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 functionality for storing and retrieving decisions and patterns in a knowledge graph, which the AI wouldn't 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--c6731d