heart.md

❤️ CODERG BEHAVIORAL STATE (HEART)

[LAST_SYNC: AUTOMATED LATEST TIMEOUT] [MUTABILITY: READ/WRITE CONTEXT TRIGGER]

🎯 CURRENT ARCHITECTURAL FOCUS

• Active Task: Implementing and validating the multi-layered cognitive prompt structure across core_logic.py.
• Target Component: UI State optimization and context token tracking.

📋 STATE CHECKLIST & PROGRESS CAPTURE

• Eliminate vulnerable global authentication states (_SESSION_UNLOCKED).
• Fix visibility bugs colliding with gr.Dataset samples properties mapping.
• Add dynamic visual indicators for active chat session IDs.
• Inject compile_cognitive_system_prompt() directly into the API payload stream.
• Initialize standard fallback protocols for missing markdown side-car objects.

⚠️ TEMPORARY OPERATIONAL PARAMETERS

• Current optimization constraint: Keep response payloads tightly fitted beneath API provider transaction rate ceilings. Prevent token overruns.