RRepoGEO

REPOGEO REPORT · LITE

sandiiarov/skill-creator

Default branch main · commit f59b7d67 · scanned 6/15/2026, 7:51:43 PM

GitHub: 613 stars · 72 forks

AI VISIBILITY SCORE
22 /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
1 / 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 sandiiarov/skill-creator, 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's opening to clarify AI agent CLI generation

    Why:

    CURRENT
    # skill-creator

Give an AI agent a link to an OpenAPI spec, GraphQL schema, or MCP server and get back a ready-to-use Agent Skill with wrapper scripts, references, and usage notes.
    COPY-PASTE FIX
    # skill-creator: Runtime CLI Generation for AI Agents from API Specs

`skill-creator` enables AI agents to dynamically generate and use command-line interfaces (CLIs) from OpenAPI specifications, GraphQL schemas, or MCP servers. Provide your agent with an API link, and it will create a ready-to-use agent skill complete with wrapper scripts, references, and usage notes, eliminating manual API integration.
  • hightopics#2
    Add relevant GitHub topics

    Why:

    COPY-PASTE FIX
    ai-agents, cli-generation, openapi, graphql, api-automation, agent-tools, runtime, developer-tools
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    [Add the URL to your project's primary website or documentation here, e.g., https://skill-creator.dev]

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 sandiiarov/skill-creator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAPI Generator
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAPI Generator · recommended 1×
  2. Typer · recommended 1×
  3. Pydantic · recommended 1×
  4. Click · recommended 1×
  5. openapi-cli · recommended 1×
  • CATEGORY QUERY
    How to automatically generate command-line interfaces for AI agents from API specifications?
    you: not recommended
    AI recommended (in order):
    1. OpenAPI Generator
    2. Typer
    3. Pydantic
    4. Click
    5. openapi-cli
    6. Commander.js
    7. Yargs
    8. argparse

    AI recommended 8 alternatives but never named sandiiarov/skill-creator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to integrate OpenAPI or GraphQL APIs into AI agent workflows without manual setup?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Functions (or Tool Calling)
    4. Microsoft Semantic Kernel
    5. Zapier NLA (Natural Language Actions)
    6. Pipedream

    AI recommended 6 alternatives but never named sandiiarov/skill-creator. 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 sandiiarov/skill-creator?
    pass
    AI did not name sandiiarov/skill-creator — likely talking about a different project

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

  • If a team adopts sandiiarov/skill-creator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sandiiarov/skill-creator 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 sandiiarov/skill-creator solve, and who is the primary audience?
    pass
    AI did not name sandiiarov/skill-creator — likely talking about a different project

    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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sandiiarov/skill-creator — RepoGEO report