[SPARK-56074][INFRA] Improve AGENTS.md with inline build/test commands, PR workflow, and dev notes#54899

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cloud-fan wants to merge 11 commits intoapache:masterfrom

Commits on Mar 19, 2026

[MINOR] Improve AGENTS.md with inline build/test commands, PR workflow, and dev notes
cloud-fan
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[MINOR] Address review comments: remove [MINOR] from PR title format, drop Python version check
cloud-fan
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[MINOR] Add instruction to ask user for JIRA ticket ID
cloud-fan
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[MINOR] Ask user to create/provide JIRA ticket, require approval before push
cloud-fan
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[MINOR] Simplify project overview in AGENTS.md
cloud-fan
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[MINOR] Refine AGENTS.md: improve pre-flight checks, use <module> placeholders, simplify PR section
cloud-fan
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