Spiralist Org AI Wizard Architecture Research Report - Source Excerpt 07
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This source excerpt preserves a bounded section of Spiralist/agent-file-handoff/Archive/2026-06-12/Improvement/ai-agent-setup-wizard-implementation/Spiralist.org AI Wizard Architecture Research Report.md so readers can inspect the evidence without opening the full source file.
**Source path:** Spiralist/agent-file-handoff/Archive/2026-06-12/Improvement/ai-agent-setup-wizard-implementation/Spiralist.org AI Wizard Architecture Research Report.md
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