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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.

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SKILL.md
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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 search_memories calls with different angles:

    Query angleFilterPurpose
    Feature/module name{"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "decision"}}]}Architecture decisions
    File paths mentioned{"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "convention"}}]}Coding patterns
    Error keywords (if any){"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "anti_pattern"}}]}Known pitfalls
    Broad project context{"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}Catch-all
  3. Deduplicate results by memory ID across all search responses.

  4. Output compact context block (max 10 memories):

context-loader: loaded <N> memories for "<task summary>"
  - [decision] <content> [mem0:<short_id>]
  - [convention] <content> [mem0:<short_id>]
  - [anti_pattern] <content> [mem0:<short_id>]
  1. 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.

Repository
mem0ai/mem0
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