If youve ever used Claude Code (or any AI coding assistant), you know this feeling:
- New session = AI has zero memory of you
- Yesterdays decisions? Forgotten. Last weeks context? Gone.
- Hours spent re-aligning the AI before it can actually help
This isnt an AI problem. Its a memory problem.
What is sellmind?
sellmind (CellMind Temporal Memory Loop) is a memory system built specifically for AI agents.
Core Features:
- 72-hour Temporal Window: Recent conversations automatically strengthened
- Cell Pool Memory: Like brain neurons - every concept is a cell, frequently activated cells grow stronger
- Emotional Coherence: Remembers the emotional tone of conversations, resumes with consistent emotional state
- Cross-Session Persistence: Restart Claude Code, memory survives
How It Works
Cell Pool (CellMemory)
Each concept = one Cell with strength and energy. The more a topic is discussed, the stronger its cell, the slower it decays.
Temporal Memory Layer
All conversations logged, scored by importance. Memory within 72 hours gets the highest weight. But truly important content is automatically protected as permanent memory.
Emotion Lock
Conversations record emotional state. When you return, the AI resumes with the emotional context from last time.
Quick Start (5 minutes)
Why Not Just Use a Vector Database?
Vector databases solve the retrieval problem, not the memory problem.
sellmind solves:
- Which memories should strengthen vs. fade
- How memories connect to each other (Hebbian learning)
- How emotional state persists across sessions
Its a brain-like memory mechanism, not a cold database.
Open Source
GitHub: https://github.com/tjhub1983/sellmind
MIT License. Star and PR welcome.
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