feat: add AI学习助手 agent (KG+RAG ideal) and renshenguo feishu bot
- Add AI学习助手 agent creation script with all 39 tools, 3-layer KG+RAG memory - Add renshenguo (人参果) feishu bot integration (app_service + ws_handler) - Register renshenguo WS client in main.py startup - Add RENSHENGUO_APP_ID / RENSHENGUO_APP_SECRET / RENSHENGUO_AGENT_ID config - Reorganize docs from root into docs/ subdirectories - Move startup scripts to scripts/startup/ - Various backend optimizations and tool improvements Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -5525,7 +5525,6 @@ class WorkflowEngine:
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# 调用 LLM 评判
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try:
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from app.services.llm_service import llm_service
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judge_prompt = (
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"你是严格的内容质量评审专家。请根据以下标准对内容进行评分。\n\n"
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f"【评判标准】\n{criteria}\n\n"
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@@ -5700,9 +5699,13 @@ class WorkflowEngine:
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can_execute = True
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incoming_edges = [e for e in active_edges if e["target"] == node_id]
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if not incoming_edges:
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if node_id not in [n["id"] for n in self.nodes.values() if n.get("type") == "start"]:
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logger.debug(f"[rjb] 节点 {node_id} 没有入边,跳过执行")
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continue
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# 节点无入边:必须是 start 类型,或整个工作流中没有 start 节点才可作为起点
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is_start_node = node_id in [n["id"] for n in self.nodes.values() if n.get("type") == "start"]
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if not is_start_node:
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has_any_start = any(n.get("type") == "start" for n in self.nodes.values())
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if has_any_start:
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logger.debug(f"[rjb] 节点 {node_id} 没有入边,跳过执行")
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continue
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else:
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for edge in incoming_edges:
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src = edge["source"]
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