RRepoGEO

REPOGEO REPORT · LITE

akitaonrails/ai-jail

Default branch master · commit 17da8cb5 · scanned 5/31/2026, 1:56:58 PM

GitHub: 540 stars · 53 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 akitaonrails/ai-jail, 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
    Clarify README's opening to distinguish from 'AI jailbreaking'

    Why:

    CURRENT
    # ai-jail

A sandbox wrapper for AI coding agents (Linux: `bwrap`, macOS: `sandbox-exec`). Run Claude Code, GPT Codex, OpenCode, Crush, and similar tools with access only to the paths you allow.
    COPY-PASTE FIX
    # ai-jail: A Sandbox for AI Coding Agents

This project provides a secure, multi-OS sandbox wrapper for running untrusted AI coding agents (e.g., Claude Code, GPT Codex, OpenCode). Unlike "AI jailbreaking" tools that aim to bypass model safety filters, `ai-jail` focuses on containing the agent's execution environment, restricting its access to your system's paths and resources.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    sandbox, ai-agents, security, linux, macos, bubblewrap, code-execution, isolation, agent-security
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://github.com/akitaonrails/ai-jail

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 akitaonrails/ai-jail
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
google/gvisor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. google/gvisor · recommended 1×
  2. firecracker-microvm/firecracker · recommended 1×
  3. moby/moby · recommended 1×
  4. Seccomp · recommended 1×
  5. AppArmor · recommended 1×
  • CATEGORY QUERY
    How to securely run untrusted AI-generated code with restricted system access?
    you: not recommended
    AI recommended (in order):
    1. gVisor (google/gvisor)
    2. Firecracker (firecracker-microvm/firecracker)
    3. Docker (moby/moby)
    4. Seccomp
    5. AppArmor
    6. SELinux
    7. Wasmtime (bytecodealliance/wasmtime)
    8. Wasmer (wasmerio/wasmer)
    9. NSjail (google/nsjail)
    10. Jailkit (fkooman/jailkit)

    AI recommended 10 alternatives but never named akitaonrails/ai-jail. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create isolated execution environments for AI coding agents cross-platform?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Podman
    3. Singularity (now Apptainer)
    4. VirtualBox
    5. WSL 2 (Windows Subsystem for Linux 2)
    6. Conda

    AI recommended 6 alternatives but never named akitaonrails/ai-jail. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 akitaonrails/ai-jail?
    pass
    AI named akitaonrails/ai-jail explicitly

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

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