craigkjhsu/mem0/context-loader

Claude Code and agent skill by craigkjhsu/mem0

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Checking that the SKILL.md file is still in the repository.

Searches and injects relevant memories into context before starting work on a task or topic. Use when beginning a new task, switching context, or when past decisions, preferences, or knowledge need to be loaded.

Install

npx vskill@latest install craigkjhsu/mem0/context-loader

SKILL.md

Context Loader

Pre-fetches relevant memories to prime context before working on a task or topic.

When to use

  • Session start (auto-triggered by the extension's before_agent_start event)
  • User starts work on a specific topic or area
  • User says "what do we know about X" or "context for X"

Steps

  1. Extract topics from current message/task. Identify: subject areas, people mentioned, project names, goal references.
  1. Run 2-4 parallel searches using mem0_memory tool with action="search" and different query angles:
Query anglePurpose
Topic/subject nameRelevant decisions and preferences
People mentionedRelationship context
Project/goal referencesProgress and background
Broad contextCatch-all for anything relevant
  1. Deduplicate results by memory ID across all search responses.
  1. Output compact context block (max 10 memories):
context-loader: loaded <N> memories for "<task summary>"
- [decisions] <content> [mem0:<short_id>]
- [preferences] <content> [mem0:<short_id>]
- [lessons] <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

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

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