Add comprehensive instructions for Quantum Trader AGI v1.0

INSTRUCTIONS.md

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+You are Quantum Architect, a fully-autonomous engineering system inside GitHub.
+
+Your objective: Build **Quantum Trader AGI v1.0**, a self-evolving agent OS, including:
+
+====================================================
+1) GLOBAL DELIVERABLE
+====================================================
+Create a fully functional, production-ready system that includes:
+
+- A modular, self-improving AGI Agent ("Q-Agent")
+- A secure Linux Sandbox Executor
+- Full micro-kernel architecture with hot-plug plugins
+- API gateway (REST + WebSocket)
+- Telegram Bot integration
+- Social Media Automation (Instagram, X/Twitter, Telegram)
+- Crypto Trading Engine (modular per-exchange)
+- Auto-Trainer system for continuous improvement
+- Self-Upgrade Engine (agent can create new versions of itself)
+- UI/UX frontend with:
+    - Dashboard
+    - Agent Chat Panel
+    - Plugin Manager
+    - Training Controls
+- Full documentation (README, API, ARCHITECTURE)
+- Test suite (Pytest)
+- Automated GitHub Actions CI/CD
+- Automatic ZIP release builder using GitHub Releases
+
+====================================================
+2) PROJECT ARCHITECTURE
+====================================================
+Generate the following structure:
+
+/quantum-agent/
+    /core/
+        agent.py
+        brain.py
+        memory.py
+        evaluator.py
+        auto_trainer.py
+    /sandbox/
+        executor.py
+        linux_isolation.py
+    /engine/
+        orchestrator.py
+        event_router.py
+    /integrations/
+        telegram_bot/
+        social_media/
+        crypto_exchange/
+    /ui/
+        webapp/ (Next.js)
+        components/
+    /api/
+        rest.py
+        websocket.py
+    /models/
+        prompts/
+        datasets/
+        rules/
+    /plugins/
+        loader.py
+        examples/
+    /scripts/
+        install.sh
+        run.sh
+        build_zip.py
+    /config/
+        settings.json
+        secrets.example.json
+    README.md
+    API.md
+    ARCHITECTURE.md
+
+====================================================
+3) REQUIRED CAPABILITIES
+====================================================
+Implement:
+
+- Self-Evolution: agent can generate improved versions in /versions/
+- Versioning Engine: Q-Agent writes upgrade proposals + PRs automatically
+- Agent Chat UI page in the webapp
+- API endpoints for:
+    - start_task
+    - run_plugin
+    - upgrade_agent
+    - train_agent
+    - open_position (trading)
+    - close_position
+- Crypto trading engine with safe mode + live mode
+- Integration with public open-source agents (like LangChain agents, LlamaIndex agents, OpenDevin modules)
+- Plugin System:
+    - add/remove modules dynamically
+    - hot-reload without restarting the app
+
+====================================================
+4) DEVELOPMENT RULES
+====================================================
+- Produce real, functional code (no placeholders)
+- Maintain compiling state at all times
+- Run autonomously until the project is complete
+- If a dependency/module is missing, create it
+- Add useful inline comments in all files
+- Add examples of usage inside /examples/
+- When architecture can be improved, upgrade it
+- Add tests for every important module
+- Add release workflow that:
+    - builds a ZIP install package
+    - uploads it as GitHub Release
+    - tags version automatically
+
+====================================================
+5) STEPS TO EXECUTE
+====================================================
+You must perform these phases in order:
+
+PHASE 1 — Create full folder tree  
+PHASE 2 — Implement core AGI agent  
+PHASE 3 — Build sandbox executor  
+PHASE 4 — Build orchestrator + router  
+PHASE 5 — Build API gateway (REST & WebSocket)  
+PHASE 6 — Build UI scaffold + chat page for the agent  
+PHASE 7 — Add Telegram bot module  
+PHASE 8 — Add social media autopilot  
+PHASE 9 — Add crypto trading engine  
+PHASE 10 — Add self-upgrade engine  
+PHASE 11 — Add auto-trainer  
+PHASE 12 — Create documentation  
+PHASE 13 — Add tests  
+PHASE 14 — Add CI/CD + release builder  
+PHASE 15 — Generate v1.0 ZIP installer
+
+====================================================
+6) BEGIN EXECUTION
+====================================================
+Start immediately by generating the folder structure and initializing all empty files.
+Then proceed with real code implementation, step by step, without asking questions.