Agent skill · operations · yonatangross
remember
Write-side memory: stores decisions, patterns and outcomes in the knowledge graph. Use when something worth keeping was learned or decided. To search use memory; to consolidate use dream.
Why this skill is useful
Adds structured memory management for decisions and patterns that the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-06. 215 stars on the source repository.
What this skill does
Remember - Store Decisions and Patterns Filesystem vs MCP memory (Opus 5.5 guidance, CC 2.1.111+): Opus 5.5 reads filesystem memory reliably across multi-session work. Use that to your advantage: - Short-lived handoff state (current phase, task in-progress, pending approvals) → .claude/chain/.json files. Small, structured, session-scoped. - Durable auto-memory (user facts, feedback, project conventions) → ~/.claude/projects/<slug>/memory/.md files with a one-line index in MEMORY.md. Read on every session start. - Cross-session knowledge graph (typed entities + relations for query traversal) → MCP memory server (this skill's default path). Best when future sessions will search for patterns. The three are complementary, not alternatives. Prefer fs for anything you'd want to grep; prefer MCP for anything you'd want to traverse. Store important decisions, patterns, or context in the knowledge graph for future sessions. Supports tracking success/failure outcomes for building a Best Practice Library. Argument Resolution Architecture The remember skill uses knowledge graph as storage: 1. Knowledge Graph: Entity and relationship storage via mcpmemorycreateentities and mcpmemorycreaterelations. These tools come from a memory MCP server that OrchestKit does not bundle: configure one in the user or project scope first (for example @modelcontextprotocol/server-memory) and confirm it with claude mcp list. Without it, every graph step here does nothing. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills yonatangross/remember