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feat(plugins): share native session handoff and soften memory search

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kartik-mem0
2026-09-10 18:20:36 +05:30
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integrations/opencode-plugin/opencode-skills/mem0-context-loader/SKILL.md
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---
name: mem0-context-loader
description: 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.
description: Search earlier context when project history, decisions, or preferences could help with a specific question.
---
# Context Loader
@@ -9,23 +9,14 @@ 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"
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: file paths, module names, feature areas, error patterns.
2. **Run 2-4 parallel `search_memories` calls** with different angles:
| Query angle | Filter | Purpose |
|---|---|---|
| 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 |
2. **Search one focused question** using `search_memories`. Keep the default project scope. Search again only if a specific gap remains.
3. **Deduplicate** results by memory ID across all search responses.