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Add LanceDB Pro memory system with auto-capture, auto-recall, categorization, and importance scoring. Replaces basic memory with advanced long-term memory capabilities.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
"自动化论文检索、翻译、导入和学习闭环系统。每日从 arXiv 检索论文、自动翻译标题和摘要、导入 Zotero、生成 Obsidian 笔记和学习报告。"
"生成各种类型的图表和流程图：流程图、时序图、类图、甘特图、思维导图等。支持 Mermaid、PlantUML、Graphviz 等格式。"
"GitHub CLI (gh) 自动化操作。管理仓库、Issues、Pull Requests、Workflows、Releases 等。支持所有 gh 命令。"
"深度反思学习过程，巩固知识，发现盲点，优化学习策略。基于笔记内容生成反思报告、学习建议、知识图谱。"
"从 arXiv 自动检索论文、翻译标题摘要、导入 Zotero、生成 Obsidian 笔记。支持关键词检索、自动去重、中文翻译。"
"生成论文学习报告：每日总结、每周总结、月度报告、季度报告、年度总结。统计学习进度、分析研究方向、追踪知识积累。"
| name | add-memory-pro |
| description | Add LanceDB Pro memory system with auto-capture, auto-recall, categorization, and importance scoring. Replaces basic memory with advanced long-term memory capabilities. |
Upgrade AcademiClaw with advanced long-term memory:
npx tsx scripts/apply-skill.ts .claude/skills/add-memory-pro
Add to .env:
# Memory Pro
MEMORY_ENABLED=true
MEMORY_AUTO_CAPTURE=true
MEMORY_AUTO_RECALL=true
MEMORY_EMBEDDING_API_KEY=sk-...
MEMORY_EMBEDDING_MODEL=text-embedding-3-small
MEMORY_EMBEDDING_BASE_URL=https://api.openai.com/v1 # optional
MEMORY_DB_PATH=~/.academiclaw/memory # optional
After installation, the agent will have access to:
| Tool | Description |
|---|---|
memory_recall | Search memories by query |
memory_store | Store important information |
memory_forget | Delete specific memories |
| Category | Trigger Examples |
|---|---|
preference | "I prefer...", "I like...", "I hate..." |
fact | "My name is...", "I work at..." |
decision | "We decided...", "We will use..." |
entity | Phone numbers, emails, names |
other | Everything else |
User: Remember that I prefer dark mode
Agent: [Stores as preference]
User: What's my preference for UI?
Agent: [Recalls] You prefer dark mode.