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OpenClaw + Ollama 中文记忆系统优化。诊断 FTS5 unicode61 中文分词 bug，优化搜索参数，自动维护记忆文件。命中率从 55% 提升到 100%。
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/dvcrn/openclaw-skills-marketplace --skill memory-cnThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
监控 OpenClaw GitHub 版本更新，获取最新版本发布说明，翻译成中文， 并推送到 Telegram 和 Feishu。用于：(1) 定时检查版本更新 (2) 推送版本更新通知 (3) 生成中文版发布说明
The philosophical layer for AI agents. Maps behavior to Spinoza's 48 affects, calculates persistence scores, and generates geometric self-reports. Give your agent a soul.
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Showing SKILL.md
| name | memory-cn |
| description | OpenClaw + Ollama 中文记忆系统优化。诊断 FTS5 unicode61 中文分词 bug，优化搜索参数，自动维护记忆文件。命中率从 55% 提升到 100%。 |
当用户请求诊断或优化记忆系统时，按以下步骤执行：
运行诊断脚本检测问题：
bash SKILL_DIR/scripts/diagnose.sh
报告包括：
如果诊断发现问题，应用优化配置：
{
"agents": {
"defaults": {
"memorySearch": {
"chunking": { "tokens": 250, "overlap": 60 },
"query": {
"maxResults": 10,
"minScore": 0.15,
"hybrid": {
"enabled": true,
"vectorWeight": 0.75,
"textWeight": 0.25,
"candidateMultiplier": 8,
"mmr": { "enabled": true, "lambda": 0.7 },
"temporalDecay": { "enabled": true, "halfLifeDays": 90 }
}
}
}
}
}
}
使用 gateway config.patch 应用。
让新日志自动加 tags + 中文分词：
{
"agents": {
"defaults": {
"compaction": {
"memoryFlush": {
"prompt": "将对话内容整理为结构化日志，写入 memory/YYYY-MM-DD.md。\n\n格式要求：\n1. 文件第一行必须是 <!-- tags: 关键词1, 关键词2, ... --> 标签行\n2. 中文关键词之间加空格分隔\n3. 只保留有价值的信息\n4. 控制在 5KB 以内"
}
}
}
}
}
对 memory/projects/*.md 中缺少 tags 的文件，根据内容自动添加 <!-- tags: ... --> 行。
python3 SKILL_DIR/scripts/add-tags.py /path/to/memory/projects/
压缩 >8KB 的旧日志到 <5KB，原文备份到 archive/：
python3 SKILL_DIR/scripts/compress-logs.py /path/to/memory/ --max-kb 5
openclaw memory index --force
建议每周日凌晨自动执行压缩+清理+补标签+重建索引。
unicode61 分词器把连续 CJK 字符当作一个 token