fix: Restore all files lost during destructive rebase

A previous `git pull --rebase origin main` dropped 177 local commits,
losing 3400+ files across admin-v2, backend, studio-v2, website,
klausur-service, and many other services. The partial restore attempt
(660295e2) only recovered some files.

This commit restores all missing files from pre-rebase ref 98933f5e
while preserving post-rebase additions (night-scheduler, night-mode UI,
NightModeWidget dashboard integration).

Restored features include:
- AI Module Sidebar (FAB), OCR Labeling, OCR Compare
- GPU Dashboard, RAG Pipeline, Magic Help
- Klausur-Korrektur (8 files), Abitur-Archiv (5+ files)
- Companion, Zeugnisse-Crawler, Screen Flow
- Full backend, studio-v2, website, klausur-service
- All compliance SDKs, agent-core, voice-service
- CI/CD configs, documentation, scripts

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

edu-search-service/internal/staff/publication_adapter.go

@@ -0,0 +1,78 @@
+// Package staff provides university staff and publication crawling functionality
+package staff
+
+import (
+	"context"
+	"log"
+	"time"
+
+	"github.com/google/uuid"
+
+	"github.com/breakpilot/edu-search-service/internal/database"
+	"github.com/breakpilot/edu-search-service/internal/orchestrator"
+)
+
+// PublicationOrchestratorAdapter adapts publication crawling to the orchestrator interface
+// Note: This is a stub for now - publication crawling is a future feature
+type PublicationOrchestratorAdapter struct {
+	repo *database.Repository
+}
+
+// NewPublicationOrchestratorAdapter creates a new publication crawler adapter
+func NewPublicationOrchestratorAdapter(repo *database.Repository) *PublicationOrchestratorAdapter {
+	return &PublicationOrchestratorAdapter{
+		repo: repo,
+	}
+}
+
+// CrawlPublicationsForUniversity crawls publications for all staff at a university
+// This is Phase 4: Publication discovery (future implementation)
+func (a *PublicationOrchestratorAdapter) CrawlPublicationsForUniversity(ctx context.Context, universityID uuid.UUID) (*orchestrator.CrawlProgress, error) {
+	start := time.Now()
+	progress := &orchestrator.CrawlProgress{
+		Phase:     orchestrator.PhasePublications,
+		StartedAt: start,
+	}
+
+	log.Printf("[PublicationAdapter] Publications phase for university %s", universityID)
+
+	// Get staff members for this university
+	staffList, err := a.repo.SearchStaff(ctx, database.StaffSearchParams{
+		UniversityID: &universityID,
+		Limit:        10000,
+	})
+	if err != nil {
+		progress.Errors = append(progress.Errors, err.Error())
+		return progress, err
+	}
+
+	log.Printf("[PublicationAdapter] Found %d staff members for publication crawling", staffList.Total)
+
+	// TODO: Implement actual publication crawling
+	// - For each staff member with ORCID/Google Scholar ID:
+	//   - Fetch publications from ORCID API
+	//   - Fetch publications from Google Scholar
+	//   - Match and deduplicate
+	//   - Store in database
+	//
+	// For now, we mark this phase as complete (no-op)
+
+	pubCount := 0
+
+	// Count existing publications for this university
+	for _, staff := range staffList.Staff {
+		pubs, err := a.repo.GetStaffPublications(ctx, staff.ID)
+		if err == nil {
+			pubCount += len(pubs)
+		}
+	}
+
+	progress.ItemsFound = pubCount
+	progress.ItemsProcessed = staffList.Total
+	now := time.Now()
+	progress.CompletedAt = &now
+
+	log.Printf("[PublicationAdapter] Publications phase completed for university %s: %d existing publications found", universityID, pubCount)
+
+	return progress, nil
+}