REPOGEO REPORT · LITE

LearnPrompt/luban-skill

Default branch master · commit 89b1f0dd · scanned 6/26/2026, 11:52:56 AM

GitHub: 538 stars · 99 forks

AI VISIBILITY SCORE

28 /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

2 / 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 LearnPrompt/luban-skill, 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
Update README H1 to explicitly state project's function for AI agents
Why:
CURRENT
```
# 鲁班 | Luban
```
COPY-PASTE FIX
```
# 鲁班 | Luban: An AI Agent Skill-Polishing Workshop
```

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

ai-agents, llm-skills, prompt-engineering, agent-development, skill-refinement, ai-validation, generative-ai

mediumhomepage#3
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://skills.sh/LearnPrompt/luban-skill
```

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 LearnPrompt/luban-skill

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 1×
LlamaIndex · recommended 1×
OpenAI API · recommended 1×
PromptLayer · recommended 1×
Weights & Biases Prompts · recommended 1×

CATEGORY QUERY
How to refine an AI agent's prompt or skill for better reusability and sharing?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. OpenAI API
4. PromptLayer
5. Weights & Biases Prompts
6. Hugging Face Transformers
7. Semantic Kernel
AI recommended 7 alternatives but never named LearnPrompt/luban-skill. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools to validate and improve the quality and performance of custom AI skills?
you: not recommended
AI recommended (in order):
1. Weights & Biases
2. MLflow
3. TensorBoard
4. Deepchecks
5. Evidently AI
6. Fiddler AI
7. Arize AI
AI recommended 7 alternatives but never named LearnPrompt/luban-skill. 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 LearnPrompt/luban-skill?
pass
AI did not name LearnPrompt/luban-skill — 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 LearnPrompt/luban-skill in production, what risks or prerequisites should they evaluate first?
pass
AI named LearnPrompt/luban-skill 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 LearnPrompt/luban-skill solve, and who is the primary audience?
pass
AI named LearnPrompt/luban-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/LearnPrompt/luban-skill.svg)](https://repogeo.com/en/r/LearnPrompt/luban-skill)

HTML

<a href="https://repogeo.com/en/r/LearnPrompt/luban-skill"><img src="https://repogeo.com/badge/LearnPrompt/luban-skill.svg" alt="RepoGEO" /></a>

Pro

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LearnPrompt/luban-skill — 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