mem0/integrations/pi-agent-plugin/skills/context-loader/SKILL.md

name, description

name	description
context-loader	Search earlier context when project history, decisions, or preferences could help with a specific question.

Context Loader

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

When to use

Use when earlier work could explain a decision, fix, command, or preference you need. Skip this skill when the context already answers the question.

Steps

1. Extract topics from current message/task. Identify: subject areas, people mentioned, project names, goal references.

2. Search one focused question using mem0_memory with action="search". Keep the default project scope. Search again only if a specific gap remains.

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>"
  - [decisions] <content> [mem0:<short_id>]
  - [preferences] <content> [mem0:<short_id>]
  - [lessons] <content> [mem0:<short_id>]

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