tpsaint/fictional-dollop/mem0-context-loader

Claude Code and agent skill by tpsaint/fictional-dollop

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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. Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded.

Install

npx vskill@latest install tpsaint/fictional-dollop/mem0-context-loader

SKILL.md

The same SKILL.md was published earlier as stevenlzm/mem0/mem0-context-loader.

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.
  1. 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
  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>"
- [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.

Security

  • Security scanPassed, 90 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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