RRepoGEO

REPOGEO REPORT · LITE

rivet-dev/secure-exec

Default branch main · commit e03a2faf · scanned 5/29/2026, 6:47:06 PM

GitHub: 874 stars · 43 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface rivet-dev/secure-exec, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to highlight AI agent use case and lightweight security

    Why:

    CURRENT
    <h3 align="center">Secure Node.js Execution Without a Sandbox</h3>

<p align="center">
  A lightweight library for secure Node.js execution.<br />
  No containers, no VMs — just npm-compatible sandboxing out of the box.<br />
  Powered by the same tech as Cloudflare Workers.
</p>
    COPY-PASTE FIX
    <h3 align="center">Secure Node.js Execution for AI Agents and Untrusted Code</h3>

<p align="center">
  A lightweight, npm-compatible library for securely executing Node.js code, especially for AI agents or untrusted environments.<br />
  Achieve robust sandboxing without the overhead of containers or VMs, powered by the same technology as Cloudflare Workers.
</p>
  • mediumcomparison#2
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

`secure-exec` offers a unique balance of security, performance, and Node.js compatibility, distinguishing it from common alternatives:

*   **`vm2` / Node.js `vm` module:** While `vm2` attempts sandboxing, it has a history of critical vulnerabilities. The built-in `vm` module offers weak isolation. `secure-exec` provides a more robust, kernel-level isolation designed for untrusted code.
*   **Docker / Podman (Containers):** Containers offer strong isolation but come with significant overhead in terms of startup time, resource usage, and complexity, making them less suitable for fine-grained, on-demand execution like in AI agents. `secure-exec` is a lightweight library, not a full container solution.
*   **`child_process.fork`:** This Node.js API provides process isolation but no security sandbox, making it unsafe for executing untrusted code. `secure-exec` is built from the ground up for secure execution.
*   **QuickJS / Duktape / V8 (raw engines):** These are JavaScript engines, not full Node.js runtimes. `secure-exec` provides a complete npm-compatible Node.js environment within its secure sandbox.
  • lowabout#3
    Refine repository description to emphasize AI agent use case

    Why:

    CURRENT
    Secure Node.js Execution Without a Sandbox A lightweight library for secure Node.js execution. No containers, no VMs — just npm-compatible sandboxing out of the box.
    COPY-PASTE FIX
    A lightweight, npm-compatible library for secure Node.js execution, ideal for AI agents and untrusted code. Achieve robust sandboxing without containers or VMs.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface rivet-dev/secure-exec
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
patriksimek/vm2
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. patriksimek/vm2 · recommended 1×
  2. Docker · recommended 1×
  3. Podman · recommended 1×
  4. child_process.fork · recommended 1×
  5. bytecodealliance/wasmtime-node · recommended 1×
  • CATEGORY QUERY
    How to safely execute untrusted Node.js code within an AI agent's environment?
    you: not recommended
    AI recommended (in order):
    1. vm2 (patriksimek/vm2)
    2. Docker
    3. Podman
    4. child_process.fork
    5. wasmtime-node (bytecodealliance/wasmtime-node)
    6. wasmer-js (wasmerio/wasmer-js)
    7. AWS Lambda
    8. Google Cloud Functions
    9. Azure Functions
    10. isolated-vm (laverdet/isolated-vm)

    AI recommended 10 alternatives but never named rivet-dev/secure-exec. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a lightweight library to run isolated JavaScript code without full VMs or containers.
    you: not recommended
    AI recommended (in order):
    1. QuickJS (bellard/quickjs)
    2. Duktape (svaarala/duktape)
    3. V8 (v8/v8)
    4. Node.js vm module (nodejs/node)
    5. ChakraCore (microsoft/ChakraCore)
    6. Hermes (facebook/hermes)

    AI recommended 6 alternatives but never named rivet-dev/secure-exec. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of rivet-dev/secure-exec?
    pass
    AI named rivet-dev/secure-exec explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts rivet-dev/secure-exec in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rivet-dev/secure-exec explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo rivet-dev/secure-exec solve, and who is the primary audience?
    pass
    AI named rivet-dev/secure-exec explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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