RRepoGEO

REPOGEO REPORT · LITE

vercel-labs/just-bash

Default branch main · commit 1369b772 · scanned 5/17/2026, 12:06:48 AM

GitHub: 3,518 stars · 198 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
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 vercel-labs/just-bash, 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 the README's opening to clearly state its purpose for AI agents

    Why:

    CURRENT
    # just-bash monorepo

This repository hosts the `just-bash` package and its examples.
    COPY-PASTE FIX
    # just-bash: A Simulated Bash Environment for AI Agents

This monorepo provides the `just-bash` package, a JavaScript-based simulated bash environment featuring a virtual filesystem, designed specifically for AI agents to execute commands safely and programmatically.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, bash-simulation, virtual-filesystem, javascript, typescript, monorepo
  • mediumlicense#3
    Add a standard open-source license file

    Why:

    COPY-PASTE FIX
    Add a LICENSE file to the repository root with the text of the MIT License.

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 vercel-labs/just-bash
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Docker
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Docker · recommended 1×
  2. Firecracker · recommended 1×
  3. gVisor · recommended 1×
  4. chroot · recommended 1×
  5. Namespaces and cgroups · recommended 1×
  • CATEGORY QUERY
    How to provide a sandboxed bash environment for AI agents to execute commands?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Firecracker
    3. gVisor
    4. chroot
    5. Namespaces and cgroups

    AI recommended 5 alternatives but never named vercel-labs/just-bash. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow programmatic simulation of a bash shell with a virtual filesystem?
    you: not recommended
    AI recommended (in order):
    1. Docker (moby/moby)
    2. Podman (containers/podman)
    3. subprocess module (Python) (python/cpython)
    4. nsjail (google/nsjail)
    5. firejail (firejail/firejail)
    6. proot (proot-me/proot)
    7. schroot (schroot/schroot)

    AI recommended 7 alternatives but never named vercel-labs/just-bash. 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 vercel-labs/just-bash?
    pass
    AI named vercel-labs/just-bash explicitly

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

  • If a team adopts vercel-labs/just-bash in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vercel-labs/just-bash 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 vercel-labs/just-bash solve, and who is the primary audience?
    pass
    AI named vercel-labs/just-bash 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
  • Prioritized action items8 vs 3 in Lite
vercel-labs/just-bash — RepoGEO report