每日备份 2026-06-10 12:57:13

config/openclaw/scripts/learn-core.sh

@@ -0,0 +1,173 @@
+#!/bin/bash
+# ============================================================================
+# 标准学习模块 - v2.0
+# ============================================================================
+# 用途：青龙的标准化学习流程
+# 特点：模块化、可复用、易维护、自动保存知识库
+# ============================================================================
+
+# -------------------- 配置 --------------------
+LEARNING_DIR="${LEARNING_DIR:-/root/.openclaw/workspace/sleep-learning}"
+KNOWLEDGE_DIR="${KNOWLEDGE_DIR:-/root/.openclaw/memory/04-knowledge}"
+TIMESTAMP=$(date '+%Y%m%d-%H%M%S')
+
+mkdir -p "$LEARNING_DIR" "$KNOWLEDGE_DIR"
+
+# -------------------- 工具函数 --------------------
+log_learn() { echo "[$(date '+%H:%M:%S')] [学习] $1"; }
+log_verify() { echo "[$(date '+%H:%M:%S')] [验证] $1"; }
+log_think() { echo "[$(date '+%H:%M:%S')] [反思] $1"; }
+log_kb() { echo "[$(date '+%H:%M:%S')] [知识库] $1"; }
+
+# -------------------- 核心学习 --------------------
+learn_topic() {
+    local topic="$1"
+    local type="${2:-auto}"
+    
+    log_learn "开始学习: $topic (类型: $type)"
+    
+    # Step 1: 获取信息
+    local content
+    content=$(fetch_info "$topic" "$type")
+    
+    if [ -z "$content" ]; then
+        log_learn "❌ 获取信息失败"
+        return 1
+    fi
+    log_learn "✅ 获取信息成功"
+    
+    # Step 2: 多源验证
+    local verify_result
+    verify_result=$(verify_sources "$topic")
+    
+    # Step 3: 反思生成
+    local reflection
+    reflection=$(generate_reflection "$topic" "$content")
+    
+    # Step 4: 保存到临时目录
+    save_temp "$topic" "$content" "$verify_result" "$reflection"
+    
+    # Step 5: 保存到知识库（后台执行，避免超时）
+    save_to_knowledge_base "$topic" "$content" &
+    
+    log_learn "✅ 学习完成"
+}
+
+# -------------------- 信息获取 --------------------
+fetch_info() {
+    local topic="$1"
+    case "$2" in
+        "deep") cd /root/.openclaw/scripts && python3 multi_verify.py "$topic" 2>/dev/null ;;
+        *) cd /root/.openclaw/scripts && python3 auto-learning.py "$topic" 2>/dev/null ;;
+    esac
+}
+
+# -------------------- 多源验证 --------------------
+verify_sources() {
+    local topic="$1"
+    log_verify "执行多源验证: $topic"
+    cd /root/.openclaw/scripts && timeout 15 python3 -c "
+import sys; sys.path.insert(0, '.')
+from multi_verify import multi_source_verify
+print(multi_source_verify('$topic'))
+" 2>/dev/null
+}
+
+# -------------------- 反思生成 --------------------
+generate_reflection() {
+    local topic="$1"
+    local content="$2"
+    log_think "生成反思: $topic"
+    
+    # 使用可复用 API 模块生成反思
+    local reflection
+    reflection=$(timeout 15 python3 /root/.openclaw/scripts/ocw_api.py chat "你是AI学习助手。请对以下内容进行反思，输出3条反思（每条不超过30字）：主题: $topic; 内容: ${content:0:500}" 2>/dev/null)
+    
+    if [ -z "$reflection" ] || echo "$reflection" | grep -qi "失败\|错误"; then
+        reflection="1. 完成基础学习任务；2. 需深化理解；3. 持续跟进实践"
+    fi
+    
+    echo "$reflection"
+}
+
+# -------------------- 临时保存 --------------------
+save_temp() {
+    local topic="$1"
+    local content="$2"
+    local verify_result="$3"
+    local reflection="$4"
+    
+    local safe_topic=$(echo "$topic" | tr ' ' '-' | tr -d ':/.')
+    local file="${LEARNING_DIR}/learn-${safe_topic}-${TIMESTAMP}.md"
+    
+    cat > "$file" << EOF
+# 学习: ${topic}
+# 时间: $(date '+%Y-%m-%d %H:%M:%S')
+
+## 学习内容
+${content}
+
+## 多源验证
+${verify_result}
+
+## 反思
+${reflection}
+EOF
+    log_learn "📁 保存到临时: $file"
+}
+
+# -------------------- 知识库保存 --------------------
+save_to_knowledge_base() {
+    local topic="$1"
+    local content="$2"
+    
+    log_kb "提取知识点并保存到知识库: $topic"
+    
+    # 使用可复用 API 模块提取知识点
+    local key_points
+    key_points=$(python3 /root/.openclaw/scripts/ocw_api.py extract "$content" "$topic" 2>&1)
+    
+    # 提取成功（不包含错误标识）
+    if echo "$key_points" | grep -qE '^\[限流\]|\[超时\]|\[连接失败\]|\[认证失败\]|\[请求错误\]|\[HTTP [0-9]+\]|\[错误\]|\[网络错误\]|^失败:'; then
+        log_kb "⚠️ 知识点提取失败: $key_points"
+        return 1
+    fi
+    
+    # 生成文件名
+    local safe_topic=$(echo "$topic" | tr ' ' '-' | tr -d ':/.()' | head -c 50)
+    local kb_file="${KNOWLEDGE_DIR}/${safe_topic}-learned.md"
+    
+    cat > "$kb_file" << EOF
+# ${topic}
+# 保存时间: $(date '+%Y-%m-%d %H:%M:%S')
+# 来源: 混合学习自动保存
+
+## 核心知识点
+
+${key_points}
+
+---
+
+*自动生成 by learn-core.sh v3.0*
+EOF
+    
+    log_kb "✅ 已保存: $kb_file"
+    
+    # 新知识自动建立索引
+    log_kb "更新知识索引..."
+    python3 /root/.openclaw/scripts/knowledge-index.py generate > /dev/null 2>&1 &
+}
+
+# -------------------- 知识库统计 --------------------
+kb_stats() {
+    echo "========================================"
+    echo "知识库统计"
+    echo "========================================"
+    echo "知识库目录: $KNOWLEDGE_DIR"
+    echo "文件数量: $(ls -1 "$KNOWLEDGE_DIR"/*.md 2>/dev/null | wc -l)"
+    echo ""
+    echo "最新文件:"
+    ls -t "$KNOWLEDGE_DIR"/*.md 2>/dev/null | head -5 | while read f; do
+        echo "  - $(basename "$f")"
+    done
+}