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Six-phase upgrade of /training from a read-only dashboard into a full Style Studio for managing Daphna's style corpus. - Upload Sheet on /training: file → proofread preview → commit (no more CLI-only `upload-training` skill). - Rich corpus metadata: GET /api/training/corpus returns summary, outcome, key_principles, page_count, parties (regex), legal_citation, lessons_count. PATCH endpoint for chair edits. CorpusDetailDrawer with 4 tabs (details /content/lessons/patterns) replaces the bare table row. - LLM metadata enrichment: style_metadata_extractor + MCP tools (style_corpus_enrich, style_corpus_pending_enrichment) fill summary /outcome/key_principles via claude_session (free, host-side). - Per-decision lessons: new decision_lessons table + 4 REST endpoints + LessonsTab in drawer; hermes-curator now auto-posts findings as decision_lessons(source=curator). - Curator Portrait tab: prompt rendered with link to Gitea, recent curator findings, style_analyzer training prompts, propose-change form that writes proposals to data/curator-proposals/ for manual chair review (no auto-mutation of the agent file). - Style chat tab: SSE-streamed conversations with the style agent. New host-side pm2 service (legal-chat-service, port 8770) wraps claude CLI with stream-json + --resume continuation; FastAPI proxies via host.docker.internal. Zero API cost — uses chaim's claude.ai subscription. chat_conversations + chat_messages persist history. Architecture: keeps the existing rule that claude_session only runs on the host (not the container). The new legal-chat-service is the canonical bridge between the container and the local CLI for the chat feature; everything else (upload, metadata, lessons) stays within the container's existing capabilities. Audit script (scripts/audit_training_corpus.py) included for verifying which corpus rows still need enrichment. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>