Agent skill · mem0ai
mem0-context-loader
Searches and injects relevant memories into context before starting work on a task. Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded.
What it needs
About 1k tokens when loaded.
What this skill does
Context Loader Pre-fetches relevant memories to prime context before working on a task. When to use Session start (invoke manually or auto-triggered by skill description matching) User starts work on a specific feature or file set Complex multi-step task begins User says "what do we know about X" or "context for X" Steps 1. Extract topics from current message/task. Identify: file paths, module names, feature areas, error patterns. 2. Run 2-4 parallel searchmemories calls with different angles: Query angle Filter Purpose --- --- --- Feature/module name {"AND": [{"userid": "<id>"}, {"appid": "<pid>"}, {"metadata": {"type": "decision"}}]} Architecture decisions File paths mentioned {"AND": [{"userid": "<id>"}, {"appid": "<pid>"}, {"metadata": {"type": "convention"}}]} Coding patterns Error keywords (if any) {"AND": [{"userid": "<id>"}, {"appid": "<pid>"}, {"metadata": {"type": "antipattern"}}]} Known pitfalls Broad project context {"AND": [{"userid": "<id>"}, {"appid": "<pid>"}]} Catch-all 3. Deduplicate results by memory ID across all search responses. 4. Output compact context block (max 10 memories): 5. If zero results: output nothing. Don't announce empty context. Constraints Read-only — never modify or delete memories Max 10 memories returned (most relevant only) Silent on empty — only surfaces findings if relevant context exists Skip memories already visible in current session context Output formatting IMPORTANT: Do NOT use markdown in your output. OpenCode TUI renders text verbatim — markdown like bold, ## headers, and table syntax appears as raw characters. Use plain text with indentation for structure. Use dashes for lists. Use spaces to align columns instead of markdown tables.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills mem0ai/mem0-context-loader--4104db