chore: streamline AGENTS onboarding and testing matrix#107
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Summary
Refine AGENTS.md to reduce duplication and improve fresh-agent onboarding with a quick-start flow, command-family lookup, testing matrix, and token guardrails.
Keep core quality constraints while making guidance faster to apply.
Validation
No code/runtime changes (docs-only update).