Generates Memento pattern for PHP 8.4. Creates state capture and restoration mechanism for undo/redo functionality, with originator…
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Distinguish current Memory selection, useful durable residue and stronger-owner work without making Memory a required closeout step.
Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and…
Use when you see memory warnings, 'retain cycle', app crashes from memory pressure, or when asking 'why is my app using so much memory'…
Knowledge graph orchestration layer with entity extraction, natural language query parsing, deduplication (>85% similarity), and…
Promote an inbox capture or session extract into a compiled vault note on main.
Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory.
Curate bounded memory at closeout: size limits, dedupe, drift detection, and optional approval-gated writes.
Reviews stored memory quality by detecting duplicates, contradictions, and stale entries with actionable recommendations.
Guide secure migration of code from memory-unsafe languages (C, C++, Assembly) to memory-safe languages (Rust, Go, Java, C#, Swift).
Query the raw trajectory SQLite database directly when the built-in memory and history tools are insufficient.
Deliberately search, add to, or curate your long-term memory with the `memory` tool — beyond the automatic recall/capture every turn…
Design short-term, long-term, and graph-based memory architectures.
Prepare a MemoryLane release by updating the version and release notes, then creating and pushing the tagged release commit that triggers…
Use the MemOS Local memory system to search and use the user's past conversations.
MemPalace — mine projects and conversations into a searchable memory palace.
Show MemPalace help — available commands, usage tips, and getting started guidance.
Initialize a new MemPalace — guided setup for your AI memory palace with ChromaDB backend.