Individual skill
memory-import
Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw documents (zero LLM, instantly searchable); Layer 2 is YOUR distillation work — you read the landed documents and write candidate pages; Layer 3 commits candidates through the memory evolution gate. Distinct from the native memory_write tool face (that is for single, in-conversation writes).
sdk/cloud/catalog/skills/memory-import/SKILL.md
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- Last checked
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- agent-communication Repository topic
- agent-memory Repository topic
- ai-agents Repository topic
- claude Repository topic
- cursor Repository topic
- docker Repository topic
- knowledge-base Repository topic
- llm-tools Repository topic
- mcp Repository topic
- mcp-server Repository topic
- productivity Derived category
- productivity-notes Derived category
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# Memory Import
Bulk-import external material into workspace memory through a **session** — the
unit of quota, audit, and gate evaluation. Three layers, two of which are yours:
## Layer 1 — land the documents (zero LLM, do this first)
```bash
cloud memory imports open --workspace <ws> # → { id }
cloud memory imports write-documents <id> --workspace <ws> --documents '[{"name":"…","content":"…"}]'
```
Raw documents become searchable in seconds. No quality bar here — that is Layer 2's job.