import os import re import json import sqlite3 import subprocess import imaplib import smtplib import email import threading import time import logging from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from email.header import decode_header from flask import Flask, render_template, request, redirect, url_for, session, flash, Response, send_from_directory, jsonify from datetime import datetime from dotenv import load_dotenv load_dotenv() # ── Agent Konfiguration ─────────────────────────────────────────────────────── AGENT_CONFIG_FILE = os.path.join(os.path.dirname(__file__), 'agent_config.json') def get_agent_config(): """Lädt die Agentenkonfiguration aus der JSON-Datei.""" if os.path.exists(AGENT_CONFIG_FILE): try: with open(AGENT_CONFIG_FILE, 'r', encoding='utf-8') as f: return json.load(f) except: pass return {} def get_agent_model(agent_key): """Gibt das konfigurierte Modell für einen Agenten zurück.""" config = get_agent_config() return config.get(agent_key, {}).get('model', 'opencode/big-pickle') def save_agent_config(agent_key, model): """Speichert die Konfiguration für einen Agenten.""" config = get_agent_config() if agent_key not in config: config[agent_key] = {} config[agent_key]['model'] = model with open(AGENT_CONFIG_FILE, 'w', encoding='utf-8') as f: json.dump(config, f, indent=2) # ── Email-Journal (SQLite) ────────────────────────────────────────────────── # Speichert jede gesehene Email mit Message-ID und Verarbeitungsstatus. # Verhindert, dass Emails verloren gehen wenn die App abstürzt. EMAIL_JOURNAL_DB = os.path.join(os.path.dirname(__file__), 'email_journal.db') def init_journal(): con = sqlite3.connect(EMAIL_JOURNAL_DB) con.execute(""" CREATE TABLE IF NOT EXISTS email_journal ( message_id TEXT PRIMARY KEY, imap_uid TEXT, sender TEXT, subject TEXT, received_at TEXT, status TEXT DEFAULT 'pending', agent_key TEXT, updated_at TEXT ) """) con.commit() con.close() def journal_seen(message_id: str) -> bool: """True wenn diese Message-ID bereits im Journal ist (egal welcher Status).""" con = sqlite3.connect(EMAIL_JOURNAL_DB) row = con.execute("SELECT status FROM email_journal WHERE message_id=?", (message_id,)).fetchone() con.close() return row is not None def journal_is_done(message_id: str) -> bool: """True wenn Status = 'completed', 'skipped' oder 'error'.""" con = sqlite3.connect(EMAIL_JOURNAL_DB) row = con.execute("SELECT status FROM email_journal WHERE message_id=?", (message_id,)).fetchone() con.close() return row is not None and row[0] in ('completed', 'skipped', 'error') def journal_is_stale(message_id: str) -> bool: """True wenn Journal-Eintrag als 'queued' gilt UND älter als failsafe_window ist.""" con = sqlite3.connect(EMAIL_JOURNAL_DB) row = con.execute("SELECT status, updated_at FROM email_journal WHERE message_id=?", (message_id,)).fetchone() con.close() if row is None or row[0] in ('completed', 'skipped', 'error'): return False try: updated = datetime.fromisoformat(row[1]) age = (datetime.now() - updated).total_seconds() return age > poller_settings['failsafe_window'] except Exception: return False def journal_insert(message_id: str, imap_uid: str, sender: str, subject: str, status: str, agent_key: str = ''): now = datetime.now().isoformat() con = sqlite3.connect(EMAIL_JOURNAL_DB) con.execute(""" INSERT OR IGNORE INTO email_journal (message_id, imap_uid, sender, subject, received_at, status, agent_key, updated_at) VALUES (?,?,?,?,?,?,?,?) """, (message_id, imap_uid, sender, subject, now, status, agent_key, now)) con.commit() con.close() def journal_update(message_id: str, status: str): now = datetime.now().isoformat() con = sqlite3.connect(EMAIL_JOURNAL_DB) con.execute("UPDATE email_journal SET status=?, updated_at=? WHERE message_id=?", (status, now, message_id)) con.commit() con.close() init_journal() # ──────────────────────────────────────────────────────────────────────────── app = Flask(__name__) logging.basicConfig(level=logging.INFO) logger = logging.getLogger(__name__) AGENT_KEYWORDS = { 'researcher': ['recherche', 'recherchieren', 'suchen', 'informationen', 'trends', 'forschung', 'web'], 'zusammenfasser': ['zusammenfassung', 'zusammenfassen', 'konsolidieren', 'übersicht'], 'tax_advisor': ['steuer', 'steuerrecht', 'umsatzsteuer', 'gemeinnützig', 'abgabe', 'finanzamt', '§4a', ' §4a', '§ 4a', 'mehrwertsteuer', 'mwst', 'ust', 'spenden'], 'location_manager': ['rathaus', 'location', 'ort', 'veranstaltungsort', 'raum', 'festsaal', 'wien'], 'program_manager': ['programm', 'ablauf', 'programmablauf', 'tanz', 'unterhaltung', 'awards', 'tombola', 'reden'], 'catering_manager': ['catering', 'essen', 'speisen', 'getränke', 'menü', 'küche', 'buffet', 'service', 'gastronomie'], 'musik_rechte_advisor': ['musik', 'akm', 'gema', 'lizenz', 'rechte', 'urheber', 'copyright', 'verwertungsgesellschaft'], 'document_editor': ['dokument', 'vertrag', 'brief', 'text', 'bearbeiten', 'erstellen', 'schreiben'], } app.secret_key = 'agent-orchestration-secret-key-2026' app.config['UPLOAD_FOLDER'] = 'uploads' app.config['MAX_CONTENT_LENGTH'] = 16 * 1024 * 1024 # Email Configuration - loaded AFTER load_dotenv() EMAIL_CONFIG = { 'imap_server': os.getenv('IMAP_SERVER', 'sslin.de'), 'smtp_server': os.getenv('SMTP_SERVER', 'sslout.de'), 'email_address': os.getenv('EMAIL_ADDRESS', ''), 'email_password': os.getenv('EMAIL_PASSWORD', '').strip('"').strip("'"), 'imap_port': int(os.getenv('IMAP_PORT', '993')), 'smtp_port': int(os.getenv('SMTP_PORT', '465')) } # Whitelist: Only these senders get processed by the poller EMAIL_WHITELIST = [ 'eric.fischer@signtime.media', 'p.dyderski@live.at', 'georg.tschare@gmail.com', 'georg.tschare@signtime.media', ] EMAIL_WHITELIST_DOMAINS = ['diversityball.at'] # ── Poller-Einstellungen (zur Laufzeit änderbar via /settings) ─────────────── # POLLER_INTERVAL: Wie oft der IMAP-Poller läuft (Sekunden) # FAILSAFE_WINDOW: Wie lange ein Task laufen darf bevor Failsafe anschlägt (Sekunden) poller_settings = { 'poll_interval': 120, # 2 Minuten 'failsafe_window': 600, # 10 Minuten (großzügig – Agenten brauchen oft 3-5 Min) } # Email processing log (max 50 entries) email_log = [] email_log_lock = threading.Lock() # Task queue für Email-Tasks task_queue = [] task_queue_lock = threading.Lock() def get_agent_prompt(agent_key): """Liest den System-Prompt eines Agenten aus der Datei.""" prompt_file = os.path.join(os.path.dirname(__file__), 'agents', agent_key, 'systemprompt.md') if os.path.exists(prompt_file): with open(prompt_file, 'r', encoding='utf-8') as f: return f.read() return "" def execute_agent_task(agent_key, user_prompt, extra_context=""): """ Führt einen echten Agenten-Task via opencode aus. System-Prompt wird als --prompt übergeben, User-Prompt als Message. """ system_prompt = get_agent_prompt(agent_key) if not system_prompt: return f"⚠️ Kein System-Prompt für Agent '{agent_key}' gefunden." kb_file = os.path.join(os.path.dirname(__file__), 'diversityball_knowledge.md') kb_content = "" if os.path.exists(kb_file): with open(kb_file, 'r', encoding='utf-8') as f: kb_content = f.read() # System-Prompt = Agent-Rolle + Wissensdatenbank full_system = f"""{system_prompt} ## Wissensdatenbank (Diversity-Ball): {kb_content} ## Wichtig: - Du hast Zugriff auf das Internet via WebFetch-Tool - nutze es aktiv! - Du kannst Emails versenden - nutze send_email wenn beauftragt - Liefere immer eine vollständige, direkt verwertbare Antwort {extra_context}""" # System-Prompt + User-Prompt zusammen als eine Message # (--prompt flag gibt leere Antwort, daher alles in eine Message) combined_message = f"{full_system}\n\n---\n\n{user_prompt}" # Modell aus Konfiguration holen model = get_agent_model(agent_key) try: result = subprocess.run( ['opencode', 'run', '--model', model, '--format', 'json', combined_message], capture_output=True, text=True, timeout=300, cwd=os.path.dirname(__file__) ) if result.returncode == 0: lines = result.stdout.strip().split('\n') response_text = "" for line in lines: try: data = json.loads(line) if data.get('part', {}).get('type') == 'text': response_text += data.get('part', {}).get('text', '') except: pass return response_text if response_text else "⚠️ Keine Antwort erhalten." else: return f"⚠️ Fehler: {result.stderr}" return f"⚠️ Fehler: {result.stderr}" except FileNotFoundError: return "⚠️ OpenCode CLI nicht gefunden. Bitte installiere opencode." except subprocess.TimeoutExpired: return "⚠️ Timeout - Agentenantwort dauert zu lange." except Exception as e: return f"⚠️ Fehler: {str(e)}" os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True) def load_agents_from_directories(): """Lädt Agenten dynamisch aus dem agents/ Verzeichnis.""" agents = {} agents_dir = os.path.join(os.path.dirname(__file__), 'agents') if not os.path.exists(agents_dir): return {} for agent_name in os.listdir(agents_dir): agent_path = os.path.join(agents_dir, agent_name) if os.path.isdir(agent_path): prompt_file = os.path.join(agent_path, 'systemprompt.md') description = f"Agent: {agent_name}" if os.path.exists(prompt_file): with open(prompt_file, 'r', encoding='utf-8') as f: content = f.read() first_line = content.split('\n')[0] if content else "" description = first_line.replace('#', '').strip() or f"Agent: {agent_name}" agents[agent_name] = { 'name': agent_name.replace('_', ' ').title(), 'description': description, 'status': 'active' } return agents AGENTS = load_agents_from_directories() tasks = [] chat_history = [] orchestrator_chat = [] def load_knowledge_base(): kb_path = os.path.join(os.path.dirname(__file__), 'diversityball_knowledge.md') if os.path.exists(kb_path): with open(kb_path, 'r', encoding='utf-8') as f: content = f.read() return content[:1500] return "" def load_agent_prompts(): prompts = {} agents_dir = os.path.join(os.path.dirname(__file__), 'agents') if os.path.exists(agents_dir): for agent_name in os.listdir(agents_dir): prompt_file = os.path.join(agents_dir, agent_name, 'systemprompt.md') if os.path.exists(prompt_file): with open(prompt_file, 'r', encoding='utf-8') as f: prompts[agent_name] = f.read()[:500] return prompts def init_orchestrator_session(): if 'orchestrator_kb' not in session: session['orchestrator_kb'] = load_knowledge_base() if 'orchestrator_prompts' not in session: session['orchestrator_prompts'] = load_agent_prompts() if 'orchestrator_chat' not in session: session['orchestrator_chat'] = [] def delegate_to_agent(prompt): prompt_lower = prompt.lower() for agent, keywords in AGENT_KEYWORDS.items(): for keyword in keywords: if keyword in prompt_lower: return agent return 'researcher' def get_uploaded_files(): files = [] upload_dir = app.config['UPLOAD_FOLDER'] if os.path.exists(upload_dir): for f in os.listdir(upload_dir): filepath = os.path.join(upload_dir, f) if os.path.isfile(filepath): files.append({ 'name': f, 'size': os.path.getsize(filepath), 'modified': datetime.fromtimestamp(os.path.getmtime(filepath)).strftime('%Y-%m-%d %H:%M') }) return sorted(files, key=lambda x: x['modified'], reverse=True) def get_email_folder_files(): """Liefert Dateien aus dem emails/ Verzeichnis.""" files = [] email_dir = os.path.join(os.path.dirname(__file__), 'emails') if os.path.exists(email_dir): for f in sorted(os.listdir(email_dir)): filepath = os.path.join(email_dir, f) if os.path.isfile(filepath): files.append({ 'name': f, 'size': os.path.getsize(filepath), 'modified': datetime.fromtimestamp(os.path.getmtime(filepath)).strftime('%Y-%m-%d %H:%M') }) return files def get_project_files(): """Liefert .md und .docx Dateien aus dem Arbeitsverzeichnis.""" files = [] base_dir = os.path.dirname(__file__) allowed_ext = ('.md', '.docx', '.txt') for f in sorted(os.listdir(base_dir)): filepath = os.path.join(base_dir, f) if os.path.isfile(filepath) and f.lower().endswith(allowed_ext): files.append({ 'name': f, 'size': os.path.getsize(filepath), 'modified': datetime.fromtimestamp(os.path.getmtime(filepath)).strftime('%Y-%m-%d %H:%M') }) return files # Email Functions def get_emails(): """Ruft Emails von IMAP-Server ab""" try: if not EMAIL_CONFIG['email_address'] or not EMAIL_CONFIG['email_password']: return [] mail = imaplib.IMAP4_SSL(EMAIL_CONFIG['imap_server'], EMAIL_CONFIG['imap_port']) mail.login(EMAIL_CONFIG['email_address'], EMAIL_CONFIG['email_password']) mail.select('INBOX') status, messages = mail.search(None, 'ALL') email_ids = messages[0].split()[-10:] # Last 10 emails emails = [] for email_id in reversed(email_ids): status, msg_data = mail.fetch(email_id, '(RFC822)') msg = email.message_from_bytes(msg_data[0][1]) emails.append({ 'id': email_id.decode(), 'subject': msg.get('Subject', '(Kein Betreff)'), 'from': msg.get('From', '(Unbekannt)'), 'date': msg.get('Date', ''), 'preview': get_email_preview(msg) }) mail.close() mail.logout() return emails except Exception as e: return [{'error': str(e)}] def get_email_preview(msg): """Extrahiert Email-Vorschau aus Nachricht""" try: if msg.is_multipart(): for part in msg.get_payload(): if part.get_content_type() == 'text/plain': return part.get_payload(decode=True).decode('utf-8', errors='ignore')[:100] else: return msg.get_payload(decode=True).decode('utf-8', errors='ignore')[:100] except: return '(Vorschau nicht verfügbar)' return '' def get_email_body(email_id): """Ruft vollständigen Email-Body ab""" try: if not EMAIL_CONFIG['email_address'] or not EMAIL_CONFIG['email_password']: return 'Email-Konfiguration erforderlich' mail = imaplib.IMAP4_SSL(EMAIL_CONFIG['imap_server'], EMAIL_CONFIG['imap_port']) mail.login(EMAIL_CONFIG['email_address'], EMAIL_CONFIG['email_password']) mail.select('INBOX') status, msg_data = mail.fetch(email_id, '(RFC822)') msg = email.message_from_bytes(msg_data[0][1]) body = "" if msg.is_multipart(): for part in msg.get_payload(): if part.get_content_type() == 'text/plain': body = part.get_payload(decode=True).decode('utf-8', errors='ignore') break else: body = msg.get_payload(decode=True).decode('utf-8', errors='ignore') mail.close() mail.logout() return body except Exception as e: return f'Fehler beim Abrufen der Email: {str(e)}' def send_email(to_address, subject, body): """Sendet eine Email via SMTP""" try: if not EMAIL_CONFIG['email_address'] or not EMAIL_CONFIG['email_password']: return False, 'Email-Konfiguration erforderlich' msg = MIMEMultipart() msg['From'] = EMAIL_CONFIG['email_address'] msg['To'] = to_address msg['Subject'] = subject msg.attach(MIMEText(body, 'plain', 'utf-8')) smtp_port = EMAIL_CONFIG['smtp_port'] if smtp_port == 465: server = smtplib.SMTP_SSL(EMAIL_CONFIG['smtp_server'], smtp_port, timeout=10) else: server = smtplib.SMTP(EMAIL_CONFIG['smtp_server'], smtp_port, timeout=10) server.starttls() server.login(EMAIL_CONFIG['email_address'], EMAIL_CONFIG['email_password']) server.send_message(msg) server.quit() return True, 'Email erfolgreich versendet' except Exception as e: return False, f'Fehler beim Versenden: {str(e)}' def is_whitelisted(sender_address): """Prüft ob Absender auf der Whitelist steht.""" match = re.search(r'<([^>]+)>', sender_address) addr = match.group(1).lower() if match else sender_address.lower().strip() if addr in [w.lower() for w in EMAIL_WHITELIST]: return True domain = addr.split('@')[-1] if '@' in addr else '' if domain in [d.lower() for d in EMAIL_WHITELIST_DOMAINS]: return True return False def decode_email_header_value(value): """Dekodiert Email-Header (z.B. encoded Subject/From).""" if not value: return '' decoded_parts = decode_header(value) result = '' for part, charset in decoded_parts: if isinstance(part, bytes): result += part.decode(charset or 'utf-8', errors='ignore') else: result += part return result def extract_body_from_msg(msg): """Extrahiert Text-Body aus einem Email-Message-Objekt.""" body = '' if msg.is_multipart(): for part in msg.walk(): content_type = part.get_content_type() content_disp = str(part.get('Content-Disposition', '')) if content_type == 'text/plain' and 'attachment' not in content_disp: try: charset = part.get_content_charset() or 'utf-8' payload = part.get_payload(decode=True) if isinstance(payload, bytes): body = payload.decode(charset, errors='ignore') break except Exception: pass else: try: charset = msg.get_content_charset() or 'utf-8' payload = msg.get_payload(decode=True) if isinstance(payload, bytes): body = payload.decode(charset, errors='ignore') except Exception: body = '' return body def add_to_email_log(entry): """Fügt Eintrag zum Email-Log hinzu (max 50 Einträge).""" with email_log_lock: email_log.append(entry) while len(email_log) > 50: email_log.pop(0) def poll_emails(): """ Hintergrund-Thread: Checkt alle 2 Minuten den IMAP-Posteingang. Nutzt SQLite-Journal als Failsafe: - UNSEEN → noch nie gesehen → verarbeiten - SEEN → aber nicht im Journal → wurde von externem Client gelesen → ignorieren - Im Journal als 'pending'/'queued' → App-Absturz → erneut verarbeiten (IMAP als UNSEEN zurücksetzen) IMAP Seen-Flag wird erst NACH erfolgreichem Task-Abschluss gesetzt (durch TaskWorker). """ logger.info("[EmailPoller] Hintergrund-Thread gestartet.") while True: try: addr = EMAIL_CONFIG.get('email_address', '') pwd = EMAIL_CONFIG.get('email_password', '') if not addr or not pwd: logger.warning("[EmailPoller] Keine Email-Konfiguration – überspringe Durchlauf.") time.sleep(poller_settings['poll_interval']) continue logger.info("[EmailPoller] Verbinde mit IMAP %s:%d …", EMAIL_CONFIG['imap_server'], EMAIL_CONFIG['imap_port']) mail = imaplib.IMAP4_SSL(EMAIL_CONFIG['imap_server'], EMAIL_CONFIG['imap_port']) mail.login(addr, pwd) mail.select('INBOX') # Alle Emails holen (UNSEEN + Journal-pending als Failsafe) status, messages = mail.search(None, 'ALL') if status != 'OK': mail.close() mail.logout() time.sleep(poller_settings['poll_interval']) continue all_ids = messages[0].split() # Kandidaten: UNSEEN oder im Journal als noch nicht abgeschlossen candidates = [] for email_id in all_ids: fetch_status, flag_data = mail.fetch(email_id, '(FLAGS RFC822.HEADER)') if fetch_status != 'OK' or not flag_data or flag_data[0] is None: continue flags_raw = flag_data[0][0].decode() if isinstance(flag_data[0][0], bytes) else str(flag_data[0][0]) is_seen = '\\Seen' in flags_raw raw_header = flag_data[0][1] if not isinstance(raw_header, bytes): continue hdr = email.message_from_bytes(raw_header) message_id = (hdr.get('Message-ID') or hdr.get('Message-Id') or '').strip() # Fallback falls kein Message-ID Header vorhanden if not message_id: message_id = f"no-msgid-uid-{email_id.decode()}" if not is_seen: # Noch ungelesen → immer verarbeiten candidates.append((email_id, message_id, is_seen)) elif journal_is_stale(message_id): # Gelesen, aber Journal-Eintrag hängt länger als failsafe_window → Absturz-Recovery logger.warning("[EmailPoller] Failsafe: Email %s hängt seit >%ds – erneut verarbeiten.", message_id, poller_settings['failsafe_window']) mail.store(email_id, '-FLAGS', '\\Seen') candidates.append((email_id, message_id, False)) logger.info("[EmailPoller] %d Email(s) zur Verarbeitung.", len(candidates)) for email_id, message_id, _ in candidates: try: fetch_status, msg_data = mail.fetch(email_id, '(RFC822)') if fetch_status != 'OK' or not msg_data or msg_data[0] is None: continue raw_bytes = msg_data[0][1] if not isinstance(raw_bytes, bytes): continue msg = email.message_from_bytes(raw_bytes) sender_raw = msg.get('From', '') sender = decode_email_header_value(sender_raw) subject_raw = msg.get('Subject', '(Kein Betreff)') subject = decode_email_header_value(subject_raw) body = extract_body_from_msg(msg) log_entry = { 'timestamp': datetime.now().strftime('%Y-%m-%d %H:%M:%S'), 'from': sender, 'subject': subject, 'agent': None, 'status': 'skipped', 'response_preview': '' } if not is_whitelisted(sender): # Nicht-whitelisted: sofort als gelesen markieren, im Journal als 'skipped' mail.store(email_id, '+FLAGS', '\\Seen') journal_insert(message_id, email_id.decode(), sender, subject, 'skipped') logger.info("[EmailPoller] Absender nicht auf Whitelist: %s – wird ignoriert.", sender) add_to_email_log(log_entry) continue # Bereits vollständig verarbeitet? (z.B. nach Neustart) if journal_is_done(message_id): mail.store(email_id, '+FLAGS', '\\Seen') logger.info("[EmailPoller] Email %s bereits verarbeitet – überspringe.", message_id) continue logger.info("[EmailPoller] Email von %s | Betreff: %s → in Queue", sender, subject) # Absender-Email extrahieren für Reply-Adresse addr_match = re.search(r'<([^>]+)>', sender) sender_email = addr_match.group(1) if addr_match else sender.strip() # Agent bestimmen full_prompt_for_routing = f"{subject} {body}" agent_key = delegate_to_agent(full_prompt_for_routing) # Journal: Status 'queued' – \Seen wird NICHT gesetzt (erst nach Verarbeitung) journal_insert(message_id, email_id.decode(), sender, subject, 'queued', agent_key) # Task erstellen und in beide Listen eintragen task = { 'id': len(tasks) + 1, 'title': f"📧 Email: {subject[:50]}", 'description': body[:500], 'assigned_agent': AGENTS.get(agent_key, {}).get('name', agent_key), 'agent_key': agent_key, 'status': 'pending', 'created': datetime.now().strftime('%Y-%m-%d %H:%M'), 'type': 'email', 'reply_to': sender_email, 'reply_subject': f"Re: {subject}" if not subject.startswith('Re:') else subject, 'original_sender': sender, 'original_subject': subject, 'original_body': body, 'message_id': message_id, # für Journal-Update durch TaskWorker 'imap_uid': email_id.decode(), } tasks.append(task) with task_queue_lock: task_queue.append(task) log_entry['agent'] = agent_key log_entry['status'] = 'queued' add_to_email_log(log_entry) logger.info("[EmailPoller] Task #%d für Email von %s in Queue eingereiht.", task['id'], sender_email) except Exception as e: logger.error("[EmailPoller] Fehler bei Email-ID %s: %s", email_id, str(e)) mail.close() mail.logout() except Exception as e: logger.error("[EmailPoller] Verbindungsfehler: %s", str(e)) time.sleep(poller_settings['poll_interval']) def process_email_tasks(): """ Hintergrund-Thread: Verarbeitet Email-Tasks aus der task_queue. Prüft alle 10 Sekunden auf pending Tasks, führt Agenten aus und sendet Antworten. """ logger.info("[TaskWorker] Hintergrund-Thread gestartet.") while True: try: with task_queue_lock: pending = [t for t in task_queue if t.get('status') == 'pending' and t.get('type') == 'email'] for task in pending: try: task['status'] = 'in_progress' logger.info("[TaskWorker] Verarbeite Task #%d – Agent: %s", task['id'], task['agent_key']) agent_key = task['agent_key'] sender_email = task['reply_to'] reply_subject = task['reply_subject'] sender = task['original_sender'] subject = task['original_subject'] body = task['original_body'] full_prompt = f"""Eine Email ist eingegangen und muss beantwortet werden. Von: {sender} Betreff: {subject} Inhalt: {body} Bitte bearbeite diese Anfrage vollständig: 1. Nutze WebFetch wenn du Informationen aus dem Internet brauchst 2. Wenn die Email bittet eine Antwort an jemand anderen zu schicken, tue das 3. Formuliere eine vollständige, hilfreiche Antwort 4. Die Antwort wird automatisch an {sender_email} zurückgeschickt""" extra_context = f""" ## Email-Kontext: - Diese Anfrage kommt per Email von: {sender_email} - Die Antwort wird automatisch per Email zurückgeschickt - Formuliere die Antwort daher als Email-Text (freundlich, professionell) - Wenn gebeten wird, eine Email an jemanden zu schicken: gib die Adresse in der Form "An: adresse@example.com" oder "To: adresse@example.com" an""" agent_response = execute_agent_task(agent_key, full_prompt, extra_context=extra_context) # Zusätzliche Empfänger aus der Agenten-Antwort extrahieren extra_recipients = re.findall( r'(?:An|To):\s*([a-zA-Z0-9._%+\-]+@[a-zA-Z0-9.\-]+\.[a-zA-Z]{2,})', agent_response ) send_errors = [] # An zusätzliche Empfänger senden for recipient in extra_recipients: if recipient.lower() != sender_email.lower(): fwd_success, fwd_msg = send_email(recipient, reply_subject, agent_response) if fwd_success: logger.info("[TaskWorker] Email an Zusatz-Empfänger %s gesendet.", recipient) else: logger.error("[TaskWorker] Fehler bei Zusatz-Empfänger %s: %s", recipient, fwd_msg) send_errors.append(f"{recipient}: {fwd_msg}") # Immer an den Original-Absender antworten success, send_msg = send_email(sender_email, reply_subject, agent_response) if success: logger.info("[TaskWorker] Auto-Reply an %s gesendet.", sender_email) else: logger.error("[TaskWorker] Fehler beim Reply an %s: %s", sender_email, send_msg) send_errors.append(f"{sender_email}: {send_msg}") final_status = 'completed' if not send_errors else 'error' task['status'] = final_status task['response_preview'] = agent_response[:200] # Journal aktualisieren + IMAP \Seen erst jetzt setzen msg_id = task.get('message_id', '') imap_uid = task.get('imap_uid', '') if msg_id: journal_update(msg_id, final_status) if imap_uid and final_status in ('completed', 'error'): try: mail_done = imaplib.IMAP4_SSL(EMAIL_CONFIG['imap_server'], EMAIL_CONFIG['imap_port']) mail_done.login(EMAIL_CONFIG['email_address'], EMAIL_CONFIG['email_password']) mail_done.select('INBOX') mail_done.store(imap_uid.encode(), '+FLAGS', '\\Seen') mail_done.close() mail_done.logout() logger.info("[TaskWorker] IMAP \\Seen für UID %s gesetzt.", imap_uid) except Exception as imap_err: logger.error("[TaskWorker] IMAP \\Seen konnte nicht gesetzt werden: %s", imap_err) # Log-Eintrag aktualisieren with email_log_lock: for entry in reversed(email_log): if entry.get('from') == sender and entry.get('subject') == subject and entry.get('status') == 'queued': entry['status'] = final_status entry['response_preview'] = agent_response[:200] break logger.info("[TaskWorker] Task #%d abgeschlossen mit Status: %s", task['id'], final_status) except Exception as e: task['status'] = 'error' logger.error("[TaskWorker] Fehler bei Task #%d: %s", task['id'], str(e)) except Exception as e: logger.error("[TaskWorker] Unerwarteter Fehler: %s", str(e)) time.sleep(10) def start_email_poller(): """Startet den Email-Poller und den Task-Worker als Daemon-Threads.""" poller_thread = threading.Thread(target=poll_emails, name='EmailPoller', daemon=True) poller_thread.start() logger.info("[EmailPoller] Daemon-Thread gestartet.") worker_thread = threading.Thread(target=process_email_tasks, name='TaskWorker', daemon=True) worker_thread.start() logger.info("[TaskWorker] Daemon-Thread gestartet.") # Poller beim App-Start starten start_email_poller() @app.route('/') def index(): recent_tasks = tasks[-5:] if tasks else [] return render_template('index.html', agents=AGENTS, recent_tasks=recent_tasks) @app.route('/chat', methods=['GET', 'POST']) def chat(): if request.method == 'POST': prompt = request.form.get('prompt', '').strip() agent = request.form.get('agent', '') if prompt and agent: response = f"Anfrage an {AGENTS.get(agent, {}).get('name', agent)}: {prompt}" chat_history.append({ 'timestamp': datetime.now().strftime('%Y-%m-%d %H:%M'), 'agent': AGENTS.get(agent, {}).get('name', agent), 'prompt': prompt, 'response': response }) session['chat_history'] = chat_history[-20:] flash('Anfrage gesendet!', 'success') chat_display = session.get('chat_history', []) return render_template('chat.html', agents=AGENTS, chat_history=chat_display) @app.route('/tasks', methods=['GET', 'POST']) def task_list(): if request.method == 'POST': title = request.form.get('title', '').strip() description = request.form.get('description', '').strip() assigned_agent = request.form.get('assigned_agent', '') if title: task = { 'id': len(tasks) + 1, 'title': title, 'description': description, 'assigned_agent': AGENTS.get(assigned_agent, {}).get('name', assigned_agent) if assigned_agent else 'Nicht zugewiesen', 'status': 'pending', 'created': datetime.now().strftime('%Y-%m-%d %H:%M'), 'type': 'manual', } tasks.append(task) flash('Task erstellt!', 'success') # Alle Tasks anzeigen – Email-Tasks sind mit type='email' markiert all_tasks = list(reversed(tasks)) # Neueste zuerst return render_template('tasks.html', agents=AGENTS, tasks=all_tasks) @app.route('/tasks/update//') def update_task(task_id, status): for task in tasks: if task['id'] == task_id: task['status'] = status break return redirect(url_for('task_list')) @app.route('/api/agent-stream', methods=['POST']) def agent_stream(): """Server-Sent Events Endpoint – echtes Streaming direkt aus opencode JSON-Output.""" data = request.get_json() prompt = data.get('prompt', '').strip() def generate(): if not prompt: yield f"data: {json.dumps({'type': 'error', 'message': 'Leere Anfrage'})}\n\n" return selected_agent = delegate_to_agent(prompt) agent_info = AGENTS.get(selected_agent, {}) agent_name = agent_info.get('name', selected_agent) system_prompt = get_agent_prompt(selected_agent) kb_file = os.path.join(os.path.dirname(__file__), 'diversityball_knowledge.md') kb_content = "" if os.path.exists(kb_file): with open(kb_file, 'r', encoding='utf-8') as f: kb_content = f.read() full_prompt = f"""## Wissensdatenbank (Diversity-Ball): {kb_content} ## System-Prompt des Agenten ({agent_name}): {system_prompt} ## Deine Aufgabe: {prompt}""" # Sofort Agent-Info senden yield f"data: {json.dumps({'type': 'agent_selected', 'agent': agent_name, 'agent_key': selected_agent})}\n\n" yield f"data: {json.dumps({'type': 'processing', 'message': f'⏳ {agent_name} arbeitet...'})}\n\n" try: model = get_agent_model(selected_agent) proc = subprocess.Popen( ['opencode', 'run', '--model', model, '--format', 'json', full_prompt], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True, cwd=os.path.dirname(__file__) ) # Jede Zeile sofort aus opencode lesen und streamen for line in proc.stdout: line = line.strip() if not line: continue try: event_data = json.loads(line) if event_data.get('part', {}).get('type') == 'text': text = event_data['part'].get('text', '') if text: yield f"data: {json.dumps({'type': 'response_chunk', 'text': text})}\n\n" except Exception: pass proc.wait() yield f"data: {json.dumps({'type': 'complete', 'message': '✓ Fertig'})}\n\n" except Exception as e: yield f"data: {json.dumps({'type': 'error', 'message': str(e)})}\n\n" return Response(generate(), mimetype='text/event-stream', headers={'Cache-Control': 'no-cache', 'X-Accel-Buffering': 'no'}) @app.route('/orchestrator', methods=['GET', 'POST']) def orchestrator(): init_orchestrator_session() if request.method == 'POST': prompt = request.form.get('prompt', '').strip() if prompt: kb = session.get('orchestrator_kb', '') agent_prompts = session.get('orchestrator_prompts', {}) selected_agent = delegate_to_agent(prompt) agent_info = AGENTS.get(selected_agent, {}) agent_name = agent_info.get('name', selected_agent) response = execute_agent_task(selected_agent, prompt) orchestrator_chat = session.get('orchestrator_chat', []) orchestrator_chat.append({ 'timestamp': datetime.now().strftime('%Y-%m-%d %H:%M'), 'user_prompt': prompt, 'agent': agent_name, 'agent_key': selected_agent, 'response': response }) session['orchestrator_chat'] = orchestrator_chat[-30:] chat_display = session.get('orchestrator_chat', []) return render_template('orchestrator.html', agents=AGENTS, chat_history=chat_display, knowledge_loaded=bool(session.get('orchestrator_kb'))) @app.route('/agents', methods=['GET', 'POST']) def agents(): agents_dir = os.path.join(os.path.dirname(__file__), 'agents') agents_list = [] if os.path.exists(agents_dir): for agent_name in sorted(os.listdir(agents_dir)): agent_path = os.path.join(agents_dir, agent_name) prompt_file = os.path.join(agent_path, 'systemprompt.md') reminders_file = os.path.join(agent_path, 'reminders.md') personality_file = os.path.join(agent_path, 'personality.md') if os.path.isdir(agent_path): prompt_content = '' reminders_content = '' personality_content = '' if os.path.exists(prompt_file): with open(prompt_file, 'r', encoding='utf-8') as f: prompt_content = f.read() if os.path.exists(reminders_file): with open(reminders_file, 'r', encoding='utf-8') as f: reminders_content = f.read() else: reminders_content = '# Erinnerungen - ' + agent_name.title() + '\n\n## Aktuelle Tasks\n-\n\n## Notizen\n- \n\n## Letzte Aktionen\n- ' if os.path.exists(personality_file): with open(personality_file, 'r', encoding='utf-8') as f: personality_content = f.read() agents_list.append({ 'name': agent_name, 'prompt': prompt_content, 'reminders': reminders_content, 'personality': personality_content }) edit_agent = request.args.get('edit') if not edit_agent and agents_list: return redirect(url_for('agents', edit=agents_list[0]['name'])) edit_prompt = '' edit_reminders = '' edit_personality = '' edit_model = 'opencode/big-pickle' if edit_agent: for agent in agents_list: if agent['name'] == edit_agent: edit_prompt = agent['prompt'] edit_reminders = agent['reminders'] edit_personality = agent['personality'] break edit_model = get_agent_model(edit_agent) if request.method == 'POST': agent_name = request.form.get('agent_name', '').strip() prompt_content = request.form.get('prompt_content', '') reminders_content = request.form.get('reminders_content', '') personality_content = request.form.get('personality_content', '') if agent_name: agent_path = os.path.join(agents_dir, agent_name) if prompt_content is not None: prompt_file = os.path.join(agent_path, 'systemprompt.md') with open(prompt_file, 'w', encoding='utf-8') as f: f.write(prompt_content) if reminders_content is not None: reminders_file = os.path.join(agent_path, 'reminders.md') with open(reminders_file, 'w', encoding='utf-8') as f: f.write(reminders_content) if personality_content is not None: personality_file = os.path.join(agent_path, 'personality.md') with open(personality_file, 'w', encoding='utf-8') as f: f.write(personality_content) flash(f'Daten für "{agent_name}" gespeichert!', 'success') return redirect(url_for('agents', edit=agent_name)) return render_template('agents.html', agents=AGENTS, agents_list=agents_list, edit_agent=edit_agent, edit_prompt=edit_prompt, edit_reminders=edit_reminders, edit_personality=edit_personality, edit_model=edit_model) @app.route('/files', methods=['GET', 'POST']) def files(): if request.method == 'POST': if 'file' not in request.files: flash('Keine Datei ausgewählt', 'danger') else: file = request.files['file'] if file.filename == '': flash('Keine Datei ausgewählt', 'danger') else: filepath = os.path.join(app.config['UPLOAD_FOLDER'], file.filename) file.save(filepath) flash('Datei hochgeladen!', 'success') file_list = get_uploaded_files() email_files = get_email_folder_files() project_files = get_project_files() return render_template('files.html', files=file_list, email_files=email_files, project_files=project_files) @app.route('/files/delete/') def delete_file(filename): filepath = os.path.join(app.config['UPLOAD_FOLDER'], filename) if os.path.exists(filepath): os.remove(filepath) flash('Datei gelöscht!', 'success') return redirect(url_for('files')) @app.route('/files/download/') def download_file(filename): """Liefert eine hochgeladene Datei zum Download/Anzeige.""" return send_from_directory(app.config['UPLOAD_FOLDER'], filename, as_attachment=False) @app.route('/files/email/view/') def view_email_file(filename): """Gibt Inhalt einer Email-Vorlage als JSON oder direkten Text zurück.""" email_dir = os.path.join(os.path.dirname(__file__), 'emails') filepath = os.path.join(email_dir, filename) # Security: stay inside emails/ dir if not os.path.abspath(filepath).startswith(os.path.abspath(email_dir)): return jsonify({'error': 'Zugriff verweigert'}), 403 if not os.path.isfile(filepath): return jsonify({'error': 'Datei nicht gefunden'}), 404 try: with open(filepath, 'r', encoding='utf-8', errors='replace') as f: content = f.read() if request.args.get('json'): return jsonify({'content': content}) return content, 200, {'Content-Type': 'text/plain; charset=utf-8'} except Exception as e: return jsonify({'error': str(e)}), 500 @app.route('/files/email/save/', methods=['POST']) def save_email_file(filename): """Speichert den Inhalt einer Email-Vorlage (JSON POST).""" email_dir = os.path.join(os.path.dirname(__file__), 'emails') filepath = os.path.join(email_dir, filename) if not os.path.abspath(filepath).startswith(os.path.abspath(email_dir)): return jsonify({'ok': False, 'error': 'Zugriff verweigert'}), 403 try: data = request.get_json() content = data.get('content', '') if data else '' with open(filepath, 'w', encoding='utf-8') as f: f.write(content) return jsonify({'ok': True}) except Exception as e: return jsonify({'ok': False, 'error': str(e)}), 500 @app.route('/files/email/delete/') def delete_email_file(filename): """Löscht eine Email-Vorlage.""" email_dir = os.path.join(os.path.dirname(__file__), 'emails') filepath = os.path.join(email_dir, filename) if not os.path.abspath(filepath).startswith(os.path.abspath(email_dir)): flash('Zugriff verweigert', 'danger') return redirect(url_for('files')) if os.path.isfile(filepath): os.remove(filepath) flash(f'Email-Vorlage "{filename}" gelöscht!', 'success') else: flash('Datei nicht gefunden', 'warning') return redirect(url_for('files')) @app.route('/files/project/view/') def view_project_file(filename): """Gibt Inhalt einer Projektdatei als JSON zurück.""" base_dir = os.path.dirname(__file__) filepath = os.path.join(base_dir, filename) # Security: stay in base dir (no subdirs) if os.path.dirname(os.path.abspath(filepath)) != os.path.abspath(base_dir): return jsonify({'error': 'Zugriff verweigert'}), 403 allowed_ext = ('.md', '.txt', '.docx') if not filename.lower().endswith(allowed_ext): return jsonify({'error': 'Dateityp nicht unterstützt'}), 400 if not os.path.isfile(filepath): return jsonify({'error': 'Datei nicht gefunden'}), 404 try: if filename.lower().endswith('.docx'): return jsonify({'content': '(DOCX-Vorschau nicht verfügbar – Datei herunterladen)'}), 200 with open(filepath, 'r', encoding='utf-8', errors='replace') as f: content = f.read() if request.args.get('json'): return jsonify({'content': content}) return content, 200, {'Content-Type': 'text/plain; charset=utf-8'} except Exception as e: return jsonify({'error': str(e)}), 500 @app.route('/emails', methods=['GET', 'POST']) def emails(): """Email Management Interface""" if request.method == 'POST': action = request.form.get('action') if action == 'send': to_address = request.form.get('to_address', '').strip() subject = request.form.get('subject', '').strip() body = request.form.get('body', '').strip() if to_address and subject and body: success, message = send_email(to_address, subject, body) if success: flash('Email erfolgreich versendet!', 'success') else: flash(f'Fehler: {message}', 'danger') else: flash('Bitte alle Felder ausfüllen', 'warning') email_config_valid = bool(EMAIL_CONFIG['email_address'] and EMAIL_CONFIG['email_password']) emails_list = get_emails() if email_config_valid else [] return render_template('emails.html', emails=emails_list, email_config_valid=email_config_valid, current_email=EMAIL_CONFIG['email_address']) @app.route('/emails/') def view_email(email_id): """View single email content""" if not (EMAIL_CONFIG['email_address'] and EMAIL_CONFIG['email_password']): return 'Email-Konfiguration erforderlich', 400 body = get_email_body(email_id) return {'content': body} @app.route('/email-log') def email_log_view(): """Zeigt das Email-Verarbeitungs-Log.""" with email_log_lock: log_entries = list(reversed(email_log)) # Neueste zuerst return render_template('email_log.html', agents=AGENTS, log_entries=log_entries) @app.route('/settings', methods=['GET', 'POST']) def settings(): """Poller-Einstellungen zur Laufzeit ändern.""" if request.method == 'POST': try: poll_interval = int(request.form.get('poll_interval', 120)) failsafe_window = int(request.form.get('failsafe_window', 600)) if poll_interval < 10: flash('Poll-Intervall muss mindestens 10 Sekunden betragen.', 'warning') elif failsafe_window < poll_interval: flash('Failsafe-Fenster muss größer als das Poll-Intervall sein.', 'warning') else: poller_settings['poll_interval'] = poll_interval poller_settings['failsafe_window'] = failsafe_window flash(f'Einstellungen gespeichert: Poll alle {poll_interval}s, Failsafe nach {failsafe_window}s.', 'success') except ValueError: flash('Ungültige Eingabe – bitte nur ganze Zahlen eingeben.', 'danger') return redirect(url_for('settings')) # Journal-Statistik für Anzeige con = sqlite3.connect(EMAIL_JOURNAL_DB) journal_rows = con.execute( "SELECT status, COUNT(*) FROM email_journal GROUP BY status" ).fetchall() con.close() journal_stats = {row[0]: row[1] for row in journal_rows} return render_template('settings.html', agents=AGENTS, poller_settings=poller_settings, journal_stats=journal_stats) @app.route('/settings/journal-clear', methods=['POST']) def journal_clear(): """Löscht abgeschlossene Journal-Einträge (completed, skipped, error).""" con = sqlite3.connect(EMAIL_JOURNAL_DB) deleted = con.execute( "DELETE FROM email_journal WHERE status IN ('completed','skipped','error')" ).rowcount con.commit() con.close() flash(f'{deleted} abgeschlossene Journal-Einträge gelöscht.', 'success') return redirect(url_for('settings')) # ── Task API ──────────────────────────────────────────────────────────────── @app.route('/api/tasks', methods=['GET', 'POST']) def api_tasks(): """API zum Erstellen und Abrufen von Tasks.""" if request.method == 'POST': data = request.get_json() title = data.get('title', '').strip() description = data.get('description', '') assigned_agent = data.get('assigned_agent', '') agent_key = data.get('agent_key', '') if not title: return jsonify({'error': 'Kein Titel übergeben'}), 400 task_id = len(tasks) + 1 while any(t['id'] == task_id for t in tasks): task_id += 1 new_task = { 'id': task_id, 'title': title, 'description': description, 'assigned_agent': AGENTS.get(assigned_agent, {}).get('name', assigned_agent) if assigned_agent else 'Nicht zugewiesen', 'agent_key': agent_key or assigned_agent, 'status': 'pending', 'created': datetime.now().strftime('%Y-%m-%d %H:%M'), 'type': 'agent_created', 'created_by': agent_key } tasks.append(new_task) return jsonify({'success': True, 'task': new_task}) task_list = list(reversed(tasks)) return jsonify({'tasks': task_list}) @app.route('/api/tasks/', methods=['PUT']) def update_task_api(task_id): """API zum Aktualisieren eines Tasks.""" data = request.get_json() new_status = data.get('status') for task in tasks: if task['id'] == task_id: task['status'] = new_status return jsonify({'success': True, 'task': task}) return jsonify({'error': 'Task nicht gefunden'}), 404 @app.route('/api/agent//model', methods=['POST']) def set_agent_model(agent_name): """Setzt das Modell für einen Agenten.""" data = request.get_json() if data and 'model' in data: save_agent_config(agent_name, data['model']) return jsonify({'success': True, 'message': f'Modell für {agent_name} gesetzt auf {data["model"]}'}) return jsonify({'error': 'Kein Modell übergeben'}), 400 @app.route('/api/agent//delete', methods=['DELETE']) def delete_agent(agent_name): """Löscht einen Agenten (den gesamten Ordner).""" import shutil agents_dir = os.path.join(os.path.dirname(__file__), 'agents') agent_path = os.path.join(agents_dir, agent_name) if not os.path.isdir(agent_path): return jsonify({'error': 'Agent nicht gefunden'}), 404 try: shutil.rmtree(agent_path) config = get_agent_config() if agent_name in config: del config[agent_name] with open(AGENT_CONFIG_FILE, 'w', encoding='utf-8') as f: json.dump(config, f, indent=2) return jsonify({'success': True, 'message': f'Agent "{agent_name}" wurde gelöscht.'}) except Exception as e: return jsonify({'error': str(e)}), 500 @app.route('/api/agent//reminders', methods=['GET', 'POST']) def agent_reminders(agent_name): agents_dir = os.path.join(os.path.dirname(__file__), 'agents') agent_path = os.path.join(agents_dir, agent_name) reminders_file = os.path.join(agent_path, 'reminders.md') if not os.path.isdir(agent_path): return jsonify({'error': 'Agent nicht gefunden'}), 404 if request.method == 'GET': if os.path.exists(reminders_file): with open(reminders_file, 'r', encoding='utf-8') as f: content = f.read() else: content = '' return jsonify({'reminders': content}) if request.method == 'POST': data = request.get_json() if data and 'reminders' in data: with open(reminders_file, 'w', encoding='utf-8') as f: f.write(data['reminders']) return jsonify({'success': True, 'message': 'Erinnerungen gespeichert'}) return jsonify({'error': 'Keine Daten übergeben'}), 400 @app.route('/api/orchestrator-distribute', methods=['POST']) def distribute_tasks(): """Verteilt Tasks parallel an mehrere Agenten.""" data = request.get_json() tasks_list = data.get('tasks', []) selected_agents = data.get('agents', []) if not tasks_list: return jsonify({'error': 'Keine Tasks übergeben'}), 400 if not selected_agents: return jsonify({'error': 'Keine Agenten ausgewählt'}), 400 results = [] def run_task_for_agent(agent_key, task): response = execute_agent_task(agent_key, task) reminders_file = os.path.join(os.path.dirname(__file__), 'agents', agent_key, 'reminders.md') if os.path.exists(reminders_file): try: with open(reminders_file, 'r', encoding='utf-8') as f: content = f.read() timestamp = datetime.now().strftime('%Y-%m-%d %H:%M') new_entry = f"\n- {timestamp}: {task[:100]}... - erledigt" if '## Letzte Aktionen' in content: content = content.replace('## Letzte Aktionen', f'## Letzte Aktionen{new_entry}') else: content += new_entry with open(reminders_file, 'w', encoding='utf-8') as f: f.write(content) except: pass return { 'agent': agent_key, 'task': task, 'response': response[:200] + '...' if len(response) > 200 else response } import concurrent.futures with concurrent.futures.ThreadPoolExecutor(max_workers=len(selected_agents)) as executor: futures = [] for i, task in enumerate(tasks_list): agent = selected_agents[i % len(selected_agents)] future = executor.submit(run_task_for_agent, agent, task) futures.append(future) for future in concurrent.futures.as_completed(futures): try: results.append(future.result()) except Exception as e: results.append({'error': str(e)}) for i, task_text in enumerate(tasks_list): agent_key = selected_agents[i % len(selected_agents)] agent_info = AGENTS.get(agent_key, {}) agent_name = agent_info.get('name', agent_key) new_task = { 'id': len(tasks) + 1 + i, 'title': task_text[:80], 'description': 'Automatisch erstellt durch Orchestrator', 'assigned_agent': agent_name, 'status': 'completed', 'created': datetime.now().strftime('%Y-%m-%d %H:%M'), 'type': 'orchestrated', 'agent_key': agent_key } tasks.append(new_task) return jsonify({ 'success': True, 'message': 'Tasks verteilt', 'results': results }) if __name__ == '__main__': app.run(debug=False, host='0.0.0.0', port=5000, threaded=True)