GitHub user wenjin272 added a comment to the discussion: Agent Skills 
Integration Design

Hi, @alnzng, I have talked about the skill-tool binding with @xintongsong 
offline. He expressed some concerns: It is beneficial to streamline the context 
by binding tools to skills and supporting dynamic loading. However, this 
requires users to explicitly declare the tools bound to each skill, which 
differs from the behavior of existing agents.

I have investigated LangChain, CrewAI, and DeepAgent, and indeed, none of them 
currently support binding a tool to a specific skill individually.
- DeepAgent: 
https://docs.langchain.com/oss/python/deepagents/skills#source-precedence
- CrewAI: 
https://docs.crewai.com/en/concepts/skills#pattern-1-skills-only-domain-expertise-no-actions-needed

Only LangChain mentioned a similar idea: 
https://docs.langchain.com/oss/python/langchain/multi-agent/skills#extending-the-pattern,
 but no specific implementation was provided.

Therefore, I think we can first align with other agent frameworks and support 
this capability at a more appropriate time in the future. WDYT? @alnzng 
@xintongsong 

GitHub link: 
https://github.com/apache/flink-agents/discussions/565#discussioncomment-16404150

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