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
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.
- hightopics#1Add specific topics to improve categorization
Why:
COPY-PASTE FIX["claude", "anthropic", "ai-agent", "llm", "agent-skills", "workflow", "automation", "plugin", "marketplace", "claudekit"]
- highlicense#2Add a LICENSE file to clarify usage terms
Why:
COPY-PASTE FIXCreate 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#3Reposition 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.
- LangChain · recommended 2×
- LlamaIndex · recommended 2×
- Haystack · recommended 2×
- Microsoft Guidance · recommended 1×
- Autogen · recommended 1×
- CATEGORY QUERYHow to build reliable multi-step AI agents with guardrails for complex tasks?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- Microsoft Guidance
- Haystack
- Autogen
- Pydantic
- Guardrails AI
AI recommended 7 alternatives but never named mrgoonie/claudekit-skills. This is the gap to close.
Show full AI answer
- CATEGORY QUERYSeeking frameworks to develop modular AI agent workflows with robust integration points.you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- Haystack
- AutoGPT
- CrewAI
- 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 completenesswarn
Suggestion:
- README presencepass
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?passAI 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?passAI 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?passAI 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.
[](https://repogeo.com/en/r/mrgoonie/claudekit-skills)<a href="https://repogeo.com/en/r/mrgoonie/claudekit-skills"><img src="https://repogeo.com/badge/mrgoonie/claudekit-skills.svg" alt="RepoGEO" /></a>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