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memory

Read-side memory operations: search, recall, load, sync, history, visualize. Use when searching past decisions, loading session context, or viewing the knowledge graph.

yonatangross918

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SKILL.md
Metadata
name
memory
license
MIT
compatibility
"Claude Code 2.1.56+. Requires memory MCP server."
description
"Read-side memory operations: search, recall, load, sync, history, visualize. Use when searching past decisions, loading session context, or viewing the knowledge graph."
argument-hint
"[subcommand] [query]"
context
fork
version
2.0.0
author
OrchestKit
tags
[memory, graph, session, context, sync, visualization, history, search]
user-invocable
true
allowed-tools
[Read, Grep, Glob, Bash, AskUserQuestion, mcp__memory__search_nodes, mcp__memory__read_graph]
complexity
low
category
mcp-enhancement
mcp-server
memory

Memory - Read & Access Operations

Unified read-side memory skill with subcommands for searching, loading, syncing, history, and visualization.

Usage

/ork:memory search <query> # Search knowledge graph /ork:memory load # Load context at session start /ork:memory history # View decision timeline /ork:memory viz # Visualize knowledge graph /ork:memory status # Show memory system health

CRITICAL: Use AskUserQuestion When No Subcommand

If invoked without a subcommand, ask the user what they want:

AskUserQuestion( questions=[{ "question": "What memory operation do you need?", "header": "Operation", "options": [ {"label": "search", "description": "Search decisions and patterns in knowledge graph"}, {"label": "load", "description": "Load relevant context for this session"}, {"label": "history", "description": "View decision timeline"}, {"label": "viz", "description": "Visualize knowledge graph as Mermaid"}, {"label": "status", "description": "Check memory system health"} ], "multiSelect": false }] )

Subcommands

See Memory Commands Reference for full usage, flags, output formats, and context-aware result limits for each subcommand.

SubcommandPurpose
searchSearch past decisions, patterns, entities. Supports --category (maps to metadata.category), --limit, --agent (scopes by agent_id), --global filter flags
loadAuto-load relevant memories at session start. Supports --project, --global
historyDecision timeline with table, Mermaid, or JSON output. Supports --since, --mermaid
vizRender knowledge graph as Mermaid diagram. See also mermaid-patterns.md
statusMemory system health check

Workflow

1. Parse Subcommand

Extract first argument as subcommand
If no subcommand -> AskUserQuestion
Validate subcommand is one of: search, load, history, viz, status
Parse remaining flags
Check for --agent <agent-id> flag → agent_id: "ork:{agent-id}"

2. Execute Subcommand

Route to appropriate handler based on subcommand.

3. Report Results

Format output appropriate to the operation.


Rules Quick Reference

RuleImpactWhat It Covers
entity-extraction-patternsHIGHEntity types, relation types, graph query semantics
deduplication-strategyHIGHEdit-over-Write pattern, anchor-based insertion, verification

Session Resume

See Session Resume Patterns for CC 2.1.31 resume hints, context capture before ending, and resume workflows for PRs, issues, and implementations.


Related Skills

  • ork:remember - Store decisions and patterns (write-side)

Error Handling

  • If graph empty for viz: Show helpful message about using /ork:remember
  • If subcommand invalid: Show usage help
  • If memory files corrupt: Report and offer repair
  • If search query empty: Show recent entities instead
  • If no search results: Suggest alternatives