REPOGEO REPORT · LITE
heilcheng/awesome-agent-skills
Default branch main · commit de905685 · scanned 5/25/2026, 2:37:43 PM
GitHub: 5,070 stars · 456 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 heilcheng/awesome-agent-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.
- highreadme#1Reposition the README's opening to clarify it's a curated directory, not a framework or store.
Why:
CURRENTNever heard of "agent skills" before? You're in the right place. This is a community-curated list of simple text files that teach AI assistants (like Claude, Copilot, or Codex) how to do new things on demand, without retraining. Unlike bulk-generated skill repositories, this collection focuses on real-world Agent Skills created and used by actual engineering teams. Compatible with Claude Code, Codex, Antigravity, Gemini CLI, Cursor, GitHub Copilot, Windsurf, and more.
COPY-PASTE FIXNever heard of "agent skills" before? You're in the right place. This is the definitive, community-curated **directory of real-world agent skills** – simple text files that teach AI assistants (like Claude, Copilot, or Codex) how to do new things on demand, without retraining. Unlike generic AI frameworks or skill stores, this collection focuses on practical, engineering-team-validated Agent Skills, not just bulk-generated prompts.
- hightopics#2Add more specific topics to emphasize the repo's role as a curated directory of AI agent skills/prompts.
Why:
CURRENTagent-skills, ai-agents, ai-development, anthropic, automation, awesome, awesome-list, claude, codex, github-copilot, llm, mcp, openai, productivity, skill-md, vscode
COPY-PASTE FIXagent-skills, ai-agents, ai-development, anthropic, automation, awesome, awesome-list, claude, codex, github-copilot, llm, mcp, openai, productivity, skill-md, vscode, ai-prompts, prompt-engineering, agent-skills-directory, curated-list, ai-agent-prompts
- mediumreadme#3Add a concise "Why This List?" or "Differentiators" section to the README.
Why:
COPY-PASTE FIX## Why This List? Many resources offer AI prompts or frameworks, but `awesome-agent-skills` stands out as a **curated, community-driven directory** focused exclusively on **real-world, battle-tested agent skills**. We prioritize quality over quantity, ensuring each skill is practical and directly applicable for enhancing AI assistants without complex setups or retraining. This is not a framework to build agents, but a library of *what* agents can do.
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 1×
- LlamaIndex · recommended 1×
- OpenAI Function Calling · recommended 1×
- GPT-3.5 Turbo · recommended 1×
- GPT-4 · recommended 1×
- CATEGORY QUERYHow can I teach my AI assistant new specific tasks without retraining?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- OpenAI Function Calling
- GPT-3.5 Turbo
- GPT-4
- Pinecone
- Weaviate
- ChromaDB
- LoRA
- QLoRA
AI recommended 10 alternatives but never named heilcheng/awesome-agent-skills. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a directory of pre-built skills to extend my AI agent's functionality.you: not recommendedAI recommended (in order):
- OpenAI GPTs Store
- Zapier NLA
- LangChain Hub
- Hugging Face Hub
- Voiceflow Marketplace
- Microsoft Bot Framework Composer
AI recommended 6 alternatives but never named heilcheng/awesome-agent-skills. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- 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 heilcheng/awesome-agent-skills?passAI did not name heilcheng/awesome-agent-skills — 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 heilcheng/awesome-agent-skills in production, what risks or prerequisites should they evaluate first?passAI named heilcheng/awesome-agent-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 heilcheng/awesome-agent-skills solve, and who is the primary audience?passAI did not name heilcheng/awesome-agent-skills — 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?
Embed your GEO score
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heilcheng/awesome-agent-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