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GobbyAI

gobby-memory

by GobbyAI

A local-first daemon to unify your AI coding tools. Session tracking and handoffs across Claude Code, Gemini CLI, and Codex. An MCP proxy that discovers tools without flooding context. Task management with dependencies, validation, and TDD expansion. Agent spawning and worktree orchestration. Persistent memory, extensible workflows, and hooks.

5🍴 0📅 2026年1月23日
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SKILL.md


name: gobby-memory description: This skill should be used when the user asks to "/gobby-memory", "remember", "recall", "forget memory". Manage persistent memories across sessions - store, search, delete, update, and list memories.

/gobby-memory - Memory Management Skill

This skill manages persistent memories via the gobby-memory MCP server. Parse the user's input to determine which subcommand to execute.

Subcommands

/gobby-memory remember <content> - Store a memory

Call gobby-memory.create_memory with:

  • content: (required) The memory content to store
  • memory_type: Optional type categorization
  • importance: Importance score 0-1 (default 0.5, use higher for critical facts)
  • tags: Comma-separated tags (e.g., "testing,security")
  • project_id: Optional project scope (defaults to current)

Example: /gobby-memory remember Always use pytest fixtures for test setupcreate_memory(content="Always use pytest fixtures for test setup", tags="testing")

Example: /gobby-memory remember [critical] Never commit .env filescreate_memory(content="Never commit .env files", tags="critical,security", importance="0.9")

/gobby-memory recall <query> - Search/recall memories

Call gobby-memory.search_memories with:

  • query: Search query text
  • limit: Max results (default 10)
  • min_importance: Minimum importance threshold
  • tags_all: Require all these tags (comma-separated)
  • tags_any: Match any of these tags
  • tags_none: Exclude these tags
  • project_id: Optional project scope

Returns memories matching the query, ranked by relevance.

Example: /gobby-memory recall testing best practicessearch_memories(query="testing best practices") Example: /gobby-memory recall tag:securitysearch_memories(tags_any="security")

/gobby-memory forget <memory-id> - Delete a memory

Call gobby-memory.delete_memory with:

  • memory_id: (required) The memory ID to delete

Example: /gobby-memory forget mm-abc123delete_memory(memory_id="mm-abc123")

/gobby-memory list - List all memories

Call gobby-memory.list_memories with:

  • limit: Max results (default 20)
  • memory_type: Filter by type
  • min_importance: Minimum importance threshold
  • tags_all: Require all these tags
  • tags_any: Match any of these tags
  • tags_none: Exclude these tags
  • project_id: Optional project scope

Returns all stored memories, most recent first.

Example: /gobby-memory listlist_memories(limit="20") Example: /gobby-memory list tag:workflowlist_memories(tags_any="workflow")

/gobby-memory show <memory-id> - Get memory details

Call gobby-memory.get_memory with:

  • memory_id: (required) The memory ID to retrieve

Returns full memory details including content, tags, importance, and metadata.

Example: /gobby-memory show mm-abc123get_memory(memory_id="mm-abc123")

/gobby-memory update <memory-id> - Update a memory

Call gobby-memory.update_memory with:

  • memory_id: (required) The memory ID to update
  • content: New content (optional)
  • importance: New importance score (optional)
  • tags: New tags (optional)

Example: /gobby-memory update mm-abc123 importance=0.9update_memory(memory_id="mm-abc123", importance="0.9")

Call gobby-memory.get_related_memories with:

  • memory_id: (required) The memory ID to find relations for
  • limit: Max results
  • min_similarity: Minimum similarity threshold

Returns memories related via cross-references.

Example: /gobby-memory related mm-abc123get_related_memories(memory_id="mm-abc123")

/gobby-memory stats - Show memory statistics

Call gobby-memory.memory_stats to retrieve:

  • Total memory count
  • Memories by type
  • Storage usage
  • Recent activity

Example: /gobby-memory statsmemory_stats()

/gobby-memory export - Export memory graph

Call gobby-memory.export_memory_graph with:

  • title: Optional graph title
  • output_path: Optional output file path
  • project_id: Optional project scope

Exports memories as an interactive HTML knowledge graph.

Example: /gobby-memory exportexport_memory_graph()

Response Format

After executing the appropriate MCP tool, present the results clearly:

  • For remember/create: Confirm storage with memory ID
  • For recall: List matching memories with ID, content snippet, and relevance
  • For forget/delete: Confirm deletion
  • For list: Display memories with ID, content, tags, and creation date
  • For show: Full memory details
  • For update: Confirm update
  • For related: List related memories with similarity scores
  • For stats: Show statistics in a readable summary
  • For export: Confirm export with file path

Tag Extraction

When storing memories, extract implicit tags from content:

  • [tag] syntax → explicit tag
  • testing, test → tag: testing
  • security, auth → tag: security
  • workflow, process → tag: workflow
  • code, implementation → tag: code

Error Handling

If the subcommand is not recognized, show available subcommands:

  • remember, recall, forget, list, show, update, related, stats, export

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