Recall Local

为 OpenClaw 代理提供本地记忆检索：运行 Node.js 服务索引 ~/clawd/memory/ 目录及 MEMORY.md、WORKING.md，并通过本地网页界面和 HTTP 接口提供关键词搜索，附首次安装与随登录自启的配置步骤；不依赖外部服务与 API 密钥。

wrentheai

热度 58.82

最近更新 2026-05-18 12:26:35

分类：知识依赖：代码执行 / 读写文件 / 联网浏览搜索应用场景：笔记整理 / 研究

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add recall-local

Metadata

name: recall-local
description: Local memory search for OpenClaw agents. Runs a lightweight Node.js server that indexes all files in ~/clawd/memory/ plus MEMORY.md and WORKING.md, then exposes keyword search over them. Use when you need to find something from past sessions, daily logs, decisions made, things learned, bugs fixed, or anything in the agent's history. Also use to set up, check, or restart the server.

Recall Local

Indexes your entire ~/clawd/memory/ archive and serves it as a searchable web UI + API at http://localhost:3456. No external services, no API keys, nothing leaves your machine.

Setup (first time)

# Copy the server to your tools directory
mkdir -p ~/clawd/tools/recall-local
cp "$(dirname "$0")/scripts/server.js" ~/clawd/tools/recall-local/server.js

# Create a LaunchAgent so it starts on login
cat > ~/Library/LaunchAgents/ai.wren.recall-local.plist << 'EOF'
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
  <key>Label</key><string>ai.wren.recall-local</string>
  <key>ProgramArguments</key>
  <array>
    <string>/opt/homebrew/bin/node</string>
    <string>/Users/YOUR_USERNAME/clawd/tools/recall-local/server.js</string>
  </array>
  <key>RunAtLoad</key><true/>
  <key>KeepAlive</key><true/>
  <key>StandardOutPath</key><string>/Users/YOUR_USERNAME/clawd/tools/recall-local/recall.log</string>
  <key>StandardErrorPath</key><string>/Users/YOUR_USERNAME/clawd/tools/recall-local/recall.log</string>
</dict>
</plist>
EOF

# Replace YOUR_USERNAME, then load it
launchctl load ~/Library/LaunchAgents/ai.wren.recall-local.plist

Or just run it manually: node ~/clawd/tools/recall-local/server.js &

Search (agent use)

curl -s "http://localhost:3456/search?q=YOUR+QUERY" | python3 -c "
import json,sys
d = json.load(sys.stdin)
print(f'{d[\"total\"]} chunks indexed')
for r in d['results'][:5]:
    print(f'[{r[\"source\"]}] {r[\"text\"][:300]}')
    print()
"

Check if running / start if down

curl -s http://localhost:3456/search?q=test > /dev/null 2>&1 && echo "UP" || (echo "Starting..."; launchctl start ai.wren.recall-local; sleep 2)

Human UI

Open http://localhost:3456 in a browser. Search box, results below. Works on mobile too if on same local network.

Tips

Reloads all files on every search — always reflects the latest memory
Source filenames are dates (2026-03-01.md) — useful for spotting when something happened
Multi-word queries score better than single words
For broad questions use general terms; for specific lookups use exact terms