RRepoGEO

REPOGEO REPORT · LITE

rohitg00/skillkit

Default branch main · commit d2e5c346 · scanned 6/19/2026, 10:11:57 AM

GitHub: 1,231 stars · 114 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 rohitg00/skillkit, 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 its unique value proposition

    Why:

    CURRENT
    ### *One skill. Every agent. 46 of them.*
    COPY-PASTE FIX
    ### *One skill. Every agent. 46 of them.*

**SkillKit unifies AI agent skill formats, enabling seamless installation, translation, and sharing of portable skills across Claude Code, Cursor, Codex, Copilot, and 40+ other coding assistants.**
  • mediumtopics#2
    Add more specific topics to highlight portability and multi-agent interoperability

    Why:

    CURRENT
    agent-skills, agentskills, ai, cli, codex, cursor, gemini, opencode, skills
    COPY-PASTE FIX
    agent-skills, agentskills, ai, cli, codex, cursor, gemini, opencode, skills, ai-agent-portability, skill-interoperability, multi-agent-skills, coding-assistant-skills
  • mediumcomparison#3
    Add a 'Comparison with AI Agent Frameworks' section to the README

    Why:

    COPY-PASTE FIX
    ## SkillKit vs. AI Agent Frameworks (LangChain, LlamaIndex, etc.)

SkillKit focuses on unifying and porting skills *between* existing AI coding assistants, not on building new agents or complex agentic workflows from scratch. While frameworks like LangChain provide tools for agent construction, SkillKit ensures the skills you define can be universally understood and used by a wide array of pre-built agents.

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 rohitg00/skillkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI GPTs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPTs · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. Semantic Kernel · recommended 1×
  5. CrewAI · recommended 1×
  • CATEGORY QUERY
    How to develop AI agent skills that are portable and shareable across different coding assistants?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPTs
    2. LangChain
    3. LlamaIndex
    4. Semantic Kernel
    5. CrewAI
    6. Function Calling / Tool Use
    7. Custom REST APIs / Microservices

    AI recommended 7 alternatives but never named rohitg00/skillkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a way to unify AI agent skill formats for seamless integration across various platforms.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Function Calling / Tools
    2. LangChain Tools/Agents (langchain-ai/langchain)
    3. LlamaIndex Tools/Agents (run-llama/llama_index)
    4. Semantic Kernel Skills (microsoft/semantic-kernel)
    5. Agent Protocol (AgentProtocol/AgentProtocol)
    6. JSON Schema for API Definitions

    AI recommended 6 alternatives but never named rohitg00/skillkit. 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 rohitg00/skillkit?
    pass
    AI named rohitg00/skillkit explicitly

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

  • If a team adopts rohitg00/skillkit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rohitg00/skillkit 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 rohitg00/skillkit solve, and who is the primary audience?
    pass
    AI named rohitg00/skillkit explicitly

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

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rohitg00/skillkit — 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