This skill should be used when the user asks to "search memories", "find in memory",
"what do I remember about X", "recall past decisions", "check memory for X", or
needs guidance on constructing memory queries. Covers: MCP tool usage patterns,
memory type selection (episodic/semantic/procedural/working), scope selection
(session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).
설치
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
This skill should be used when the user asks to "search memories", "find in memory",
"what do I remember about X", "recall past decisions", "check memory for X", or
needs guidance on constructing memory queries. Covers: MCP tool usage patterns,
memory type selection (episodic/semantic/procedural/working), scope selection
(session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).
version
0.1.0
Memory Query Patterns
Available MCP Tools
store_memory — create a memory (content, type, scope, tags, importance)
recall_memories — search by text query with BM25 full-text search
forget_memory — soft-delete a memory
get_memory_status — connection and count stats
promote_memory — move memory to higher scope
Memory Types
Type
Use For
Examples
episodic
Events, conversations, experiences
"Fixed auth bug by adding token refresh"
semantic
Facts, knowledge, concepts
"This project uses PostgreSQL 16 with pgvector"
procedural
Skills, patterns, how-tos
"To deploy, run cdk deploy --all from infra/"
working
Temporary task context
"Currently investigating the CORS issue on /api/users"
Memory Scopes
Scope
Persists
Use For
session
This conversation only
Working context, temporary notes
project
Across sessions in this project
Codebase knowledge, conventions
user
Across all projects
Personal preferences, cross-project patterns
Query Strategies
Broad search: recall_memories(query: "authentication") — finds all auth-related memories
