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GitHub Actions 的 Workflow 执行有异常（具体链接如下），深入分析并修复。你可以在推送代码到 GitHub 远程 Repo 后，等待 GitHub Actions 在线 (vibe-kanban)
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- 将后端与 UI 测试主链路提取为 reusable workflows，入口 workflow 改为薄封装调用 - 新增 negentropy-release.yml：tag 触发 → QA 门禁 → 工件打包 → GitHub Release - 新增 negentropy-dependency-review.yml：PR 阶段对 lockfile 变更执行高危漏洞扫描 - 提取 CI 内联数据库初始化脚本为独立的 scripts/init_test_db.py 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- next.config 启用 output: "standalone" 以支撑可移植工件打包 - 新增 start-production.mjs 智能启动器，统一源码/Playwright/Release Bundle 三种场景 - Playwright 配置对齐 standalone 启动方式，新增 gracefulShutdown 与 PORT 环境变量传递 - lint 脚本新增 --max-warnings=0，将警告升级为 CI 阻断项 - 新增契约测试：standalone 输出回归 + start 脚本路径与启动器文件一致性 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- 将 HomeBody 从 page.tsx 迁移至独立的 home-body.tsx，page.tsx 缩减为薄入口 - AGENT_ID / APP_NAME 改为具名导出，支持测试直接引用 - 删除 route.ts 中未使用的 AguiLifecycleEvent 局部类型定义 - 集成测试 import 路径同步更新 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- 后端 pyproject.toml 新增 fail_under = 50 覆盖率基线 - UI vitest 新增 json-summary/lcov 报告格式与覆盖率硬性阈值 - ESLint 忽略 coverage/playwright-report/test-results 生成产物目录 - test_model_names.py 使用 monkeypatch 隔离环境变量，显式传入 _env_file=None 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- 新增 docs/qa-delivery-pipeline.md：流水线拓扑、设计边界、Mermaid 图与 IEEE 引用 - engineering-changelog.md 新增 2026-03-10 QA 流水线基线收口里程碑条目 - README.md 补充 QA 流水线文档链接 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- 修复 eventKey 对 TEXT_MESSAGE_CONTENT 使用 delta 文本导致实时流与 hydration 无法去重 - 新增 mergeEventsWithRealtimePriority 实现 Realtime-Wins 合并策略 - 导出 isSemanticEquivalentEntry 用于跨 messageId 的语义等价匹配 - 新建 error-filter.ts 过滤 litellm 内部 logging 错误 - 在 conversation-tree 和 chat-display 中拦截非关键 RUN_ERROR - AdkMessageStreamNormalizer 按 functionCall 边界分割文本段 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
- session-hydration: mergeEventsWithRealtimePriority 去重与生命周期保留（4 例） - conversation-tree: 非关键 RUN_ERROR 不创建 error 节点（1 例） - chat-display: 非关键 error 节点不渲染（1 例） - adk: AdkMessageStreamNormalizer 混合 content.parts 分割验证（2 例） 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
如图所示，Chat 交互中，用户的输入需要调用工具（比如 Google Search）时，智能体调用工具的过程会在流式回答过程中在 UI 上体现出来（Search 调用是以一个特定能够表达 (vibe-kanban)
🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
如图所示，Chat 交互中，用户的输入需要调用工具（比如 Google Search）时，智能体调用工具的过程会在流式回答过程中在 UI 上体现出来（Search 调用是以一个特定能够表达 (vibe-kanban)
pyproject.toml 的 addopts 全局注入了 --cov，导致集成测试和性能测试 虽然全部通过但因覆盖率不足 50% 而失败。添加 --no-cov 显式覆盖， 覆盖率门禁仅对单元测试生效。 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
1. lib/adk.ts: tool 角色消息处理中 text 变量超出 else 块作用域， 改为调用 extractTextParts() 在使用处提取文本。 2. adk.test.ts: functionResponse 测试数据补充必填的 name 字段， 与 schema.ts 中 adkFunctionResponseSchema 的定义保持一致。 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
GitHub Actions 的 Workflow 执行有异常（具体链接如下），深入分析并修复。你可以在推送代码到 GitHub 远程 Repo 后，等待 GitHub Actions 在线 (vibe-kanban)
pyproject.toml 的 addopts 全局注入了 --cov，导致集成测试和性能测试 虽然全部通过但因覆盖率不足 50% 而失败。添加 --no-cov 显式覆盖， 覆盖率门禁仅对单元测试生效。 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
1. lib/adk.ts: tool 角色消息处理中 text 变量超出 else 块作用域， 改为调用 extractTextParts() 在使用处提取文本。 2. adk.test.ts: functionResponse 测试数据补充必填的 name 字段， 与 schema.ts 中 adkFunctionResponseSchema 的定义保持一致。 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
GitHub Actions 的 Workflow 执行有异常（具体链接如下），深入分析并修复。你可以在推送代码到 GitHub 远程 Repo 后，等待 GitHub Actions 在线 (vibe-kanban)
当用户发送新消息时，消息列表会自动滚动到底部，确保用户能看到最新发送的消息。 实现方式： - 在 ChatStream 组件中添加 scrollToBottomTrigger prop - 在 home-body 中维护 scrollToBottomTrigger state - 用户发送消息时更新 trigger，触发强制滚动到底部 这个实现遵循 React 数据流模式，简洁且易于维护。 🤖 Generated with [Claude Code](https://github.com/claude), [CodeX](https://openai.com), [Gemini](https://github.com/apps/gemini-code-assist) Co-Authored-By: Aurelius Huang<threefish.ai@gmail.com>
feat(chat): 自动滚动到最新消息
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背景
核心变更
风险与回滚
验证证据
影响范围
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