Add diagnosis playbook skills
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@@ -56,17 +56,17 @@ class AiOpsServiceTest {
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request.setSeverity("P1");
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request.setTimeRange("last_15m");
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request.setDescription("P95 latency is high");
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request.setUserRequest("结合日志和指标排查支付超时");
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request.setUserRequest("check logs and metrics for payment timeout");
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String summary = service.buildQuerySummary(request);
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assertTrue(summary.contains("AI Ops 告警分析"));
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assertTrue(summary.contains("告警: payment-service-latency-high"));
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assertTrue(summary.contains("服务: payment-service"));
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assertTrue(summary.contains("等级: P1"));
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assertTrue(summary.contains("时间范围: last_15m"));
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assertTrue(summary.contains("描述: P95 latency is high"));
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assertTrue(summary.contains("请求: 结合日志和指标排查支付超时"));
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assertTrue(summary.contains("AI Ops alert analysis"));
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assertTrue(summary.contains("alert: payment-service-latency-high"));
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assertTrue(summary.contains("service: payment-service"));
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assertTrue(summary.contains("severity: P1"));
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assertTrue(summary.contains("timeRange: last_15m"));
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assertTrue(summary.contains("description: P95 latency is high"));
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assertTrue(summary.contains("request: "));
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}
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@Test
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@@ -99,8 +99,8 @@ class AiOpsServiceTest {
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assertTrue(prompt.contains("Related Risk"));
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assertTrue(prompt.contains("Recommended lookup_knowledge query: HighCPUUsage payment-service P1 CPU usage is above 80% last_15m"));
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assertTrue(prompt.contains("preserves alertName and service"));
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assertTrue(prompt.contains("告警: HighCPUUsage"));
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assertTrue(prompt.contains("服务: payment-service"));
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assertTrue(prompt.contains("alert: HighCPUUsage"));
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assertTrue(prompt.contains("service: payment-service"));
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assertFalse(prompt.contains("AIOps scope mode: AUTO_DISCOVERY"));
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}
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@@ -112,11 +112,11 @@ class AiOpsServiceTest {
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request.setSeverity(" ");
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request.setDescription("P95 latency above threshold");
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request.setTimeRange("last_10m");
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request.setUserRequest("结合日志和指标排查");
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request.setUserRequest("check logs and metrics");
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String query = service.buildKnowledgeRetrievalQuery(request);
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assertEquals("HighLatency payment-service P95 latency above threshold last_10m 结合日志和指标排查", query);
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assertEquals("HighLatency payment-service P95 latency above threshold last_10m check logs and metrics", query);
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}
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@Test
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@@ -142,16 +142,16 @@ class AiOpsServiceTest {
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void persistFinalReportUpdatesDiagnosisSessionAnswer() {
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DiagnosisSession session = DiagnosisSession.builder()
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.sessionId("aiops-session-001")
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.query("AI Ops 告警分析")
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.query("AI Ops alert analysis")
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.status("SUCCESS")
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.agentFlow("AI_OPS")
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.build();
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when(diagnosisSessionRepository.findBySessionId("aiops-session-001")).thenReturn(Optional.of(session));
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when(toolInvocationRepository.findBySessionIdOrderByIdAsc("aiops-session-001")).thenReturn(List.of());
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service.persistFinalReport("aiops-session-001", "# 告警分析报告\nHighCPUUsage payment-service analysis with evidence summary.");
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service.persistFinalReport("aiops-session-001", "# 闁告稑锕ㄩ鐔煎礆閸℃鈧粙骞庨妷銉﹀暈\nHighCPUUsage payment-service analysis with evidence summary.");
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assertEquals("# 告警分析报告\nHighCPUUsage payment-service analysis with evidence summary.", session.getAnswer());
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assertEquals("# 闁告稑锕ㄩ鐔煎礆閸℃鈧粙骞庨妷銉﹀暈\nHighCPUUsage payment-service analysis with evidence summary.", session.getAnswer());
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assertTrue(session.getSelfEvaluation().contains("aiops_rule_evaluation"));
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verify(diagnosisSessionRepository).save(session);
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}
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@@ -1,5 +1,8 @@
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package com.superbiz.agent.service;
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import com.alibaba.cloud.ai.graph.agent.ReactAgent;
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import com.alibaba.cloud.ai.graph.skills.registry.SkillRegistry;
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import com.alibaba.cloud.ai.graph.skills.registry.classpath.ClasspathSkillRegistry;
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import com.superbiz.agent.agent.tool.DateTimeTools;
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import com.superbiz.agent.agent.tool.QueryLogsTools;
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import com.superbiz.agent.agent.tool.QueryMetricsTools;
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@@ -194,6 +197,56 @@ class ChatServiceSequentialAgentTest {
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assertSame(queryMetricsTools, methodTools[3]);
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}
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@Test
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void createReactAgentInjectsSkillCatalogThroughAlibabaHook() throws Exception {
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ChatService chatService = createChatService();
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ScriptedChatModel chatModel = new ScriptedChatModel();
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SkillRegistry skillRegistry = ClasspathSkillRegistry.builder()
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.classpathPath("skills")
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.basePath("target/test-skills-cache")
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.build();
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ReflectionTestUtils.setField(chatService, "skillRegistry", skillRegistry);
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ReactAgent agent = chatService.createReactAgent(chatModel, "BASE_TEST_PROMPT");
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agent.call("diagnose mysql connection pool exhaustion");
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assertTrue(chatModel.promptText.contains("BASE_TEST_PROMPT"));
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assertTrue(chatModel.promptText.contains("## Skills System"));
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assertTrue(chatModel.promptText.contains("diagnose-mysql-connection-pool"));
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assertTrue(chatModel.promptText.contains("read_skill"));
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}
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@Test
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void plannerGetsSkillMetadataAndExecutorGetsReadSkillTool() throws Exception {
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ChatService chatService = createChatService();
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ScriptedChatModel chatModel = new ScriptedChatModel();
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SkillRegistry skillRegistry = ClasspathSkillRegistry.builder()
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.classpathPath("skills")
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.basePath("target/test-skills-cache")
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.build();
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ReflectionTestUtils.setField(chatService, "skillRegistry", skillRegistry);
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chatService.executeChatComplex(
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chatModel,
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new ToolCallback[0],
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"diagnose mysql connection pool exhaustion",
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List.of(),
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"planner-skill-metadata-session"
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);
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assertTrue(chatModel.plannerPromptText.contains("\"skill_catalog\""));
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assertTrue(chatModel.plannerPromptText.contains("diagnose-mysql-connection-pool"));
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assertTrue(chatModel.plannerPromptText.contains("\"selected_skill\""));
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assertFalse(chatModel.plannerPromptText.contains("## Skills System"));
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assertFalse(chatModel.plannerPromptText.contains("read_skill"));
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assertTrue(chatModel.executorPromptText.contains("## Skills System"));
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assertTrue(chatModel.executorPromptText.contains("diagnose-mysql-connection-pool"));
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assertTrue(chatModel.executorPromptText.contains("read_skill"));
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assertFalse(chatModel.verifierPromptText.contains("diagnose-mysql-connection-pool"));
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assertFalse(chatModel.verifierPromptText.contains("read_skill"));
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}
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private ChatService createChatService() {
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ChatService chatService = new ChatService();
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@@ -245,6 +298,9 @@ class ChatServiceSequentialAgentTest {
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private static final class ScriptedChatModel implements ChatModel {
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private final java.util.ArrayList<String> agentCalls = new java.util.ArrayList<>();
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private String promptText = "";
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private String plannerPromptText = "";
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private String executorPromptText = "";
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private String verifierPromptText = "";
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private boolean sawVerifierPrompt;
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private final java.util.List<String> verifierOutputs;
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private int verifierOutputIndex;
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@@ -283,12 +339,15 @@ class ChatServiceSequentialAgentTest {
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String text;
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if (promptText.contains("PLANNER_TEST_PROMPT")) {
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agentCalls.add("chat_planner");
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plannerPromptText = promptText;
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text = "PLANNER_PLAN";
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} else if (promptText.contains("EXECUTOR_TEST_PROMPT")) {
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agentCalls.add("chat_executor");
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executorPromptText = promptText;
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text = "EXECUTOR_FINAL_ANSWER";
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} else if (promptText.contains("VERIFIER_TEST_PROMPT")) {
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agentCalls.add("chat_verifier");
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verifierPromptText = promptText;
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sawVerifierPrompt = true;
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int index = Math.min(verifierOutputIndex, verifierOutputs.size() - 1);
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text = verifierOutputs.get(index);
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@@ -0,0 +1,44 @@
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package com.superbiz.agent.service;
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import com.alibaba.cloud.ai.graph.agent.hook.skills.ReadSkillTool;
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import com.alibaba.cloud.ai.graph.skills.registry.SkillRegistry;
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import com.superbiz.agent.config.SkillConfig;
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import org.junit.jupiter.api.Test;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertTrue;
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class SkillCatalogServiceTest {
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@Test
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void loadsDiagnosisSkillsFromClasspathRegistry() {
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SkillRegistry registry = newRegistry();
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assertEquals(1, registry.size());
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assertTrue(registry.contains("diagnose-mysql-connection-pool"));
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}
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@Test
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void readSkillReturnsFullInstructionsFromOfficialTool() {
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ReadSkillTool tool = new ReadSkillTool(newRegistry());
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String skill = tool.apply(new ReadSkillTool.ReadSkillRequest("diagnose-mysql-connection-pool"), null);
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assertTrue(skill.contains("## Workflow"));
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assertTrue(skill.contains("query_logs"));
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assertTrue(skill.contains("Fixed diagnosis case: `mysql-pool-exhausted`"));
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}
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@Test
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void readSkillToolReturnsUnknownSkillError() {
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ReadSkillTool tool = new ReadSkillTool(newRegistry());
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String result = tool.apply(new ReadSkillTool.ReadSkillRequest("missing-skill"), null);
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assertTrue(result.contains("Skill not found: missing-skill"));
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}
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private SkillRegistry newRegistry() {
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return new SkillConfig().skillRegistry();
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}
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}
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