[ivanklee86]

Summary

• Adds AGENTS.md with documentation, coding-standard and testing guidance for coding agents.
• Adds docs/agents/internals.md, a short architecture doc: module layout, a mermaid diagram of the rubrical grade flow, the core data model, the package manager pattern, comparison rules, reporting, and recipes for adding a package manager or comparison type.

Notes

• internals.md describes behavior after the quirk fixes in Fix CLI quirks: blocking_mode, config errors, NOOP report crash, Python name matching #536 (it covers load_config, blocking_mode, and Python name normalization). Please merge that PR first.
• internals.md isn't in the mkdocs nav. mkdocs build --strict still passes.

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