RRepoGEO

REPOGEO REPORT · LITE

TencentCloud/CubeSandbox

Default branch master · commit 04524338 · scanned 6/29/2026, 10:57:12 PM

GitHub: 6,581 stars · 538 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 TencentCloud/CubeSandbox, 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
    Strengthen the README's opening to explicitly position for AI agent code execution

    Why:

    CURRENT
    Cube Sandbox is a high-performance, out-of-the-box secure sandbox service built on RustVMM and KVM. It supports both single-node deployment and easy scaling to multi-node clusters. It is compatible with the E2B SDK and can create a hardware-isolated, fully serviceable sandbox in under 60ms with less than 5MB of memory overhead.
    COPY-PASTE FIX
    Cube Sandbox is a high-performance, out-of-the-box secure sandbox service specifically designed for AI Agents. Built on RustVMM and KVM, it provides hardware-isolated microVMs that combine the strong security of KVM with the lightweight, fast-starting, and container-like user experience of OCI-compatible containers. This enables instant, concurrent, and secure execution of untrusted AI agent code, creating a fully serviceable sandbox in under 60ms with less than 5MB of memory overhead, far surpassing generic container or VM solutions for AI workloads. It supports both single-node deployment and easy scaling to multi-node clusters, and is compatible with the E2B SDK.
  • hightopics#2
    Add more specific AI and execution-related topics

    Why:

    CURRENT
    agents, container, sandbox
    COPY-PASTE FIX
    agents, container, sandbox, ai-agents, ai-runtime, secure-execution, microvm, kvm, rustvmm
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    CubeSandbox is licensed under [Specify License Name(s) or terms, e.g., 'a custom license based on Apache 2.0 and MIT terms']. Please refer to the [LICENSE file](./LICENSE) for full details.

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 TencentCloud/CubeSandbox
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
moby/moby
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. moby/moby · recommended 1×
  2. google/gvisor · recommended 1×
  3. kata-containers/kata-containers · recommended 1×
  4. firecracker-microvm/firecracker · recommended 1×
  5. google/gcsb · recommended 1×
  • CATEGORY QUERY
    How can I securely run untrusted AI agent code in an isolated environment?
    you: not recommended
    AI recommended (in order):
    1. Docker (moby/moby)
    2. gVisor (google/gvisor)
    3. Kata Containers (kata-containers/kata-containers)
    4. Firecracker (firecracker-microvm/firecracker)
    5. Google Cloud Sandbox (gcsb) (google/gcsb)
    6. NSjail (google/nsjail)
    7. VirtualBox (virtualbox/virtualbox)
    8. VMware Workstation Player

    AI recommended 8 alternatives but never named TencentCloud/CubeSandbox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are lightweight and high-performance solutions for concurrently executing AI agent tasks?
    you: not recommended
    AI recommended (in order):
    1. Ray
    2. Akka
    3. Go
    4. Rust
    5. Tokio
    6. asyncio
    7. uvloop
    8. Erlang
    9. Elixir

    AI recommended 9 alternatives but never named TencentCloud/CubeSandbox. 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 TencentCloud/CubeSandbox?
    pass
    AI named TencentCloud/CubeSandbox explicitly

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

  • If a team adopts TencentCloud/CubeSandbox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TencentCloud/CubeSandbox 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 TencentCloud/CubeSandbox solve, and who is the primary audience?
    pass
    AI named TencentCloud/CubeSandbox explicitly

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

Embed your GEO score

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MARKDOWN (README)
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TencentCloud/CubeSandbox — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite