Mem0 Auto-Sync

Automatically synchronize session context to Mem0 for seamless cross-session continuity. This skill executes MCP calls to persist decisions, patterns, and session summaries.

When to Use

• Automatically: Invoked at session end by mem0-pre-compaction-sync.sh hook
• Manually: Run /mem0-sync to force sync mid-session
• After major decisions: Sync important architectural decisions immediately

Quick Sync

Execute these MCP calls based on the sync context provided:

1. Session Summary (Always)

mcp__mem0__add_memory({
  text: "Session Summary: {task_summary}",
  user_id: "{project}-continuity",
  metadata: {
    type: "session_summary",
    status: "{status}",
    has_blockers: {has_blockers},
    has_next_steps: {has_next_steps}
  },
  enable_graph: true
})

2. Pending Decisions (If Any)

For each decision in the decision log that hasn't been synced:

mcp__mem0__add_memory({
  text: "{decision_content}",
  user_id: "{project}-decisions",
  metadata: {
    category: "{category}",
    outcome: "success"
  },
  enable_graph: true
})

3. Agent Patterns (If Any)

For each agent pattern that was learned:

mcp__mem0__add_memory({
  text: "{pattern_description}",
  user_id: "{project}-agents",
  agent_id: "skf:{agent_type}",
  metadata: {
    category: "{category}",
    outcome: "{success|failed}"
  },
  enable_graph: true
})

4. Best Practices (If Generalizable)

For patterns that apply across projects:

mcp__mem0__add_memory({
  text: "{best_practice}",
  user_id: "skillforge-global-best-practices",
  metadata: {
    project: "{project}",
    category: "{category}",
    outcome: "success"
  },
  enable_graph: true
})

Sync Protocol

1. Check availability: Verify Mem0 MCP is configured
2. Read sync state: Load .claude/coordination/.decision-sync-state.json
3. Execute MCP calls: Run add_memory for each item
4. Update sync state: Mark synced items to prevent duplicates
5. Confirm completion: Output sync summary

Key Patterns

Idempotent Sync

• Track synced decision IDs in sync state file
• Skip already-synced items
• Handle partial failures gracefully

Graph Memory

• Always use enable_graph: true for relationship extraction
• Mem0 automatically creates entity/relation graphs
• Enables semantic search across related concepts

Scoped User IDs

• {project}-continuity: Session summaries
• {project}-decisions: Architectural decisions
• {project}-agents: Agent-specific patterns
• skillforge-global-best-practices: Cross-project patterns

Related Skills

• recall - Search and retrieve from Mem0
• context-compression - Compress context before sync
• brainstorming - Generate decisions worth syncing