RRepoGEO

REPOGEO REPORT · LITE

mrgoonie/claudekit-skills

Default branch main · commit 80113d86 · scanned 5/8/2026, 4:12:46 PM

GitHub: 2,061 stars · 412 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 mrgoonie/claudekit-skills, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ["claude", "anthropic", "ai-agent", "llm", "agent-skills", "workflow", "automation", "plugin", "marketplace", "claudekit"]
  • highlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root. For example, for an MIT License, the content would be:
    
    ```
    MIT License
    
    Copyright (c) [YEAR] [FULL NAME]
    
    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:
    
    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.
    
    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
    ```
    
    Then, add a line to your README, e.g., `## License\nThis project is licensed under the [MIT License](LICENSE).`
  • mediumreadme#3
    Reposition README opening to emphasize ClaudeKit/Anthropic Claude specificity

    Why:

    CURRENT
    # ClaudeKit - Agent Skills
    
    **Agent Skills** are specialized workflows that empower Claude to perform complex, multi-step tasks with precision and reliability. They combine mission briefs, guardrails, and integration hints to transform generic AI assistance into disciplined automation.
    COPY-PASTE FIX
    # ClaudeKit - Agent Skills for Anthropic Claude
    
    **Agent Skills** are specialized workflows designed specifically to empower Anthropic's Claude to perform complex, multi-step tasks with precision and reliability within the ClaudeKit framework. They combine mission briefs, guardrails, and integration hints to transform generic AI assistance into disciplined automation.

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 mrgoonie/claudekit-skills
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Haystack · recommended 2×
  4. Microsoft Guidance · recommended 1×
  5. Autogen · recommended 1×
  • CATEGORY QUERY
    How to build reliable multi-step AI agents with guardrails for complex tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Guidance
    4. Haystack
    5. Autogen
    6. Pydantic
    7. Guardrails AI

    AI recommended 7 alternatives but never named mrgoonie/claudekit-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking frameworks to develop modular AI agent workflows with robust integration points.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGPT
    5. CrewAI
    6. Microsoft Semantic Kernel

    AI recommended 6 alternatives but never named mrgoonie/claudekit-skills. 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 mrgoonie/claudekit-skills?
    pass
    AI named mrgoonie/claudekit-skills explicitly

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

  • If a team adopts mrgoonie/claudekit-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mrgoonie/claudekit-skills 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 mrgoonie/claudekit-skills solve, and who is the primary audience?
    pass
    AI named mrgoonie/claudekit-skills 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 mrgoonie/claudekit-skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/mrgoonie/claudekit-skills.svg)](https://repogeo.com/en/r/mrgoonie/claudekit-skills)
HTML
<a href="https://repogeo.com/en/r/mrgoonie/claudekit-skills"><img src="https://repogeo.com/badge/mrgoonie/claudekit-skills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

mrgoonie/claudekit-skills — 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