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memory-graph-builder - Build memory graph from MEMORY.md

Parses flat MEMORY.md into structured knowledge graph with duplicate, contradiction, and staleness detection

Tags

Updated: 2026-03-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • parse MEMORY.md
  • build knowledge graph
  • detect duplicates
  • detect contradictions
  • detect stale entries
  • generate digest
  • prune entries
  • show statistics
  • show status

Inputs

  • MEMORY.md file
  • configuration parameters

Outputs

  • memory digest file
  • graph state file
  • duplicate report
  • contradiction report
  • stale entry report
  • graph statistics

Requirements

  • Python 3
  • OpenClaw workspace

Source

  • Spec: SKILL.md
memory
graph
deduplication
optimization
maintenance
parse MEMORY.md
build knowledge graph
detect duplicates
detect contradictions
MEMORY.md file
configuration parameters
memory digest file
graph state file
duplicate report