v3.31.0

v3.31.0

发布亮点

• feat: Agent 工具调用新增按类别和单工具配置的超时契约，并补齐防重试、协作取消、并发预算、线程安全与热重载一致性。
• feat: 股票名称解析、StockDaily.canonical_id 双写和 A 股指数多数据源 fallback 路由共同完善股票身份与行情降级链路。
• improve: 新闻检索为空时在报告中如实披露证据边界；Anspire 默认覆盖全球区域，公共 SearXNG 实例改为显式启用。
• fix: 修复服务重启后的定时任务恢复、分析无报告时的失败反馈、钉钉通知识别，以及大盘复盘历史摘要和实际生成后端诊断。
• security: 桌面端升级 builder-util-runtime 至 9.7.0，修复 CVE-2026-54673 涉及的 HTTP 重定向凭据头信息泄露风险。
• docs: 增加 xAI Grok 的 LiteLLM 配置示例、Grok Bot 集成说明与可复用异步分析 Skill，并更新 AIHubMix 中国大陆直连入口。

What's Changed

• Added category-level and per-tool Agent timeout policies with first-wins resolution, non-retriable timeout results, cooperative cancellation, bounded parallel execution, cache synchronization, and runtime reload support, by @lmx-2077.
• Expanded stock identity handling with cross-market name candidates, deterministic canonical_id persistence, and dedicated multi-source fallback routes for registered A-share indices, by @Gach-Coder and @elvisw.
• Made missing news evidence explicit across reports and localized surfaces, switched Anspire to global-region search, and changed unreliable public SearXNG discovery to opt-in, by @Mach-Chan and @yddcy.
• Restored persisted schedules after service restarts, made no-report analysis failures explicit, recognized DingTalk Webhooks as notification channels, and corrected market-review summaries and generator diagnostics, by @ZhuLinsen and @mameikagou.
• Upgraded the desktop updater dependency path to builder-util-runtime 9.7.0 to address CVE-2026-54673, by @anupamme.
• Added xAI Grok LiteLLM examples, Grok Bot integration guidance, and an async-safe Skill contract, and updated AIHubMix referral links for mainland China connectivity, by @tseliangmin-star and @ZhuLinsen.
• Stabilized yfinance dividend TTM and single-stock report filename fixtures so backend CI no longer depends on the wall clock, by @xxiaoxiong and @ZhuLinsen.

Full Changelog

v3.30.0...v3.31.0

@Gach-Coder @Mach-Chan @Nicholas-Xiong @ZhuLinsen @anupamme @elvisw @lmx-2077 @mameikagou @tseliangmin-star @xxiaoxiong @yddcy @青玉案

v3.30.0

v3.30.0

发布亮点

• feat: LLM 渠道新增显式 Chat Completions / Responses API Surface，统一连接测试、主分析、选股、图片识别与状态诊断的协议路由和校验契约。
• feat: Agent Chat 按会话持久化 Skill 选择，支持刷新和会话切换恢复，并完整保留省略、显式空列表与非空选择三态。
• feat: Electron 桌面端恢复历史报告、市场复盘和完整报告分享图；未配置自定义品牌时使用随包二维码与默认“小红书@霸天土小豆”账号文案。
• feat: 新增单条分析目标解析契约，收紧交易所后缀、指数别名、美股前缀及 .US 代码的规范化边界。
• fix: 修复移动端侧栏触摸滚动、自选股详情状态、长通知标题分片、Lark 国际域名和 macOS 安装排障等用户可见问题。
• improve: 后端 CI 按测试文件分成三个 runner 并行执行，并收紧纯 Web、共享资产与跨层运行契约的门禁范围。

What's Changed

• Added explicit Chat Completions and Responses API surfaces across connection tests, main analysis, screening, image recognition, and runtime diagnostics, with shared routing and validation contracts, by @ZhuLinsen.
• Persisted Agent Chat Skill selection per session while preserving omitted, explicitly empty, and non-empty selection states across refreshes and session switches, by @lyl2104626211.
• Restored desktop share images for stock reports, market reviews, and full reports, and stabilized the Xiaohongshu caption format with a bundled default QR/handle while preserving custom branding, by @ZhuLinsen.
• Added the single-target parse_analysis_target() contract and hardened explicit exchange suffixes, malformed aliases, US-prefix casing, and bare .US symbol parsing, by @xxiaoxiong.
• Fixed mobile sidebar touch scrolling, level-one Markdown heading splitting, watchlist detail state, and Lark international-domain routing, and documented macOS Gatekeeper recovery, by @loafer-19, @Iams4kura, and @ZhuLinsen.
• Parallelized the backend offline suite across three runners and tightened selective CI gating for pure Web paths, shared public assets, and cross-layer contracts, by @ZhuLinsen.

Full Changelog

v3.29.0...v3.30.0

@Iams4kura @ZhuLinsen @loafer-19 @lyl2104626211 @xxiaoxiong

v3.29.0

v3.29.0

发布亮点

• feat: 将参考 AlphaSift 实现的选股核心与策略正式纳入 DSA，统一选股服务与 API，并新增运行历史、数据源历史和候选深度分析链路。
• feat: 新增 1080px 个股决策卡与高密度市场复盘分享图，支持中英韩模板、Web 原生分享、下载回退和可配置品牌元素。
• feat: 新增 Skill Opinion Outcome 计算、表现统计及基于真实样本的有界运行时权重，让策略后验评估形成可追踪闭环。
• improve: 优化选股快照复用、热点按需加载、多源并发、候选轮换和运行阶段展示，缩短长流程等待并提升结果稳定性与多样性。
• fix: 加固关闭认证二次确认、短凭证诊断脱敏、CI 超时取证和 PyInstaller/NLTK 桌面启动链路。
• fix: 修复 Longbridge 量比参数、回测股票身份与日线窗口、选股后置重排，以及分享图用户激活时序等正确性问题。

What's Changed

• Integrated the AlphaSift-inspired screening core and strategies into DSA, with a unified ScreeningService, /api/v1/screening, persisted run/source history, announcement context, and candidate-to-deep-analysis handoff, by @ZhuLinsen.
• Added dedicated 1080px stock decision cards and dense market-review share images, with structured-payload rendering, multilingual templates, native Web Share support, download fallback, and configurable branding, by @ZhuLinsen.
• Added versioned Skill Opinion Outcome evaluation, read-only performance statistics, and bounded Bayesian runtime weights after the independent 30-evaluated-sample threshold, by @ObVious55.
• Hardened screening ranking and post-analysis ordering, bounded near-score candidate rotation, snapshot reuse, hotspot on-demand loading, multi-source concurrency, timeout cleanup, and user-facing diagnostics, by @ZhuLinsen.
• Required current-password verification when disabling authentication, improved short-credential redaction, and added timeout/faulthandler evidence to the release backend gate, by @xxiaoxiong.
• Corrected Longbridge volume-ratio calls across supported SDK signatures, tightened backtest stock identity and daily-window resolution, and hardened desktop frozen-package startup and share-image fallback behavior, by @xxiaoxiong, @ObVious55, and @ZhuLinsen.

Full Changelog

v3.28.0...v3.29.0

@ObVious55 @ZhuLinsen @xxiaoxiong

v3.28.0

v3.28.0

发布亮点

• feat: Multi-Agent 多策略综合支持分层 deliberation、mediator/self-review、revision projection 与 multi-round，并统一最终动作、分歧解释和 DecisionSignal 契约。
• feat: AI 建议页新增按决策风格分组的历史表现，specialist opinion 样本可版本化持久保存，并以独立的 30 个已完成样本门槛支持后验评估。
• feat: 新增 --portfolio futu，可只读导入 Futu OpenD 真实账户中的沪深 A 股、港股和美股 LONG 正股持仓。
• feat: Web 首页与 API 支持按请求临时选择单个或多个大盘复盘市场，贯通任务状态、SSE、结果与历史记录且不修改全局配置。
• feat: Tushare 支持通过 TUSHARE_HTTP_URL 接入自建网关或兼容镜像，留空时继续使用官方默认地址。
• fix: 改进港股行情路由与缓存、外股英文新闻匹配、A 股数据源兜底顺序、Windows 冷启动、Web/Agent 配置及 macOS 桌面包稳定性。

What's Changed

• Added layered multi-strategy deliberation, mediator/self-review, revision projection, multi-round scheduling, and a canonical final-action and disagreement-explanation contract, by @xushengasd and @ObVious55.
• Added persistent, versioned specialist opinion samples and decision-profile historical performance, with an independent 30-completed-sample threshold for each profile, by @ObVious55 and @massif-01.
• Added read-only Futu OpenD portfolio import for mainland China, Hong Kong, and US long equity positions through --portfolio futu, by @JaxonHu1024.
• Added per-request single- or multi-market review selection across the Web UI, API, task status, SSE, results, and history without changing global configuration, by @lyl2104626211.
• Added the TUSHARE_HTTP_URL option for custom Tushare-compatible gateways while preserving the official endpoint as the default, by @xxiaoxiong.
• Hardened market-data and release paths with 4–5 digit Hong Kong symbol routing, AkShare quote caching, foreign-stock English alias matching, Tencent fallback ordering, safer PR review handling, Windows startup fixes, Web/Agent configuration fixes, and macOS unsigned-package auditing, by @ZhuLinsen, @xxiaoxiong, and @AXIRYYYY.

Full Changelog

v3.27.0...v3.28.0

@AXIRYYYY @JaxonHu1024 @Nicholas-Xiong @ObVious55 @ZhuLinsen @lyl2104626211 @massif-01 @xushengasd @xxiaoxiong @yejmin

v3.27.0

v3.27.0

发布亮点

• feat: 新增 Codex App Server single-agent 问股实验原型，仅开放三个既有只读工具，并保持 LiteLLM、Multi Agent、普通报告、定时任务等默认链路不变。
• feat: Web AI 建议页支持保存基于历史报告快照重算的决策风格信号，补齐 profile-aware 去重、续期、失效和可审计 guardrail 语义。
• feat: 引入多策略观点结构化输出第一阶段契约，覆盖观点标准化、基础冲突检测、聚合元数据和报告兼容边界。
• improve: 报告页明确展示输入数据状态、来源、异常影响、处理建议和诊断码，并区分页面资讯与本次分析输入。
• fix: 修复 MiniMax 推理内容污染最终 JSON、字符串 <think> 包装兼容，以及多 Agent 风险覆盖后结论未按最终信号收敛的问题。
• fix: 补齐美股实时行情 PE/PB 估值字段、多市场工具描述和 macOS Gatekeeper 安装排障说明。

What's Changed

• Added an opt-in Codex App Server single-agent stock Q&A prototype with three existing read-only tools, while keeping LiteLLM, Multi Agent, regular reports, and scheduled tasks unchanged by default, by @massif-01.
• Added persistence for decision-style reassessment signals derived from historical report snapshots, including profile-aware deduplication, renewal, invalidation, and auditable guardrails, by @massif-01.
• Introduced the first structured multi-strategy opinion contract with normalization, basic conflict detection, aggregation metadata, and hardened report compatibility, by @xushengasd.
• Clarified report input diagnostics and news scope, and finalized post-risk Agent runtime facts and decision summaries from the effective signal, by @ZhuLinsen and @ObVious55.
• Fixed MiniMax reasoning/final-text separation and safe handling of string <think> wrappers so analysis JSON remains parseable and persistable, by @ZhuLinsen.
• Added US real-time PE/PB fields through yfinance, corrected multi-market tool descriptions, updated Anspire project information, and documented macOS Gatekeeper recovery steps, by @ozturkoguzz, @xinzhifan4, and @ZhuLinsen.

Full Changelog

v3.26.1...v3.27.0

@ObVious55 @ZhuLinsen @massif-01 @ozturkoguzz @xinzhifan4 @xushengasd

v3.26.1

v3.26.1

发布亮点

• feat: Web 首页新增历史、自选与今日工作区，支持批量分析、今日覆盖判断和评分排行；同时改进股票列表解析、刷新时序与持仓首屏加载体验。
• feat: 重建 A 股市场结构与题材主线上下文，贯通报告、Agent、DecisionSignal 与 Web 展示；TickFlow 新增基于申万一级行业股票池的板块排行兜底，并通过缓存与更合理的超时设置提升稳定性。
• feat: 飞书新增文件形式推送报告，多 Agent 支持子 Agent 独立超时钳位与决策前低敏分歧摘要，Agent 流式响应中断时也能给出明确提示。
• feat: 补齐内部 DSA Tool Surface 与正式的 DecisionSignal decision_profile 契约，统一工具权限、股票范围、结构化错误、信号查询、去重、续期和失效语义。
• improve: 新增资讯池自动抓取开关，优化 AI 建议页股票上下文、移动端设置导航、常见自选股分隔符解析，以及 GitHub Actions 中 TickFlow 与钉钉通知的配置映射。
• fix: 统一 Web、报告与通知中的评分动作口径，完整保留通知理由，并修复批量删除股票历史记录、零情绪分、市场结构重复请求、持仓加载、桌面端 WebUI 绑定及 Agent 流中断等问题。
• fix: 加固桌面端与 Docker 发布包，补齐 AkShare 交易日历和 LiteLLM 所需的 orjson，完善 AlphaSift 探测与发布资源一致性，避免打包版本启动或数据能力降级。
• improve: 移除 Web 报告中独立的题材/个股位置卡片及 Markdown、微信、兜底通知中的重复 AI 决策信号摘要，将相同信息收敛到统一的分析上下文和权威展示链路。

What's Changed

• Added History, Watchlist, and Today workspaces to the Web home page, including batch analysis, same-day coverage checks, score rankings, more tolerant stock-list parsing, safer refresh ordering, and faster initial portfolio loading.
• Rebuilt A-share market-structure and theme context across reports, Agents, DecisionSignal, and the Web UI. TickFlow now provides an SW1 industry-ranking fallback with caching and a more practical timeout budget.
• Added Feishu report delivery as file messages, per-sub-agent timeout clamps, a low-sensitivity disagreement summary before decision synthesis, and clearer handling for interrupted Agent streams.
• Added the internal DSA Tool Surface and promoted DecisionSignal decision_profile to a formal contract, aligning tool authorization, stock scope, structured errors, signal queries, deduplication, renewal, and invalidation semantics.
• Added opt-in intelligence auto-fetch, improved stock context on the AI Recommendations page and mobile settings navigation, normalized common watchlist separators, and mapped TickFlow and DingTalk settings into the daily GitHub Actions workflow.
• Unified score-to-action presentation across the Web UI, reports, and notifications; preserved complete notification reasons; and fixed bulk history deletion, zero sentiment scores, repeated market-structure requests, portfolio loading, desktop WebUI binding, and interrupted Agent streams.
• Hardened desktop and Docker release packages by bundling AkShare calendar data and LiteLLM's orjson dependency, with stronger AlphaSift probes and release-asset consistency checks.
• Removed duplicate theme/stock-position cards and AI decision-signal excerpts from Web, Markdown, WeChat, and fallback notification reports, consolidating the same information into canonical context and recommendation paths.

Full Changelog

v3.25.0...v3.26.1
@ZhuLinsen @ShiroKSH @ObVious55 @massif-01 @Gach-Coder @xinzhifan4 @iclinux @Shlok1729

v3.25.0

v3.25.0

发布亮点

• feat: 新增 claude_code_cli 和 opencode_cli generation-only 本地 CLI backend，并补齐生成后端状态诊断、预览、冒烟测试 API 和 Web 状态面板。
• feat: 台股报告完整接入三大法人资料，覆盖报告渲染、LLM prompt、TWD 币别标示、收盘集合竞价识别和 fetcher 韧性加固。
• feat: 新增钉钉群机器人通知、韩语报告输出和 AI 建议决策风格重评估预览。
• feat: Agent /chat/stream 标准化 progress event，新增阶段开始/完成、pipeline timeout 和预算跳过语义。
• improve: AlphaSift 接入 caller-side timeout、东财直连限速/抖动、策略目录元数据和防守策略，降低外部数据源卡住时触发 Web 等待超时的概率。
• fix: 修复桌面端 WebUI host/port 绑定、macOS Homebrew CLI PATH 诊断、Discord 长报告分片、yfinance 分红解析、A 股回测代码归一化、市场阶段识别和大盘复盘格式化等稳定性问题。

What's Changed

• Added Claude Code and OpenCode local generation backends, backend status diagnostics, preview/smoke-test APIs, and the Web status panel by @massif-01 and @ZhuLinsen.
• Expanded Taiwan stock reports with institutional flow rendering, LLM prompt context, TWD currency labels, closing-auction detection, fetcher circuit breakers, date guards, and cache-stampede protection by @WenyuChiou and @ZhuLinsen.
• Added DingTalk notification support with long-message chunking by @Shlok1729.
• Added Korean report language support across prompts, reports, notification labels, and Web report copy by @devpark435.
• Standardized Agent /chat/stream progress events for stage lifecycle, pipeline timeout, and budget-skipped semantics by @sh1water.
• Hardened desktop startup, AlphaSift timeout handling, Discord long-report delivery, yfinance dividend parsing, backtest A-share code normalization, market-review formatting, stock-bar badges, and scheduler immediate-run behavior by @ZhuLinsen, @WenyuChiou, and @massif-01.

Full Changelog

v3.24.1...v3.25.0

v3.24.1

v3.24.1

v3.24.1 取代未成功出桌面包的 v3.24.0，作为本轮正式发布版本；包含 v3.23.0 之后的全部主要变更，以及 v3.24.1 的发布打包修复。

v3.24.1 supersedes v3.24.0, whose desktop packages were not published successfully. This is the effective release for all major changes since v3.23.0, plus the v3.24.1 packaging fix.

发布亮点

• feat: 扩展台股、日股、韩股市场支持，覆盖 suffix-only 个股分析、台股三大法人资料层、JP/KR 大盘复盘和跨服务市场枚举。
• feat: 接入 TickFlow 核心 A 股数据源，增强 A 股日 K、实时行情、股票列表/名称数据源和批量预取能力。
• feat: 新增 GenerationBackend 抽象、codex_cli 本地 CLI backend、Hermes 本地 HTTP 渠道和 prompt cache capability registry。
• feat: Web/API/Desktop 支持多时间定时推送与 runtime scheduler 热重建，Web 设置页补齐首次启动配置检查和定时任务面板。
• improve: 报告与通知链路补齐信号归因、单股信号时间线、概念板块排行和关联板块展示，减少 AI 建议与报告详情之间的重复展示。
• fix: 修复桌面/Docker 发布依赖、Windows 静态资源 MIME、回测空结果、通知 Markdown、Docker Webhook 模板占位符和 AlphaSift 数据源稳定性问题。

What's Changed

• Expanded Taiwan, Japan, and Korea market coverage, including suffix-only analysis, Taiwan institutional flows, JP/KR market review, and market enum propagation by @WenyuChiou and @ZhuLinsen.
• Added TickFlow as a core A-share data source with stronger quote, K-line, stock-list, and prefetch coverage by @timeance.
• Added local generation infrastructure: GenerationBackend, codex_cli, Hermes local HTTP generation, and provider prompt-cache capability controls by @massif-01.
• Improved Web/API/Desktop scheduling, first-run setup, report signals, concept-board context, and AI suggestion workflows by @ZhuLinsen, @RajvardhanPatil07, @hsms4710-pixel, and @diveintonull.
• Hardened release packaging and runtime stability across desktop, Docker, static assets, backtests, notifications, AlphaSift, and Longbridge SDK dependency resolution by @ZhuLinsen and @LunarFeller.

Contributors

@ZhuLinsen, @WenyuChiou, @timeance, @massif-01, @hsms4710-pixel, @RajvardhanPatil07, @diveintonull, @LunarFeller

Full Changelog

v3.23.0...v3.24.1

v3.23.0

v3.23.0

Highlights

• DecisionSignal 贯通报告提取、Web 展示、反馈/后验、告警通知和组合风险，AI 建议信号进入可追踪闭环。
• 新增合规 RSS/Atom 与 NewsNow 资讯源情报池，分析、Agent 和大盘复盘可 fail-open 复用本地资讯 evidence。
• 新增日本/韩国 suffix-only 个股分析 MVP，支持 .T、.KS、.KQ 标的通过 YFinance 获取行情与技术上下文。
• 新增 Token 用量监控看板、legacy LLM usage telemetry 和 message stability audit，增强 LLM 调用可观测性。
• 修复运行流 live 状态、AlphaSift 缓存/字段兼容、发布说明诊断和日韩股票输入/历史展示等稳定性问题。

Contributors

@Activer007, @Amorend, @NewAmorend, @ZhuLinsen, @massif-01

Full changelog

v3.22.0...v3.23.0

v3.22.0

发布亮点

• feat: 新增 DecisionSignal 独立存储与 API、运行流快照 API 和 Web 运行流视图，补齐建议动作结构化字段与历史/回测展示链路。
• feat: AlphaSift 热点题材链路升级为新版合约，支持热点榜单、题材详情、发酵路线、概念股详情、缓存与兜底数据源。
• feat: 个股分析默认注入当日大盘环境摘要，并在高风险/退潮环境下软化激进买入建议。
• fix: 修复问股历史追问标的上下文、自选股等价代码匹配、低质量新闻过滤、运行流脱敏与 AlphaSift 热点详情展示等稳定性问题。

新功能

• 新增独立 DecisionSignal 存储、Repository、Service 与 /api/v1/decision-signals API，支持来源/市场/股票/动作/期限/阶段去重、查询、续期、状态更新、懒过期、持仓过滤和敏感信息脱敏。
• 新增分析任务与历史报告运行流快照 API，提供 lanes、nodes、edges、events、summary 等统一契约，并从任务队列、运行诊断和 AnalysisContextPack overview 构建脱敏数据流/信息流。
• Web 端为活跃任务、历史报告和大盘复盘报告补充运行流视图入口，支持查看运行摘要、拓扑节点、事件流和基础排障详情。
• 新增 AlphaSift 热点题材链路：后端提供 /api/v1/alphasift/hotspots 与 /api/v1/alphasift/hotspots/{topic} API，Web 选股页新增热点题材区域并支持发酵路线与概念股查看。

改进

• 个股分析新增按当日/市场复用的大盘环境摘要，普通 Pipeline 与 Agent 分析 Prompt 可读取低敏大盘背景；新增默认开启的 DAILY_MARKET_CONTEXT_ENABLED 配置，用户仍可显式关闭。
• 个股分析与历史/回测展示新增可选八态 action / action_label 建议动作字段，保留 operation_advice 自由文本和 decision_type=buy|hold|sell 统计口径。
• 补充 Web decision-signals typed API wrapper 与契约隔离测试，暂不接入 UI。
• 完善运行时日志上下文，补充 logger name、触发来源、市场统计与实时行情预取链路状态，便于排查调度、API、Bot 和数据源降级路径。
• 持仓管理页新增持仓账户删除入口，复用现有账户软删除接口，误建账户会从默认列表、快照、风险、录入入口和事件列表隐藏且不物理清理历史流水。
• AlphaSift 依赖锁定更新到 d038c52c468543726fc1fd830b53c27d3f09d6da，并为新版 last-good snapshot、日线历史、行业/概念 provider cache、hotspot 榜单、题材发酵路线、概念股详情、上次成功热点缓存与 post-analysis 元信息补齐 DSA 运行期和 Web 适配。
• AlphaSift 热点题材读取默认优先使用上次成功缓存，手动刷新才实时拉取并覆盖缓存，实时拉取失败时尽量回退旧缓存。
• AlphaSift 热点题材区域改为默认折叠，展开并选中具体题材后再读取详情；发酵路线改为带时间标记的时间线展示，概念股可点击进入首页并直接启动分析。
• AlphaSift 热点题材数据链路复用同一次东方财富板块异动快照，并从真实涨跌幅、异动次数和高频个股推导趋势分、持续分、阶段与龙头样本。
• AlphaSift 热点题材刷新在合约层返回少量或缺少关键字段时改用 DSA 东方财富板块异动直连榜单，忽略少于 3 条的本地热点缓存，并补齐板块兜底字段。
• AlphaSift 热点题材卡片改为更紧凑的多列布局，概念股列表改为独立“分析”按钮触发个股分析；详情优先合并东方财富成分股、同花顺解析和板块异动龙头兜底并按日聚合发酵时间线。
• AlphaSift 热点题材详情新增 DSA 侧 30 分钟磁盘缓存，重复点开同一题材时复用发酵时间线与概念股详情；题材事件仅展示 AlphaSift 合约时间线、同花顺摘要、已配置新闻搜索或东财板块异动等真实来源。
• AlphaSift 热点题材消息催化改为摘要展示：配置 LLM 时优先压缩为一句题材催化摘要，未配置或调用失败时回退本地短摘要。
• AlphaSift 热点题材列表新增可选 include_details 详情预取，Web 默认随热点列表批量带回 Top 题材发酵路线与概念股并复用前端内存缓存；新闻催化在 LLM 不可用时改为本地事件归纳。
• 改造 main.py --webui-only 启动行为：若 FastAPI 监听端口已被占用，启动即 fail-fast 抛出明确错误并退出。

修复

• 问股从历史报告进入后的追问会持续携带当前标的，切回或重载已有会话时可从历史消息恢复基础当前标的，并由后端阻断未明确切换时的错误股票工具调用、交易所片段和指标缩写误路由。
• 自选股加入和删除按等价股票代码匹配港股及大小写美股变体，避免 00700、HK00700、00700.HK 或 aapl、AAPL 被误判为不同标的。
• 收紧建议动作 legacy fallback：否定/回避表达、中文金融上下文、buy or sell、多 guard 歧义文本以及英文复合词不再误渲染成 action badge；有结构化 action 时回测/历史趋势等入口按界面语言显示 action 标签。
• 股票新闻与多维情报搜索在相关度排序后新增域名无关的准入过滤，剔除下载/安装包/应用评分页及成人/招嫖服务垃圾页，并在同批已有有效标的/行业候选时移除 score=0 背景填充项。
• 修复历史报告运行流快照在混合时区事件时间戳下返回 500 的问题。
• 修复运行流 live SSE 事件未复用快照层递归脱敏规则的问题，避免本地路径、prompt/raw response、代理头等敏感诊断字段在 refetch 前短暂暴露。
• AlphaSift 热点题材默认加载在无缓存且旧适配层缺少 alphasift.hotspot 模块时返回空态，不再一打开选股页就显示 AlphaSift 未就绪；手动刷新仍会提示依赖需更新。
• 为 THS 发酵路线补充列名兜底：当 stock_board_concept_summary_ths 返回缺列时仅跳过该来源富化，不影响热点题材详情 API 返回。
• 桌面发布打包改用冻结可执行文件运行时探针校验 alphasift.dsa_adapter，避免 macOS PyInstaller 将模块内嵌进可执行文件时被文件系统/zip 扫描误判为缺失。
• AlphaSift 热点题材详情展示改为优先使用后端融合后的 route，避免旧 timeline 覆盖新闻/LLM 摘要；手动刷新热点榜单时会同步绕过同题材详情缓存。

文档

• README 与繁中 README 快速开始入口补充视频教程链接，并将桌面客户端入口文案调整为客户端配置教程。
• 补充 docs/alphasift-integration.md：明确 AlphaSift 锁定 commit 来源、Hotspot 契约边界、LLM/LiteLLM 兼容语义与关闭开关下回退路径。
• 补充 #1381 运行时范围、兼容边界、官方语义依据与常规发布回滚说明。

测试

• 覆盖 #1381 后端 runtime 与兼容核验：tests/test_main_schedule_mode.py、tests/test_pipeline_daily_market_context.py、tests/test_daily_market_context.py、tests/test_daily_market_context_guardrail.py、tests/test_agent_executor.py、tests/test_config_env_compat.py、tests/test_config_registry.py 与 apps/dsa-web/tests/system_config_i18n.test.ts。
• 新增/更新 AlphaSift 后端回归：python -m pytest tests/test_alphasift_api.py -q、python -m pytest tests/test_docker_entrypoint.py -q、python -m pytest tests/test_main_schedule_mode.py -q -k "start_api_server_fails_before_thread_when_port_is_busy"。

What's Changed

🤖 AI & Analysis

• fix: clarify runtime logging context by @Activer007 in #1643
• feat:[issue #1652] add web run-flow viewer by @Activer007 in #1654
• feat: [issue #1652] add live run-flow diagnostics by @Activer007 in #1656
• feat: adapt AlphaSift hotspot topics by @ZhuLinsen in #1635
• feat: 个股分析接入当日大盘上下文 by @ZhuLinsen in #1623
• feat: [issue #1652] improve run-flow topology drilldown by @Activer007 in #1657
• feat: 默认启用每日大盘上下文 by @ZhuLinsen in #1673

⚙️ Configuration

• feat: adapt AlphaSift hotspot contract by @ZhuLinsen in #1675

🧪 Testing

• fix: 锁定问股追问的当前标的上下文 P2 by @massif-01 in #1619
• feat: 新增 DecisionSignal 持久化 API（#1390 P1） by @massif-01 in #1645
• feat: add portfolio account archive action 持仓管理页面添加账户删除功能 by @volcanoAlbert in #1647
• feat: [issue #1652] add run-flow snapshot contract and APIs by @Activer007 in #1653
• 改进: 补充 #1390 P1 DecisionSignal 前端契约与隔离测试 by @massif-01 in #1666
• fix: avoid AlphaSift hotspot import on cache miss by @ZhuLinsen in #1671
• fix: 过滤低质量股票新闻结果 by @ZhuLinsen in #1674
• fix: optimize AlphaSift hotspot details by @ZhuLinsen in #1677

📝 Documentation

• docs: add README tutorial links by @ZhuLinsen in #1676

New Contributors

• @volcanoAlbert made their first contribution in #1647

Full Changelog: v3.21.1...v3.22.0