PUNTO / System Architecture

PUNTO / System Architecture An architecture diagram generated by Archify. Advisor Studio · @ client + current request · Architecture component · Three Chinese drafts Advisor Studio @ client + current request Three Chinese drafts HTTP Entry · nginx + Python API · Architecture component HTTP Entry nginx + Python API Agent Runtime · Route / context / draft / check · Architecture component · At most one repair Agent Runtime Route / context / draft / check At most one repair Configured LLM · OpenAI-compatible HTTP API · Architecture component · Real model calls Configured LLM OpenAI-compatible HTTP API Real model calls Human Review / Export · Validate CSV + import ratings · Architecture component Human Review / Export Validate CSV + import ratings Persistent SQLite · Profiles / catalogue / run records · Architecture component Persistent SQLite Profiles / catalogue / run records Brand + Scenario Skills · Six skills + optional modifiers · Architecture component · Local text guidance Brand + Scenario Skills Six skills + optional modifiers Local text guidance Run Audit Log · JSONL / attempts / phase timing · Architecture component Run Audit Log JSONL / attempts / phase timing Submission Materials · CSV / JSON / written reports · Architecture component · Versioned case membership Submission Materials CSV / JSON / written reports Versioned case membership HTTP JSON execute LLM calls read / write load append read / import export Legend Frontend Backend Database External