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Use this skill when helping users build applications with AI4J in their own Java or Spring Boot projects, including first chat, streaming, tool/function calls, MCP, RAG, memory, Agent runtime, Coding Agent CLI embedding, FlowGram integration, provider configuration, dependency selection, and troubleshooting. It guides beginner-friendly app scaffolding, secure environment-variable configuration, smallest useful AI4J module selection, runnable examples, and verification steps. For AI4J repository maintenance, follow the repository AGENTS.md and Harness Anything task workflow instead of this user-facing app builder skill.
Ask the application user concise structured questions when missing information blocks a safe AI4J agent action.
CLI skill
Based on SOC occupation classification
Showing SKILL.md
| name | validator-skill |
| description | Fixture skill for extension validation tests. |
Use this fixture to verify extension resource checks.