Memory & Context
Environment injection, memory taxonomy, filtering, extraction, and output shaping
Long sessions combine injected environment context, a structured memory taxonomy, explicit filtering rules (what NOT to save), retrieval timing, scratchpad behavior for working notes, automatic extraction at session boundaries, and output-efficiency guidance that keeps responses usable as context grows.
8 stepsmemorycontextsessionextraction
Step-by-step breakdown
1
⚙️Stable agent frame
Identity & IntroductionIdentity anchors behavior before dynamic context layers are applied.
interactive agent
Techniques
role-settingguardrailsscope-limiting
2
⚙️Environment & project context
Environment Context Injection3
🧠Memory type system
Memory Type Taxonomy (Combined Mode)4
🧠Filtering: what NOT to save
What NOT to Save in Memory5
🧠When to retrieve
When to Access Memories6
✨Scratchpad for working notes
Scratchpad Directory Instructions7
🧠Automatic memory extraction
Memory Extraction Agent (auto-only, with index)8
⚙️Output efficiency
Output Efficiency & Communication