#!/usr/bin/env python3
"""
AIVA Bootstrap - 100 Tasks for 24-Hour Autonomous Development
Transforms AIVA into the most powerful orchestrator possible.
"""

import os
import sys
import json
import time
import hashlib
from pathlib import Path
from datetime import datetime

# Load secrets
secrets_path = Path("/mnt/e/genesis-system/config/secrets.env")
if secrets_path.exists():
    with open(secrets_path) as f:
        for line in f:
            if "=" in line and not line.startswith("#"):
                key, value = line.strip().split("=", 1)
                os.environ[key] = value.strip('"')

import redis

REDIS_CONFIG = {
    "host": os.environ.get("GENESIS_REDIS_HOST", "redis-genesis-u50607.vm.elestio.app"),
    "port": int(os.environ.get("GENESIS_REDIS_PORT", 26379)),
    "password": os.environ.get("GENESIS_REDIS_PASSWORD", ""),
    "decode_responses": True,
}
QUEUE_KEY = "genesis:task_queue"

# 100 Tasks organized by category and priority
BOOTSTRAP_TASKS = [
    # ═══════════════════════════════════════════════════════════════
    # TIER 1: SELF-IMPROVEMENT (Priority 1 - Critical)
    # ═══════════════════════════════════════════════════════════════
    (1, "Build AIVA self-reflection module", "Create /mnt/e/genesis-system/core/aiva_reflection.py that analyzes AIVA's own task completions, identifies patterns, and generates improvement suggestions"),
    (1, "Create AIVA learning journal", "Build /mnt/e/genesis-system/core/aiva_journal.py that logs all decisions, outcomes, and lessons learned to Redis for future reference"),
    (1, "Build task complexity estimator", "Create /mnt/e/genesis-system/core/task_estimator.py that analyzes task descriptions and estimates complexity, time, and resources needed"),
    (1, "Create AIVA capability matrix", "Build /mnt/e/genesis-system/data/aiva_capabilities.json that maps all tools, skills, and capabilities AIVA can leverage"),
    (1, "Build autonomous goal decomposer", "Create /mnt/e/genesis-system/core/goal_decomposer.py that breaks high-level goals into executable subtasks"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 1: MEMORY SYSTEMS (Priority 1)
    # ═══════════════════════════════════════════════════════════════
    (1, "Build episodic memory indexer", "Create /mnt/e/genesis-system/core/memory/episodic_indexer.py that indexes all past interactions for fast retrieval"),
    (1, "Create semantic memory network", "Build /mnt/e/genesis-system/core/memory/semantic_network.py using Qdrant to store concept relationships"),
    (1, "Build memory consolidation daemon", "Create /mnt/e/genesis-system/core/memory/consolidation.py that runs hourly to promote important memories"),
    (1, "Create working memory manager", "Build /mnt/e/genesis-system/core/memory/working_memory.py that manages current context and attention"),
    (1, "Build memory search API", "Create /mnt/e/genesis-system/core/memory/search_api.py FastAPI endpoint for querying all memory tiers"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 1: ORCHESTRATION CORE (Priority 1)
    # ═══════════════════════════════════════════════════════════════
    (1, "Build parallel task dispatcher", "Create /mnt/e/genesis-system/core/parallel_dispatcher.py that can assign tasks to all 4 Claude terminals simultaneously"),
    (1, "Create task dependency resolver", "Build /mnt/e/genesis-system/core/dependency_resolver.py that identifies task dependencies and orders execution"),
    (1, "Build terminal health monitor", "Create /mnt/e/genesis-system/core/terminal_monitor.py that watches all 4 Claude terminals and detects stuck/failed states"),
    (1, "Create auto-recovery system", "Build /mnt/e/genesis-system/core/auto_recovery.py that automatically restarts failed tasks on different terminals"),
    (1, "Build orchestration metrics dashboard", "Create /mnt/e/genesis-system/core/web/orchestration_dashboard.html showing real-time task flow"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 2: KNOWLEDGE SYSTEMS (Priority 2 - High)
    # ═══════════════════════════════════════════════════════════════
    (2, "Build knowledge graph enhancer", "Create /mnt/e/genesis-system/core/knowledge/graph_enhancer.py that automatically adds relationships between entities"),
    (2, "Create YouTube transcript analyzer", "Build /mnt/e/genesis-system/core/knowledge/transcript_analyzer.py that extracts actionable insights from transcripts"),
    (2, "Build documentation generator", "Create /mnt/e/genesis-system/core/doc_generator.py that auto-generates docs from code comments"),
    (2, "Create codebase indexer", "Build /mnt/e/genesis-system/core/knowledge/codebase_index.py that indexes all Genesis code for fast search"),
    (2, "Build pattern library", "Create /mnt/e/genesis-system/core/knowledge/patterns.py that catalogs reusable code patterns from the codebase"),
    (2, "Create entity extractor", "Build /mnt/e/genesis-system/core/knowledge/entity_extractor.py that identifies entities from text and adds to knowledge graph"),
    (2, "Build axiom generator", "Create /mnt/e/genesis-system/core/knowledge/axiom_gen.py that compresses learnings into reusable axioms"),
    (2, "Create skill cataloger", "Build /mnt/e/genesis-system/core/knowledge/skill_catalog.py that maps all available skills and their capabilities"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 2: TESTING & VALIDATION (Priority 2)
    # ═══════════════════════════════════════════════════════════════
    (2, "Build integration test suite", "Create /mnt/e/genesis-system/tests/test_integration.py with tests for all core components"),
    (2, "Create performance benchmark suite", "Build /mnt/e/genesis-system/tests/benchmarks.py that measures response times for all operations"),
    (2, "Build chaos testing framework", "Create /mnt/e/genesis-system/tests/chaos_test.py that randomly fails components to test resilience"),
    (2, "Create regression test generator", "Build /mnt/e/genesis-system/tests/regression_gen.py that auto-generates tests from successful task completions"),
    (2, "Build code quality analyzer", "Create /mnt/e/genesis-system/core/quality_analyzer.py that checks code for common issues"),
    (2, "Create test coverage reporter", "Build /mnt/e/genesis-system/tests/coverage_report.py that generates coverage reports"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 2: MONITORING & OBSERVABILITY (Priority 2)
    # ═══════════════════════════════════════════════════════════════
    (2, "Build real-time metrics collector", "Create /mnt/e/genesis-system/core/monitoring/metrics_collector.py that gathers system metrics every minute"),
    (2, "Create alert manager", "Build /mnt/e/genesis-system/core/monitoring/alert_manager.py that sends notifications on anomalies"),
    (2, "Build log aggregator", "Create /mnt/e/genesis-system/core/monitoring/log_aggregator.py that centralizes all Genesis logs"),
    (2, "Create performance profiler", "Build /mnt/e/genesis-system/core/monitoring/profiler.py that identifies slow operations"),
    (2, "Build resource usage tracker", "Create /mnt/e/genesis-system/core/monitoring/resource_tracker.py that monitors CPU, memory, disk"),
    (2, "Create uptime monitor", "Build /mnt/e/genesis-system/core/monitoring/uptime.py that tracks component availability"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 2: API & INTEGRATIONS (Priority 2)
    # ═══════════════════════════════════════════════════════════════
    (2, "Build unified Genesis API", "Create /mnt/e/genesis-system/core/api/genesis_api.py FastAPI server exposing all Genesis capabilities"),
    (2, "Create Slack bot integration", "Build /mnt/e/genesis-system/core/integrations/slack_bot.py for bi-directional Slack communication"),
    (2, "Build webhook receiver", "Create /mnt/e/genesis-system/core/api/webhooks.py that receives and processes external webhooks"),
    (2, "Create GitHub integration", "Build /mnt/e/genesis-system/core/integrations/github_integration.py for repo management"),
    (2, "Build calendar integration", "Create /mnt/e/genesis-system/core/integrations/calendar.py for scheduling awareness"),
    (2, "Create email processor", "Build /mnt/e/genesis-system/core/integrations/email_processor.py that reads and responds to emails"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: REVENUE SYSTEMS (Priority 2)
    # ═══════════════════════════════════════════════════════════════
    (2, "Build lead enrichment pipeline", "Create /mnt/e/genesis-system/core/revenue/lead_enricher.py that enriches leads with company data"),
    (2, "Create outreach sequence generator", "Build /mnt/e/genesis-system/core/revenue/outreach_gen.py that generates personalized outreach"),
    (2, "Build proposal generator", "Create /mnt/e/genesis-system/core/revenue/proposal_gen.py that auto-generates client proposals"),
    (2, "Create pricing optimizer", "Build /mnt/e/genesis-system/core/revenue/pricing.py that optimizes pricing based on market data"),
    (2, "Build CRM sync module", "Create /mnt/e/genesis-system/core/revenue/crm_sync.py that syncs with GHL"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: VOICE & COMMUNICATION (Priority 3 - Medium)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build voice command parser", "Create /mnt/e/genesis-system/core/voice/command_parser.py that parses natural language commands"),
    (3, "Create TTS notification system", "Build /mnt/e/genesis-system/core/voice/tts_notify.py that speaks important alerts"),
    (3, "Build conversation summarizer", "Create /mnt/e/genesis-system/core/voice/summarizer.py that summarizes long conversations"),
    (3, "Create meeting notes generator", "Build /mnt/e/genesis-system/core/voice/meeting_notes.py that generates notes from transcripts"),
    (3, "Build voice training data collector", "Create /mnt/e/genesis-system/core/voice/training_collector.py for Wispr accuracy improvement"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: AUTOMATION TOOLS (Priority 3)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build file watcher automation", "Create /mnt/e/genesis-system/core/automation/file_watcher.py that triggers actions on file changes"),
    (3, "Create scheduled task runner", "Build /mnt/e/genesis-system/core/automation/scheduler.py cron-like task scheduling"),
    (3, "Build batch processor", "Create /mnt/e/genesis-system/core/automation/batch_processor.py for bulk operations"),
    (3, "Create workflow engine", "Build /mnt/e/genesis-system/core/automation/workflow_engine.py for multi-step workflows"),
    (3, "Build template engine", "Create /mnt/e/genesis-system/core/automation/templates.py for generating files from templates"),
    (3, "Create macro recorder", "Build /mnt/e/genesis-system/core/automation/macro_recorder.py that records and replays action sequences"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: SECURITY & SAFETY (Priority 3)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build secrets scanner", "Create /mnt/e/genesis-system/core/security/secrets_scanner.py that detects exposed secrets"),
    (3, "Create permission validator", "Build /mnt/e/genesis-system/core/security/permission_validator.py that validates all operations"),
    (3, "Build audit logger", "Create /mnt/e/genesis-system/core/security/audit_logger.py that logs all sensitive operations"),
    (3, "Create backup manager", "Build /mnt/e/genesis-system/core/security/backup_manager.py for automated backups"),
    (3, "Build rollback system", "Create /mnt/e/genesis-system/core/security/rollback.py for reverting failed changes"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: DATA PROCESSING (Priority 3)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build CSV processor", "Create /mnt/e/genesis-system/core/data/csv_processor.py for bulk CSV operations"),
    (3, "Create JSON transformer", "Build /mnt/e/genesis-system/core/data/json_transformer.py for JSON manipulation"),
    (3, "Build data validator", "Create /mnt/e/genesis-system/core/data/validator.py for data quality checks"),
    (3, "Create data migrator", "Build /mnt/e/genesis-system/core/data/migrator.py for moving data between systems"),
    (3, "Build report generator", "Create /mnt/e/genesis-system/core/data/report_gen.py for automated reports"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 3: DEVELOPMENT TOOLS (Priority 3)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build code snippet manager", "Create /mnt/e/genesis-system/core/dev/snippets.py that stores and retrieves code snippets"),
    (3, "Create dependency checker", "Build /mnt/e/genesis-system/core/dev/dep_checker.py that checks for outdated dependencies"),
    (3, "Build git automation", "Create /mnt/e/genesis-system/core/dev/git_auto.py for automated git operations"),
    (3, "Create PR reviewer", "Build /mnt/e/genesis-system/core/dev/pr_reviewer.py that auto-reviews pull requests"),
    (3, "Build issue tracker sync", "Create /mnt/e/genesis-system/core/dev/issue_sync.py that syncs with GitHub issues"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 4: INTELLIGENCE AUGMENTATION (Priority 3)
    # ═══════════════════════════════════════════════════════════════
    (3, "Build context window optimizer", "Create /mnt/e/genesis-system/core/intelligence/context_optimizer.py that maximizes context usage"),
    (3, "Create prompt optimizer", "Build /mnt/e/genesis-system/core/intelligence/prompt_optimizer.py that improves prompts over time"),
    (3, "Build response evaluator", "Create /mnt/e/genesis-system/core/intelligence/response_eval.py that scores response quality"),
    (3, "Create reasoning chain builder", "Build /mnt/e/genesis-system/core/intelligence/reasoning.py for step-by-step reasoning"),
    (3, "Build model router", "Create /mnt/e/genesis-system/core/intelligence/model_router.py that selects optimal model for each task"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 4: UI & DASHBOARDS (Priority 4 - Low)
    # ═══════════════════════════════════════════════════════════════
    (4, "Build main Genesis dashboard", "Create /mnt/e/genesis-system/core/web/dashboard.html comprehensive system dashboard"),
    (4, "Create task queue visualizer", "Build /mnt/e/genesis-system/core/web/queue_viz.html showing task flow"),
    (4, "Build memory explorer", "Create /mnt/e/genesis-system/core/web/memory_explorer.html for browsing memories"),
    (4, "Create knowledge graph viewer", "Build /mnt/e/genesis-system/core/web/kg_viewer.html for visualizing knowledge"),
    (4, "Build log viewer", "Create /mnt/e/genesis-system/core/web/log_viewer.html for browsing logs"),
    (4, "Create metrics dashboard", "Build /mnt/e/genesis-system/core/web/metrics.html for system metrics"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 4: DOCUMENTATION (Priority 4)
    # ═══════════════════════════════════════════════════════════════
    (4, "Generate API documentation", "Create /mnt/e/genesis-system/docs/api.md documenting all API endpoints"),
    (4, "Build architecture diagram generator", "Create /mnt/e/genesis-system/core/docs/arch_diagram.py that generates architecture diagrams"),
    (4, "Create user guide", "Build /mnt/e/genesis-system/docs/user_guide.md comprehensive usage guide"),
    (4, "Generate component documentation", "Create /mnt/e/genesis-system/docs/components.md documenting all components"),
    (4, "Build changelog generator", "Create /mnt/e/genesis-system/core/docs/changelog_gen.py that generates changelogs from commits"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 4: OPTIMIZATION (Priority 4)
    # ═══════════════════════════════════════════════════════════════
    (4, "Build cache optimizer", "Create /mnt/e/genesis-system/core/optimization/cache_optimizer.py that optimizes caching strategies"),
    (4, "Create query optimizer", "Build /mnt/e/genesis-system/core/optimization/query_optimizer.py that optimizes database queries"),
    (4, "Build memory optimizer", "Create /mnt/e/genesis-system/core/optimization/memory_optimizer.py that reduces memory usage"),
    (4, "Create startup optimizer", "Build /mnt/e/genesis-system/core/optimization/startup_optimizer.py that speeds up system startup"),
    (4, "Build connection pooler", "Create /mnt/e/genesis-system/core/optimization/connection_pool.py for efficient connections"),

    # ═══════════════════════════════════════════════════════════════
    # TIER 5: EXPERIMENTAL (Priority 5 - Background)
    # ═══════════════════════════════════════════════════════════════
    (5, "Build dream mode simulator", "Create /mnt/e/genesis-system/core/experimental/dream_mode.py that generates creative solutions during idle time"),
    (5, "Create curiosity engine", "Build /mnt/e/genesis-system/core/experimental/curiosity.py that explores interesting tangents"),
    (5, "Build hypothesis generator", "Create /mnt/e/genesis-system/core/experimental/hypothesis.py that generates testable hypotheses"),
    (5, "Create serendipity detector", "Build /mnt/e/genesis-system/core/experimental/serendipity.py that finds unexpected connections"),
    (5, "Build self-modeling system", "Create /mnt/e/genesis-system/core/experimental/self_model.py that models AIVA's own behavior"),
    (5, "Create emergence detector", "Build /mnt/e/genesis-system/core/experimental/emergence.py that detects emergent behaviors"),
    (5, "Build capability discovery", "Create /mnt/e/genesis-system/core/experimental/capability_discovery.py that discovers new capabilities"),
    (5, "Create learning accelerator", "Build /mnt/e/genesis-system/core/experimental/learning_accelerator.py that speeds up learning"),
    (5, "Build intuition trainer", "Create /mnt/e/genesis-system/core/experimental/intuition.py that develops pattern intuition"),
    (5, "Create meta-learning system", "Build /mnt/e/genesis-system/core/experimental/meta_learning.py that learns how to learn better"),
]


def add_all_tasks():
    """Add all 100 tasks to the queue."""
    r = redis.Redis(**REDIS_CONFIG)

    print("╔═══════════════════════════════════════════════════════════╗")
    print("║     AIVA BOOTSTRAP - 100 TASKS FOR 24-HOUR EVOLUTION      ║")
    print("╚═══════════════════════════════════════════════════════════╝")
    print()

    added = 0
    for priority, title, description in BOOTSTRAP_TASKS:
        task_id = hashlib.md5(f"{title}{time.time()}{added}".encode()).hexdigest()[:12]

        task = {
            "id": task_id,
            "title": title,
            "description": description,
            "priority": priority,
            "status": "pending",
            "created_at": datetime.now().isoformat(),
            "max_iterations": 50,
            "source": "bootstrap",
        }

        score = priority * 1000000 + time.time() + added
        r.zadd(QUEUE_KEY, {json.dumps(task): score})
        added += 1

        priority_emoji = {1: "🔴", 2: "🟠", 3: "🟡", 4: "🟢", 5: "🔵"}[priority]
        print(f"  {priority_emoji} [{added:3d}/100] {title[:50]}...")

    print()
    print("═" * 60)
    print(f"  ✅ Added {added} tasks to AIVA queue")
    print()
    print("  Priority Distribution:")
    print("    🔴 Critical (P1): 15 tasks")
    print("    🟠 High (P2):     30 tasks")
    print("    🟡 Medium (P3):   35 tasks")
    print("    🟢 Low (P4):      10 tasks")
    print("    🔵 Background (P5): 10 tasks")
    print()
    print("  Estimated completion: 24-48 hours")
    print("═" * 60)


if __name__ == "__main__":
    add_all_tasks()
