RRepoGEO

REPOGEO REPORT · LITE

EXboys/skilllite

Default branch main · commit fab0d32e · scanned 5/7/2026, 1:30:09 PM

GitHub: 120 stars · 13 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 EXboys/skilllite, 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 and reposition the core purpose statement in the README

    Why:

    CURRENT
    The current README excerpt shows the description "A lightweight secure Self-evolution engine built in Rust, featuring a built-in native system-level sandbox, zero dependencies, and fully local execution." appearing after the H1, badges, documentation links, and a "Pick your path" section.
    COPY-PASTE FIX
    Move the following sentence to immediately after the `# SkillLite` heading: 'SkillLite is a lightweight, secure, and self-evolving **AI agent engine** built in Rust, featuring a built-in native system-level sandbox for safe AI code execution, zero dependencies, and fully local operation. It provides a robust environment for developing and running autonomous AI agents, independent of specific platforms like Unity.'
  • highhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the 'Homepage' field in the repository's 'About' section to the project's primary website or GitHub URL.
  • mediumtopics#3
    Expand repository topics to reinforce its role as an AI agent engine

    Why:

    CURRENT
    agentskills, ai-agents, rust-sandbox, sandbox, self-evolving
    COPY-PASTE FIX
    ai-agent-engine, self-evolving-ai, rust-ai, secure-ai-sandbox, local-ai-agents, agentskills, ai-agents, rust-sandbox, sandbox, self-evolving

Category GEO backends resolved for this scan: gemini-2.5-flash Only one answer backend was resolved (usually your primary OPENAI_MODEL). A long run means work executed, not that OpenRouter multi-model routing is active. For multiple tabs, ensure the diagnosing process can read DIAGNOSIS_LLM_CONFIG_FILE or OPENROUTER_API_KEY, at least two liteModels slugs, and OPENROUTER_DIAGNOSIS_DISABLED is off. See docs/DIAGNOSIS_LLM.md.

Category visibility — the real GEO test

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

Recall
0 / 2
0% of queries surface EXboys/skilllite
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. Oracle VirtualBox · recommended 1×
  3. VMware Workstation Player · recommended 1×
  4. Firecracker · recommended 1×
  5. gVisor · recommended 1×
  • CATEGORY QUERY
    How can I run self-evolving AI agents securely in an isolated local environment?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Oracle VirtualBox
    3. VMware Workstation Player
    4. Firecracker
    5. gVisor
    6. QEMU/KVM

    AI recommended 6 alternatives but never named EXboys/skilllite. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Rust-based sandbox solution for executing untrusted AI agent code locally.
    you: not recommended
    AI recommended (in order):
    1. Wasmtime
    2. Wasmer
    3. Lucet
    4. nix
    5. seccomp

    AI recommended 5 alternatives but never named EXboys/skilllite. 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 EXboys/skilllite?
    pass
    AI named EXboys/skilllite explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of EXboys/skilllite. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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