer
Open it directly in a browser:
```bash
open ./.karpathy-graphs/<slug>/graph.html # macOS
xdg-open ./.karpathy-graphs/<slug>/graph.html # Linux
```
It embeds the graph data inline, so it works offline and can be attached to an
issue or emailed.
What it does:
- **Header pills** — nodes, edges, components, invariant violations. The
violations pill turns red when non-zero.
…Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/karpathy-graph-visualize@sha256:8d4a766ce64e732eThe line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_7ulaf6uhqpul73zk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 23, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4033 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
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7ulaf6uhqpul73zk GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/karpathy-graph-visualize GET https://markdownregistry.com/api/v1/blob/8d4a766ce64e732e7334ef3ee2d5c4fc767641a50c2ea4ac23e700b206e5f207
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.