REPOGEO REPORT · LITE
chujianyun/skills
Default branch main · commit 3fed37e6 · scanned 6/6/2026, 7:57:58 PM
GitHub: 630 stars · 89 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 chujianyun/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
2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition the README H1 to specify category and purpose
Why:
CURRENT# Skills
COPY-PASTE FIX# Claude Agent Skills: Practical Workflows for AI Instruction & Configuration Optimization
- lowlicense#2Clarify the existing license in the README
Why:
COPY-PASTE FIXThis project's licensing terms are detailed in the LICENSE file. Please consult it for usage rights.
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×
- Weights & Biases · recommended 1×
- MLflow · recommended 1×
- OpenAI Evals · recommended 1×
- Humanloop · recommended 1×
- CATEGORY QUERYTools to optimize AI agent instructions and project configurations for better performance?you: not recommendedAI recommended (in order):
- Weights & Biases
- MLflow
- LangChain
- OpenAI Evals
- Humanloop
- Optuna
- Hydra
AI recommended 7 alternatives but never named chujianyun/skills. This is the gap to close.
Show full AI answer
- CATEGORY QUERYFrameworks for building and distributing reusable AI agent capabilities and workflows?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- Haystack
- OpenAI Assistants API
- Microsoft Semantic Kernel
- CrewAI
- AutoGPT
AI recommended 7 alternatives but never named chujianyun/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 chujianyun/skills?passAI named chujianyun/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 chujianyun/skills in production, what risks or prerequisites should they evaluate first?passAI named chujianyun/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 chujianyun/skills solve, and who is the primary audience?passAI named chujianyun/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 chujianyun/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.
Live preview[](https://repogeo.com/en/r/chujianyun/skills)<a href="https://repogeo.com/en/r/chujianyun/skills"><img src="https://repogeo.com/badge/chujianyun/skills.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
chujianyun/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