AgentSkillsCN

mcp-neo4j-memory-ops

使用 Neo4j 内存 MCP 创建/更新关联记忆(实体、关系)、去重(DRY)以及检索查询,以确保项目连续性。当需要保存全局学习成果或查询图谱关系时使用。

SKILL.md
--- frontmatter
name: mcp-neo4j-memory-ops
description: Use Neo4j memory MCP for creating/updating linked memories (entities, relations), de-duplication (DRY), and retrieval queries for project continuity. Use when saving global learnings or querying graph relationships.
compatibility: Requires Neo4j MCP memory server configured; credentials available in MCP config.
allowed-tools: MCP(*)

mcp-neo4j-memory-ops

When to use (beyond recall)

  • User requests “zapisz do pamięci” / “zaktualizuj wspomnienia”.
  • Need relationship-aware retrieval: “jak to się łączy z X”, “co już robiliśmy podobnego”.

Procedure

  1. Retrieve candidate existing nodes (fuzzy match).
  2. Merge if similar; avoid duplicates.
  3. Add explicit relations:
    • PROJECT → DECISION
    • DECISION → CONSTRAINT
    • TOOL → WORKFLOW
  4. Store “confidence” and “last_updated”.

Output

  • What nodes/edges changed + short rationale.