{"schemaVersion":1,"version":"0.11.1","generatedAt":"2026-08-20T13:21:35.716Z","capabilities":[{"slug":"source-catalog","name":"重点来源目录","domain":"sensing","status":"operational","maturity":68,"release":"0.2.0","evidence":"414 sources classified by region, role, acquisition and maintenance state"},{"slug":"upstream-discovery","name":"聚合上游发现","domain":"sensing","status":"experimental","maturity":56,"release":"0.3.0","evidence":"aggregator observations are stored as discoveries and matched to direct publishers"},{"slug":"continuous-data-refresh","name":"持续数据刷新","domain":"sensing","status":"operational","maturity":72,"release":"0.7.0","evidence":"daily data refresh and ECS deployment, serialized monotonic snapshot writes, isolated optional AI stages and parse-validated quality artifacts"},{"slug":"ai-event-convergence","name":"AI 事件整理与决策周报","domain":"intelligence","status":"experimental","maturity":42,"release":"unreleased","evidence":"DeepSeek V4 Flash produces schema-validated Event drafts and weekly decision cards behind evidence, readiness and public-DTO gates"},{"slug":"public-source-observations","name":"公开 News 信息流","domain":"sensing","status":"operational","maturity":66,"release":"0.9.0","evidence":"Signals publish directly as allowlisted News with original-source links, optional hash-bound Chinese title and summary fields, and original-language fallback"},{"slug":"dynamic-home-discovery","name":"动态首页发现","domain":"product","status":"operational","maturity":72,"release":"0.9.0","evidence":"strictly ordered directly published News with Chinese reading copy and original-source fallback, evidence-led Event records, one deterministic current read and six compact freshness-aware current summaries are consumed by the public homepage"},{"slug":"industry-history-baseline","name":"2022—今天行业基线","domain":"understanding","status":"operational","maturity":72,"release":"0.8.0","evidence":"source-backed milestones from Stable Diffusion and ChatGPT in 2022 through the current public snapshot"},{"slug":"track-synthesis","name":"主线阶段整理","domain":"intelligence","status":"operational","maturity":66,"release":"0.4.0","evidence":"five eras and six executive track narratives with China-position comparisons"},{"slug":"major-stage-promotion","name":"重大里程碑阶段晋级","domain":"intelligence","status":"experimental","maturity":46,"release":"unreleased","evidence":"deterministic rarity gates, DeepSeek V4 Pro high-effort review, evidence allowlists, dedicated GitHub Issues and versioned narrative promotion records"},{"slug":"primary-source-gate","name":"一手事实检查","domain":"governance","status":"operational","maturity":65,"release":"0.3.0","evidence":"aggregator-role collectors cannot write factual signals or enter event clustering"},{"slug":"source-lifecycle","name":"信源生命周期","domain":"sensing","status":"operational","maturity":62,"release":"0.2.0","evidence":"draft/shadow/active/degraded/quarantined/retired state machine"},{"slug":"resilient-fetch","name":"弹性拉取","domain":"sensing","status":"operational","maturity":72,"release":"0.2.0","evidence":"direct-first fetch with bounded fallback proxy, timeout, retry classification, backoff, cache, per-host rate limit and redirect guard"},{"slug":"source-observability","name":"来源可观测性","domain":"sensing","status":"operational","maturity":70,"release":"0.2.0","evidence":"append-only source checks plus separate production active coverage and latest-audit healthy-rate monitoring"},{"slug":"source-audit","name":"逐源恢复审计","domain":"sensing","status":"operational","maturity":68,"release":"0.5.0","evidence":"414/414 live rows checked; 266 healthy, 398 accessible and 276 produced parseable content"},{"slug":"shadow-observation","name":"隔离观察数据池","domain":"sensing","status":"operational","maturity":58,"release":"0.5.0","evidence":"188 qualified sources supply an isolated observation pool; the repository snapshot retains 4,940 Signals without bypassing production promotion"},{"slug":"source-contract","name":"适配器契约验证","domain":"sensing","status":"experimental","maturity":36,"release":"0.1.0","evidence":"shared SourceAdapter and partial parser fixtures"},{"slug":"incremental-sync","name":"增量同步","domain":"sensing","status":"experimental","maturity":52,"release":"0.2.0","evidence":"ETag/Last-Modified state, monotonic snapshot merge, full source-run history and policy-aware all-source synchronization; general cursor pagination pending"},{"slug":"coverage-map","name":"国内外覆盖地图","domain":"sensing","status":"experimental","maturity":58,"release":"0.7.0","evidence":"region/category coverage plus a 12-person AI expert identity matrix with automatic feeds and restricted social profiles"},{"slug":"normalize","name":"信号规范化","domain":"understanding","status":"operational","maturity":58,"release":"0.1.0","evidence":"shared CollectedSignal model and sanitization"},{"slug":"dedupe","name":"URL 与内容去重","domain":"understanding","status":"operational","maturity":58,"release":"0.1.0","evidence":"canonical URL/content hash plus per-source observations with first/last seen time and idempotent snapshot recovery"},{"slug":"event-clustering","name":"事件聚类","domain":"understanding","status":"experimental","maturity":48,"release":"0.1.0","evidence":"eventability gate, model family/facet fingerprints and reviewable merge candidates; multilingual semantic clustering pending"},{"slug":"reversible-signal-triage","name":"可逆信号分诊","domain":"understanding","status":"experimental","maturity":58,"release":"0.5.0","evidence":"533 low-eventability signals retained as deferred observations, zero clustering backlog and reversible review snapshots"},{"slug":"event-convergence","name":"人工事件整理","domain":"understanding","status":"experimental","maturity":50,"release":"0.5.0","evidence":"family/facet merge queue, readiness-aware target selection, explicit confirmation and append-only merge audit"},{"slug":"entity-resolution","name":"实体与别名对齐","domain":"understanding","status":"planned","maturity":10,"release":"future","evidence":"actor catalog only"},{"slug":"claim-evidence","name":"Claim 级证据链","domain":"understanding","status":"planned","maturity":12,"release":"future","evidence":"event-signal provenance exists; claim mapping pending"},{"slug":"fact-reason-impact","name":"Fact / Reason / Impact","domain":"understanding","status":"experimental","maturity":38,"release":"0.1.0","evidence":"event fields exist; automatic reasoning evaluation pending"},{"slug":"confidence","name":"可信度评分","domain":"intelligence","status":"experimental","maturity":35,"release":"0.1.0","evidence":"explainable baseline; real calibration set pending"},{"slug":"heat","name":"跨圈热度判断","domain":"intelligence","status":"experimental","maturity":24,"release":"0.1.0","evidence":"baseline factors; real cross-platform observation network pending"},{"slug":"impact-value","name":"影响与价值分析","domain":"intelligence","status":"experimental","maturity":32,"release":"0.1.0","evidence":"scoring schema and curated examples; outcome calibration pending"},{"slug":"trend","name":"趋势与拐点识别","domain":"intelligence","status":"planned","maturity":8,"release":"future","evidence":"timeline grouping only"},{"slug":"contradiction","name":"反证与冲突检测","domain":"intelligence","status":"planned","maturity":5,"release":"future","evidence":"Scout counter-signal field only"},{"slug":"scout","name":"Opportunity Scout","domain":"intelligence","status":"experimental","maturity":56,"release":"0.7.0","evidence":"evidence-bound deterministic opportunities with recency-aware selection, cooldown, automatic publication gates and archival"},{"slug":"forecast","name":"预测与校准","domain":"intelligence","status":"planned","maturity":0,"release":"future","evidence":"roadmap only"},{"slug":"today","name":"关键变化摘要","domain":"experience","status":"experimental","maturity":36,"release":"0.1.0","evidence":"executive lead from published events"},{"slug":"timeline","name":"Timeline 主线","domain":"experience","status":"operational","maturity":66,"release":"0.6.0","evidence":"year/month evidence timeline with track/search filters, a global evidence drawer and 64 addressable event pages"},{"slug":"radar","name":"Radar 格局观察","domain":"experience","status":"experimental","maturity":30,"release":"0.1.0","evidence":"actor catalog and visual radar; evidence-based movement pending"},{"slug":"inbox","name":"自动机会沉淀","domain":"experience","status":"experimental","maturity":55,"release":"0.7.0","evidence":"Scout opportunities are automatically published or archived without a human queue"},{"slug":"control-room","name":"Control Room","domain":"experience","status":"experimental","maturity":70,"release":"0.7.0","evidence":"read-only operational audit for source health, automated publication, merge candidates, evaluation and Scout outcomes"},{"slug":"publication-readiness","name":"发布前检查","domain":"governance","status":"operational","maturity":74,"release":"0.7.0","evidence":"ready events publish automatically while missing evidence, placeholders, taxonomy gaps, low confidence and unsupported heat remain isolated"},{"slug":"static-release","name":"隐私安全静态发布","domain":"delivery","status":"operational","maturity":76,"release":"0.6.0","evidence":"allowlist JSON export, 60-route static multipage renderer, repository metadata and atomic ECS deployment workflow"},{"slug":"multipage-intelligence","name":"多页决策情报体验","domain":"experience","status":"operational","maturity":70,"release":"0.6.0","evidence":"latest material shift above the fold, six strategic lines, event permalinks, four decision tools and a productized changelog"},{"slug":"issue-source-governance","name":"Issue 驱动的来源治理","domain":"governance","status":"experimental","maturity":52,"release":"0.6.0","evidence":"structured source proposals, offline validation, trusted maintainer gate and disabled draft PR import"},{"slug":"content-rights-boundary","name":"内容版权与引用边界","domain":"governance","status":"operational","maturity":64,"release":"0.6.0","evidence":"320-character snapshot excerpts, canonical attribution, takedown route and explicit code/content license separation"},{"slug":"repository-snapshot","name":"仓库数据快照","domain":"delivery","status":"operational","maturity":72,"release":"0.4.0","evidence":"deterministic privacy-safe JSON snapshot with merge restore and sensitive URL stripping"},{"slug":"release-evolution","name":"版本演进与 Changelog","domain":"delivery","status":"operational","maturity":74,"release":"0.7.0","evidence":"versioned repository and website changelogs with an enforced contract and automatic GitHub Release creation"},{"slug":"evaluation","name":"多维评测体系","domain":"governance","status":"experimental","maturity":62,"release":"0.2.0","evidence":"versioned evaluation history, a current scorecard, previous-main CI regression gates and ranked evidence-backed improvement actions"},{"slug":"bounded-evolution","name":"有界持续进化循环","domain":"governance","status":"experimental","maturity":54,"release":"0.5.0","evidence":"bounded scheduled loop with atomic checkpoints, per-iteration reports, failure isolation, explicit mutation flags and graceful shutdown"},{"slug":"security","name":"采集与管理安全","domain":"governance","status":"operational","maturity":66,"release":"0.1.0","evidence":"SSRF guard, body limit, CSP, bearer auth and text rendering"},{"slug":"capability-accounting","name":"能力资产核算","domain":"governance","status":"operational","maturity":58,"release":"0.2.0","evidence":"capability map links status, maturity, release and implementation evidence"}],"roadmap":[{"state":1,"name":"可信时间轴骨架","promise":"把分散信号变成可审核、可发布的唯一事件节点。","status":"current","milestones":["M1 · Node/TypeScript + SQLite 的可复现数据与发布骨架","M2 · Event / Track / Actor / Evidence 基础模型与静态 Timeline","M3 · 管理审核、隐私 allowlist 与 GitHub Pages release 链路","M4 · 用真实数据替换 demo 分数，并验证后台数据能够完整进入发布快照"]},{"state":2,"name":"可信感知网络","promise":"来源可以长期运行，数据质量和覆盖缺口可以被量化。","status":"building","milestones":["M1 · 100+ 可靠来源目录与国内外覆盖评分","M2 · 生命周期、契约 fixture、重试限流、增量状态与 Source SLO","M3 · 分离 Document 与 Observation，保留跨来源传播和媒体归属关系","M4 · 调度、漂移检测、fallback、canary 与可回放的来源运维系统"]},{"state":3,"name":"行业理解与证据洞察","promise":"系统在记录事件的同时，解释事件之间的关系、冲突和趋势。","status":"planned","milestones":["M1 · 多语言实体、Claim、Evidence、Contradiction 知识图谱","M2 · 自动整理 Fact / Reason / Impact / Signal / Future，并建立评测集","M3 · 具备阶段、转折、因果与对比关系的 Narrative Timeline","M4 · Opportunity Scout Beta：串联证据、反证、反馈和产出结果"]},{"state":4,"name":"个人战略与知识网络","promise":"把行业变化连接到用户目标、行动和长期个人资产。","status":"planned","milestones":["M1 · CEO / 投资 / 技术 / 创业关注组合与本地 Owner Profile","M2 · Scout 建议到 48 小时实验、7 日产物和结果复盘","M3 · 判断记录、作品、关系和影响力的长期资产图谱","M4 · 个性化 weekly decision brief 与弱信号注意力预算"]},{"state":5,"name":"可校准的 AI 决策副驾","promise":"从持续观察走向可验证预测，并在治理边界内自我演进。","status":"planned","milestones":["M1 · Scenario、领先指标、预测 Ledger 与 Brier 校准","M2 · 自动发现覆盖缺口并提出 Source / Detector / Adapter 改进提案","M3 · Shadow replay、策略 A/B、自动回滚与人工 promotion 治理","M4 · 受预算、权限、审计和人工批准约束的多 Agent 调研网络"]}],"releases":[{"status":"unreleased","version":"unreleased","date":"","name":"黑客下午茶品牌与阅读路径","summary":"以独立品牌、每日编辑判断和五步阅读路径呈现可追溯的 AI 风向与证据。","capabilities":["全站用户语言导航","领域趋势信息层级","目的明确的跨页入口","事件时间线筛选交互","AI 可读站点索引","ECS 原子静态发布","独立 ECS Control Plane","Admin 审阅式生产发布","双运行角色与容器规格","黑客下午茶双语品牌与设计系统","下午茶到下一步的五步信息架构","桌面与移动响应式细节优化","真实采集新鲜度与自动化恢复","日期稳定的自动数据发布","News 直接公开与中文阅读转换","首页今日索引与 Timeline 事件账本","全站模块级触控与长页密度优化"],"changes":["修复每日采集已提交新快照、但静态发布会被 Scout 固定过期日期测试阻断的问题；测试夹具改用相对当前时间的有效与过期窗口，继续覆盖机会池轮换逻辑，不改变生产 Scout 生命周期或发布门禁","全站统一 News 搜索与筛选、风向切换、展开按钮、页脚语言、回到顶部及页面外链的触控尺寸与状态；Scout 证据、价格牌入口和信源外链改为清晰操作区，信源册在桌面与移动端按批展开并与搜索筛选联动，开发中版本记录收起超出首批的条目，超长事件标题按字符长度自适应降阶，同时保持完整内容、Logo、品牌色、路由和数据逻辑不变","首页从大幅 Hero 重排为紧凑今日索引，最新消息与分析档案在桌面并列、移动端顺序呈现，消息卡不再重复展示抓取摘要；Timeline 改为高密度事件账本并收紧年月导航、月份分组与事件卡片，完整保留搜索、主题筛选、研究折叠、懒加载、事件抽屉、Logo、品牌色和既有路由，320—1440px 代表视口无横向溢出","Signal 采集后直接作为 News 进入公开信息流；非中文内容通过内容哈希绑定的有界 DeepSeek 批处理生成独立中文标题和摘要，原文与原始链接不被覆盖，转换失败不会阻断 snapshot、静态导出或 ECS 发布；首页与快讯页不再以待核验声明遮挡最新消息","Monitor 改用 snapshot 内真实 Source Run 与 Signal ingestion 时间判断数据新鲜度，并验证最近 Data Refresh 成功时间，不再把 Actions checkout 的新文件时间当成新数据；来源健康 Issue 改为按 label 与 marker 查找，Source Audit 先提交审计快照再更新 Issue，避免 Issue API 故障吞掉整轮审计成果","公开站完成桌面与移动 UI 细节复查：收紧 Masthead 与首页 Hero 节奏，平衡窄屏主标题换行和统计区密度，使桌面统计区完整对齐右栏；轮播、搜索、筛选、年月选择、事件标签、面包屑与辅助链接统一达到至少 44px 触控高度，并修正 Timeline 与来源工具栏定位，同时保持既有 Logo、主题色、信息架构和设计方向","管理台可把当前 SQLite 准备成隐私安全候选并展示结构化差异；只有核对候选 hash、明确批准后，受限 SSH 与 GitHub Actions 才会把 snapshot 版本化到 Git，并在 ECS 静态 release 与同 SHA Control Plane 均完成公网验证后回写生产状态；已发布候选可作为可审计回滚目标","生产容器默认使用 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从日内高频调整为周计划"]},{"version":"0.8.1","date":"2026-07-13","name":"A Denser Action Surface","summary":"简化首页、趋势和行动参考的首屏路径，并让星探持续维护覆盖六类行动方式的公开建议池。","capabilities":["紧凑阅读路径","趋势主线直达","六类星探机会","18 条公开机会池","确定性去重与过期轮换"],"changes":["首页把关键变化、证据脉络、每周复盘阅读路径移到价值标题右侧，并保留窄屏单列阅读体验","趋势总览用六条可点击主线替换事件数、时间跨度和引导标签，减少进入详情前的判断成本","收紧星探机会标题、观察与假设之间的纵向间距，提高同屏信息密度","星探扩展为创业、内容、工作、学习、产物与影响力六类，并自动补齐缺失类型","公开机会池维持至少 18 条唯一建议，生成内容 14 天后自动轮换，避免无限累积与重复上架","每轮后台数据刷新最多生成 12 条候选，以便在机会池不足时及时恢复公开密度"]},{"version":"0.8.0","date":"2026-07-13","name":"The Industry Evolution Map","summary":"把 2022 年至今的技术、产品、公司和商业变化连接成可追溯的产业演化地图；早期增量简报现已合并到周报。","capabilities":["2022—今天产业骨架","六个趋势判断维度","项目生命周期状态","完整证据抽屉","高置信星探去重","GitHub 增量简报（已合并到周报）"],"changes":["六个趋势调整为模型研究、Agent 软件、产品商业、基础设施、资本公司和全球创新，每个板块都提供详情入口","新增 13 个 2022—2023 官方来源里程碑，并以六个产业阶段连接 ChatGPT 时刻到今天","阶段卡片展示代表项目的持续发展、转向、收购与停止状态，所有状态回链官方资料","移除论文批次和近三月密度运营模块，事件筛选改为普通用户可理解的官方发布、研究与趋势问题","证据抽屉展示完整发展节点、五类分析、置信度和全部原始资料，并统一桌面与移动端间距","公开星探自动去重，标签左对齐，补充目标用户、四项质量指标和完整实验信息","数据刷新每四小时运行，并只消费公开静态 DTO；固定频率公开简报现已停止"]},{"version":"0.7.0","date":"2026-07-13","name":"The Autonomous Intelligence Loop","summary":"让来源、事件、论文、星探、评测、版本和 Pages 可以按计划自动更新，同时补齐近期内容与核心 AI 专家覆盖。","capabilities":["全站证据抽屉","年月事件脉络","研究内容分层","事件与星探自动发布","低分质量守卫","核心 AI 专家列表","GitHub Release 自动发布"],"changes":["首页围绕关键变化、影响与判断重建信息消费路径","事件脉络按年月倒序组织，证据在首页、趋势、研究、事件和星探等入口原地打开","最近 7 天内容统一高亮，并把最近三个完整自然月补齐到每月不少于 6 个官方来源事件","论文区域展示最近三天批次状态，区分真实更新、周末节奏与等待下一批，不用空卡或虚构数据掩盖缺口","事件通过事实检查后自动发布；行动建议通过质量检查后直接上线，不合格项自动归档","数据每四小时后台刷新，评测低于 60 分时由两小时质量守卫按冷却规则触发增量更新","新增 12 位国内外核心 AI 专家，个人 RSS 自动采集，受限社交账户明确标记且不绕过平台限制","CI 校验仓库与网站 Changelog 后自动创建对应 GitHub Release，并继续触发隐私安全的 Pages 发布"]},{"version":"0.6.0","date":"2026-07-12","name":"The Intelligence Atlas","summary":"把拥挤的单页拆成可寻址的决策情报地图，并将来源提案、健康维护、版权边界与 GitHub 自更新纳入同一产品链路。","capabilities":["多页决策情报","六条主线详情","独立证据工作台","44 个事件永久链接","Issue 来源治理","持续健康维护","动态 GitHub 元数据","版权与纠错边界"],"changes":["首页将关键变化判断提升到首屏，把产品宣言移动到末尾，并复用主线、证据、工具与版本数据","生成 60 个可独立访问的静态内容页，六条主线、证据时间轴、事件和四个决策工具不再挤在单页","来源 Proposal Issue 先离线校验，再经可信维护者标签进入 disabled draft PR，不能直接激活或写入生产","来源审计与数据刷新共享串行写锁、恢复并回写同一快照；健康摘要由单一 Issue 幂等维护","Pages 构建时注入 Stars、Forks 与 Issues 元数据；默认 README 国际化为英文并提供完整中文入口","仓库快照只保留最多 320 字符的内容摘录，并新增来源归属、版权、纠错下架与第三方图标许可说明"]},{"version":"0.5.1","date":"2026-07-12","name":"Snapshot Parity","summary":"让本地、定时刷新与 GitHub Pages 从同一份来源健康和星探证据恢复，消除发布路径数据漂移。","capabilities":["来源检查快照","运行证据快照","星探公开产物快照","跨环境评测一致性","隐私安全恢复"],"changes":["快照新增 990 条来源检查、137 个逐源最新运行、4 条公开星探与 4 条证据关联","来源成功/失败计数、最近成功和验证时间随快照恢复，CI 不再丢失健康上下文","fresh database 恢复后评测保持 30 分、raw 42、证据覆盖 20%，星探保持 4 条"]},{"version":"0.5.0","date":"2026-07-12","name":"The Evidence Engine","summary":"恢复 100+ 严格有效信源，以隔离观察、诚实评测和证据优先体验重建从供给到决策的链路。","capabilities":["100+ 严格实时有效信源","隔离观察数据池","逐源恢复审计","可逆信号分诊","人工事件整理","诚实评测校准","证据优先时间轴","有界持续进化"],"changes":["来源目录扩至 258 个；全量实测 131 healthy、120 strict effective、104 strict realtime effective","99 个合格 shadow 来源进入 E3 隔离观察，采集到的数据仍需通过 E4 检查才能用于公开事实","建立逐源检查、失败分类、代理降级、质量检查、可逆分诊、重复事件候选和发布状态统计","评测从目录数量和人工自评分转向真实样本、证据覆盖与硬上限，旧口径 69 分回落到诚实水位","公开页改为关键变化判断、六条主线和证据优先时间轴；默认事件必须包含一手来源","管理台补齐来源健康、观察开关、漏斗、阻断原因、证据详情、合并队列与校准评测"]},{"version":"0.4.0","date":"2026-07-11","name":"The Industry Arc","summary":"从新闻式堆叠转向两年行业主线，并让数据采集、仓库快照与 GitHub Pages 持续联动。","capabilities":["持续数据刷新","仓库数据快照","两年行业基线","主线阶段整理","高密度公开首页"],"changes":["新增每 6 小时 GitHub Actions 数据刷新；数据变化后提交隐私安全 JSON 快照并显式部署 Pages","建立 2024-07 至 2026-07 行业基线，加入 30 个一手来源里程碑和 5 个发展阶段","默认公开页面聚焦关键变化、六条趋势和两年演进摘要，其他工具按需展开","新增全球创新版图的阶段性同维度对照，不再只呈现静态公司排名"]},{"version":"0.3.0","date":"2026-07-11","name":"Primary Source Protocol","summary":"聚合站只用于发现线索，事实、传播热度和原始发布者分别记录在对应的数据层。","capabilities":["聚合上游发现","一手事实检查","来源身份匹配","聚合热度回填","官方价格基线目录","候选来源发现"],"changes":["AI HOT、HuggingNews 等聚合器只写 Source Discovery，不再直接生成事实 Signal","按原始 URL、唯一域名和社交账号匹配直接来源，无法匹配的内容进入人工候选队列","补入 AI HOT 背后的官方、研究、专家与专业媒体来源，并扩充至 195 个来源","PriceAI 保留为比较入口，价格改由厂商官网、App Store 与独立汇率源采集","Evaluation 新增一手来源归属维度，持续暴露历史聚合器证据债务"]},{"version":"0.2.0","date":"2026-07-11","name":"The Source & Scout Foundation","summary":"从可演示 Timeline 转向可运营来源平台，并第一次把行业信号转化为机会假设。","capabilities":["重点来源目录","信源生命周期","弹性拉取","SourceRun","Opportunity Scout","多维评测","能力资产核算"],"changes":["建立 100+ 国内外来源目录，并区分 ready、candidate、restricted 与 manual","加入有界并发、瞬时错误重试、条件请求、健康分、自动降级与人工隔离","加入有证据支持的行动建议、冷却去重、私有 inbox 和人工发布检查","加入 State 1–5 Roadmap、Capability Map、评测 Scorecard 与公开演进时间轴"]},{"version":"0.1.0","date":"2026-07-11","name":"First Signal","summary":"把 Python/JSON 原型重构为可运行的 Node/TypeScript 行业证据与判断系统。","capabilities":["Event 模型","多主线 Timeline","Control Room","静态发布"],"changes":["建立 SQLite/MySQL 抽象、migration、统一 SourceAdapter 与 Event pipeline","建立多条趋势、角色列表、模型资源和右侧详情抽屉","建立 Fastify 管理 API、静态导出、CI 与 GitHub Pages"]}],"evaluation":{"status":"partial","overallScore":61,"rawWeightedScore":66,"evidenceCoverage":72,"dimensions":[{"slug":"source-coverage","name":"有效来源覆盖","score":100,"rawScore":100,"scoreCap":100,"weight":10,"status":"measured","sampleSize":134,"sampleTarget":100,"summary":"415 个目录源中 265 个单轮健康、98 个处于隔离观察，只有 134 个既 active 且健康；E2/E3 不等同生产覆盖。","evidence":{"catalog":415,"checked":415,"healthy":265,"degraded":25,"failed":77,"skipped":48,"active":134,"activeHealthy":134,"observingHealthy":98,"healthyCategories":13,"healthyChina":59},"penalties":[],"nextAction":"让 E3 来源完成 20 次健康检查和 7 天观察，再由自动契约验证逐批晋级 E4。"},{"slug":"source-quality","name":"来源内容质量","score":80,"rawScore":80,"scoreCap":100,"weight":10,"status":"measured","sampleSize":290,"sampleTarget":100,"summary":"290 个可用/部分可用来源参与真实抓取质量计算；目录预填 quality_score 不再计分。","evidence":{"usableChecks":290,"healthy":265,"auditWindows":8,"averageObservedQuality":67,"schemaValid":265},"penalties":[],"nextAction":"连续 7 天抽检 100+ 健康源，补原创率、正文完整度和人工准确率标签。"},{"slug":"primary-source-provenance","name":"一手来源归属","score":64,"rawScore":64,"scoreCap":100,"weight":10,"status":"measured","sampleSize":15213,"sampleTarget":100,"summary":"15213 条信号中 10165 条来自 primary/research/policy，4373 条证据进入事件。","evidence":{"signals":15213,"direct":15213,"primary":10165,"linkedEvidence":4373,"linkedSourceCount":154,"aggregatorDebt":0},"penalties":[],"nextAction":"提升一手信号占比和 Signal→Event 证据绑定率，并核验媒体集团独立性。"},{"slug":"source-reliability","name":"采集稳定性","score":78,"rawScore":78,"scoreCap":100,"weight":12,"status":"measured","sampleSize":415,"sampleTarget":100,"summary":"按每个来源最新一次检查/运行去重：265/415 健康，不再让单一来源的重复成功运行抬高分数。","evidence":{"checked":415,"healthy":265,"degraded":25,"failed":77,"skipped":48,"latestRuns":236,"latestRunSuccess":236,"auditWindows":8},"penalties":[],"nextAction":"连续运行 7 天，按来源计算成功率、异常空结果、P95 延迟和恢复时间。"},{"slug":"confidence","name":"事实置信度","score":58,"rawScore":58,"scoreCap":100,"weight":12,"status":"measured","sampleSize":354,"sampleTarget":30,"summary":"354 个公开事件仅 5 个拥有多源证据，329 个通过当前就绪门禁；人工置信分只占 10%。","evidence":{"published":354,"primaryEvidence":346,"multiSource":5,"readyPublished":329,"averageEvidence":1.05,"averageSelfReportedConfidence":90},"penalties":["多源公开事件不足 10"],"nextAction":"优先把核心事件补成独立多源证据，并建立 claim 级事实错误标注集。"},{"slug":"value","name":"认知与决策价值","score":45,"rawScore":58,"scoreCap":45,"weight":12,"status":"insufficient_data","sampleSize":0,"sampleTarget":30,"summary":"洞察字段完整不等于有价值；当前没有读者保存、引用、决策帮助度或付费反馈样本。","evidence":{"published":354,"fieldCompleteness":100,"readyPublished":329,"multiSource":5,"outcomeFeedback":0},"penalties":["缺少真实用户结果反馈，分数上限 55"],"nextAction":"采集至少 30 条读后帮助度、保存/引用、行动与付费意愿反馈。"},{"slug":"realtime","name":"端到端实时性","score":86,"rawScore":86,"scoreCap":100,"weight":8,"status":"measured","sampleSize":236,"sampleTarget":100,"summary":"collector 耗时不是上游发布到页面可见的端到端延迟；以成功运行比例作为实时性估算。","evidence":{"latestSourceRuns":236,"latestRunSuccess":236,"freshHealthySources":140,"activeWithRecentSuccess":134,"endToEndLatencySamples":0},"penalties":["缺少端到端延迟样本，当前使用成功运行比例估算"],"nextAction":"记录 upstream published→Signal→Event→Pages 四段延迟并建立 P50/P95 SLO。"},{"slug":"timeliness","name":"内容时效性","score":54,"rawScore":54,"scoreCap":100,"weight":10,"status":"measured","sampleSize":265,"sampleTarget":100,"summary":"140/265 个健康来源在 7 天窗口内有新内容，最近 30 天公开事件 0 个。","evidence":{"healthy":265,"freshHealthy":140,"active":134,"activeWithRecentSuccess":134,"published":354,"recentPublished":0},"penalties":[],"nextAction":"按 cadence 衡量来源 freshness lag，并补齐从事件发生到页面发布的延迟。"},{"slug":"effectiveness","name":"机会与行动效果","score":30,"rawScore":30,"scoreCap":45,"weight":8,"status":"insufficient_data","sampleSize":0,"sampleTarget":30,"summary":"46 条星探卡片的编辑状态不是用户行动结果，当前真实行动/产物复盘样本为 0。","evidence":{"ideas":46,"editorialAccepted":41,"outcomeFeedback":0,"completedArtifacts":0},"penalties":["无 30 日行动结果样本，分数上限 45"],"nextAction":"增加 save/act/complete 反馈，30 日后按机会类型复盘真实产物和收益。"},{"slug":"governance","name":"安全与治理","score":60,"rawScore":82,"scoreCap":60,"weight":8,"status":"insufficient_data","sampleSize":415,"sampleTarget":415,"summary":"字段存在只证明策略已声明，不证明策略有效；当前缺少策略版本回放、发布回滚演练和审计抽检。","evidence":{"sources":415,"checked":415,"licenseDeclared":415,"restrictedEnabled":0,"readyEvents":329,"totalEvents":3704,"rollbackDrills":0},"penalties":["无策略回放和回滚演练证据，分数上限 60"],"nextAction":"增加 audit log、策略版本、release snapshot hash 与定期回滚演练。"}],"finishedAt":"2026-08-20T13:19:06.026Z"},"sourceCoverage":{"total":415,"active":134,"observing":98,"candidate":167,"regions":["CN","GLOBAL","US","EU","UK"],"categories":["china-lab","open-source","robotics","agent-devtool","infra-chip-cloud","research-eval","model-economics","frontier-lab","policy","capital-business","media","aggregator","expert","company","community-heat"]}}