菜单
Koog 开发工具包：梳理 Tools/MCP/Prompt/LLM 参数/记忆/压缩/审核等规范并产出模板。用户提到 Koog、ToolRegistry、MCP、AskUser、ChatMemory 时调用。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | koog-dev |
| description | Koog 开发工具包：梳理 Tools/MCP/Prompt/LLM 参数/记忆/压缩/审核等规范并产出模板。用户提到 Koog、ToolRegistry、MCP、AskUser、ChatMemory 时调用。 |
maxIterations/maxAgentIterations 防止循环成本失控@Serializable data class Args(...)），避免 schema 初始化问题ToolRegistry，Agent 才能调用AskUser 工具（不要靠猜）HistoryCompression，并按需 preserveMemoryTool<Args, Result>、SimpleTool<Args>ToolRegistry { tools(myTool) }ai.koog.prompt.dsl.prompttoolCall(id, tool, args) / toolResult(id, tool, output)LLMParams(temperature, toolChoice, numberOfChoices, maxTokens, schema, ...)LLModel.supports(LLMCapability.Tools) 等McpToolRegistryProvider、McpServerInfoChatHistoryProvider + ChatMemory feature（短期对话历史）SearchStorage/WriteStorage + SimilaritySearchStrategy + SystemPromptAugmenternodeLLMCompressHistory / llmCompressHistory() / preserveMemorysystemPromptllmModeltemperaturemaxIterationstoolRegistry（可选，但只要你需要 tools 就必须）temperaturemaxTokenstoolChoicenumberOfChoicesschemaspeculationTemperature、Tools、ToolChoice、MultipleChoices、SpeculationSchema.JSON.Basic、Schema.JSON.StandardVision.Image、Document、Embed、Completion、PromptCaching、ModerationsessionId（建议 userId+agentId+场景），ChatHistoryProvider（持久化实现）namespace（建议 userId_agentId）、SimilaritySearchStrategy(topK, similarityThreshold)、SystemPromptAugmenterWholeHistory / FromLastNMessages(n) / Chunked(chunkSize) / FactRetrievalHistoryCompressionStrategypreserveMemory（避免压缩误删关键 memory 消息）McpServerInfo(url, command?)name、versionmaxIterations 限制循环maxTokens、减少无关历史、启用 history compressionToolRegistry；检查 systemPrompt 是否明确“优先用工具”；检查模型是否支持 LLMCapability.Tools@Serializable data class 且为 object schema；减少可选字段数量；用 @LLMDescription 补语义temperature；强化输出格式；必要时上 JSON schemaHistoryCompression；拆分 sessionId；把长期偏好写入 LongTermMemoryMcpServerInfo；确认 ToolRegistry 来源隔离./gradlew test
./gradlew :baseKit:compileDebugKotlin
./gradlew :app:compileDebugKotlin
<module>/src/main/java/.../koog/）将当前分支重组为一组小而清晰、适合代码评审的语义化提交。用户要求拆分提交、整理 commit 历史、重做提交顺序时调用。
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