SeeCode

Skill · GitHub · ★ 735 · graded 2026-10-27Source linked

Animated, explorable diagrams for Claude and other coding agents, from a short JSON spec.

No outside reports on file

SeeCode's main risk is that AI-generated diagram specs could contain errors or be manipulated to display misleading technical information, and users should review generated diagrams before sharing them.

Based on public adoption and transparency signals as of Oct 27, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

Local filesNo local folder access notedLOW
Command executionNo shell command runner notedLOW
Network reachConnects to outside service APINOTED
CredentialsRequires API key or tokenREVIEW
Package sourceGitHub (Aryanutkarsh/SeeCode)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/Aryanutkarsh/SeeCode ↗

All setup options ↓

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About SeeCode

SeeCode creates interactive, animated diagrams from simple JSON descriptions that Claude and other AI coding agents can understand and generate. It helps visualize code concepts, architecture, and logic flows in an explorable format.

Who it’s for

Developers and AI agent users who want better visual explanations of code concepts. Teams using Claude for technical documentation or educational content.

Alternatives

Mermaid: Open-source diagram language that works in markdown (supports flowcharts, sequence, and class diagrams)
PlantUML: Text-based diagram tool for UML, architecture, and flowchart generation
Excalidraw API: Hand-drawn style diagrams with programmatic creation support
D3.js: JavaScript visualization library for custom interactive diagrams (requires more setup)

Setup

Check these steps against the project’s own instructions before running anything.

Follow the project's README on https://github.com/Aryanutkarsh/SeeCode (opens external site) for installation and usage instructions with your AI agent.

Why this grade

CC — Moderate risk signals

Signal-based grade (3/7 points): well starred on GitHub, public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

31/100

GitHub stars: 735
Listing last refreshed: 2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

Code generation trust: The AI agent generates JSON specs that become visual diagrams; malformed specs could crash viewers or display misleading information
Resource consumption: Complex diagrams with many animations could consume significant memory or CPU when rendered in browsers
Unvalidated input: If user-provided descriptions are passed through without checking, attackers could inject malicious JSON structures
No persistent data access: This skill primarily generates visual output and doesn't directly access files, databases, or credentials, but generated diagrams could leak information if they contain sensitive code snippets
Client-side rendering risks: Diagram files stored locally or shared could execute unexpected JavaScript if the viewer isn't properly sandboxed

How to lower the risk

Least-privilege permissions

Only grant the AI agent permission to create diagram specs for approved projects
Prevent the agent from reading or modifying actual source code files

Network isolation

Keep diagram generation local when possible
Don't share generated diagrams with untrusted recipients without review

Monitoring

Spot-check diagrams the AI generates for accuracy and unexpected content
Track which projects get visualized to catch unusual patterns

Red flags to watch for

Diagrams that show different logic than actual code contains
Very large or unusually complex JSON specs that might be invalid
Generated diagrams shared publicly that contain proprietary architecture details

Questions

How do I install SeeCode?

SeeCode does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/Aryanutkarsh/SeeCode.

Are there security reports about SeeCode?

No reports found for this package in our research (last checked 2026-10-29). SeeCode currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Key risk areas to watch include code generation trust, resource consumption, unvalidated input.

Is SeeCode actively maintained?

SeeCode has 735 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/Aryanutkarsh/SeeCode before pinning it in production.

What are alternatives to SeeCode?

Notable alternatives to SeeCode include Mermaid (Open-source diagram language that works in markdown (supports flowcharts, sequence, and class diagrams)), PlantUML (Text-based diagram tool for UML, architecture, and flowchart generation), Excalidraw API (Hand-drawn style diagrams with programmatic creation support), D3.js (JavaScript visualization library for custom interactive diagrams (requires more setup)). You can also compare SeeCode side by side with other skills in the Related tools section on this page.

Maintain or use SeeCode? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for SeeCode](https://agentarmorhq.com/api/badge/aryanutkarsh-seecode)](https://agentarmorhq.com/skills/aryanutkarsh-seecode)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/aryanutkarsh-seecode"><img src="https://agentarmorhq.com/api/badge/aryanutkarsh-seecode" alt="AgentArmorHQ Risk Grade for SeeCode" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "aryanutkarsh-seecode"

Share with your security lead

Need sign-off to use SeeCode? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: SeeCode
- **Listing URL:** https://agentarmorhq.com/skills/aryanutkarsh-seecode
- **Type:** AI agent skill
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 735 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Connects to outside service API
- **Credentials:** Requires API key or token
- **Package source:** GitHub (Aryanutkarsh/SeeCode)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/Aryanutkarsh/SeeCode
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 27, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: AI agent skill
Publisher: Aryanutkarsh
Source code: github.com/Aryanutkarsh/SeeCode
Est. context load: ~50 tokens idle · ~450 tokens when active (on-demand skill)
Popularity: 735 GitHub stars
Last updated: 2026-10-28
Last graded: 2026-10-27

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