penfield
Installation
SKILL.md
Penfield Memory
Persistent memory that compounds. Your agent remembers conversations, learns preferences, connects ideas, and picks up exactly where it left off—across sessions, days, and channels.
Tools
Memory
| Tool | Purpose | When to use |
|---|---|---|
penfield_store |
Save a memory | User shares preferences, you make a discovery, a decision is made, you learn something worth keeping |
penfield_recall |
Hybrid search (BM25 + vector + graph) | Need context before responding, resuming a topic, looking up prior decisions |
penfield_search |
Semantic search (higher vector weight) | Fuzzy concept search when you don't have exact terms |
penfield_fetch |
Get memory by ID | Following up on a specific memory from recall results |
penfield_update_memory |
Edit existing memory | Correcting, adding detail, changing importance or tags |