docs(plugins): rework Kimi Datasource section with authoritative source names

docs/en/customization/plugins.md

@@ -79,7 +79,7 @@ Pass a custom marketplace JSON path or URL to `/plugins marketplace <source>`, o
 
 Official plugins are plugins and built-in product capabilities maintained by Kimi. There are currently three:
 
-- **[Kimi Datasource](#kimi-datasource)**: Query financial market data, macroeconomic indicators, corporate registration records, academic literature, and Chinese laws and regulations in natural language
+- **[Kimi Datasource](#kimi-datasource)**: Query financial market data, financial news, macroeconomic indicators, corporate registration records, academic literature, Chinese laws and regulations, and official data from intergovernmental organizations in natural language
 - **[Kimi WebBridge](#kimi-webbridge)**: Let AI drive your own browser to get web tasks done
 - **[Kimi Computer Use](#kimi-computer-use)**: Let AI operate your desktop apps (macOS and Windows)
 
@@ -99,7 +99,9 @@ Official plugins do not update automatically — when an update is available, yo
 
 ### Kimi Datasource <Badge type="tip" text="v3.4.0" />
 
-Kimi Datasource is the official Kimi Code data plugin, letting you query financial market data, macroeconomic indicators, corporate registration records, academic literature, and Chinese laws and regulations in natural language — no manual API calls or data accounts required.
+Kimi Datasource is the official Kimi Code data plugin, letting you query financial market data, financial news, macroeconomic indicators, corporate registration records, academic literature, Chinese laws and regulations, and official data from intergovernmental organizations in natural language — no manual API calls or data accounts required.
+
+Sources include authoritative institutions and leading databases such as the World Bank, IMF, OECD, FRED, WHO, FAO, the National Bureau of Statistics of China, Wind, S&P Capital IQ, SEC EDGAR, Caixin, Xinhua Finance, and Hundsun Juyuan — all traceable to their original publishers.
 
 You must first complete OAuth login with a Kimi Code account via `/login`; data queries consume your Kimi Code plan quota.
 
@@ -110,31 +112,49 @@ You must first complete OAuth login with a Kimi Code account via `/login`; data
 
 #### What you can do
 
-**Live market research**: Want to run a quantitative analysis on a stock? Pull three years of daily closing prices, MACD, and KDJ signals in a single query — no third-party data platforms needed.
+::: details **Live market research** — Want to run a quantitative analysis on a stock?
+Pull three years of daily closing prices, MACD, and KDJ signals in a single query, no third-party data platforms needed.
+:::
 
-**Cross-country macro comparison**: Studying supply-chain shifts across China, India, and Vietnam? Get complete GDP growth, trade volume, and demographic time-series from World Bank data spanning 50+ years, all in one go.
+::: details **Cross-country macro comparison** — Studying supply-chain shifts across China, India, and Vietnam?
+Get complete GDP growth, trade volume, and demographic time-series for multiple countries from World Bank data spanning 50+ years, all in one go.
+:::
 
-**Pre-contract risk check**: Need to vet a counterparty fast? Type the company name and instantly get business registration, equity structure, litigation disputes, and credit blacklist status — right when you need it.
+::: details **Pre-contract risk check** — Need to vet a counterparty minutes before signing?
+Type the company name and instantly get business registration, equity structure, litigation disputes, and credit blacklist status, right when you need it.
+:::
 
-**Literature review acceleration**: Tracing the research arc of RLHF? Get the most-cited papers, key authors, and core findings in seconds, so your literature review outline takes shape in half the time.
+::: details **Literature review acceleration** — Tracing the research arc of RLHF for a paper?
+Get the most-cited papers, key authors, and core findings in seconds, so your literature review outline takes shape in half the time.
+:::
 
-**On-the-spot legal lookup**: Stuck on which statute governs a residence-right contract dispute? Pinpoint the relevant Civil Code articles — full text, authority level, and validity — then pull a few comparable precedents to back them up, without digging through statute databases.
+::: details **On-the-spot legal lookup** — Need to confirm the statute behind a residence-right contract dispute?
+Pinpoint the relevant Civil Code articles (full text, authority level, and validity) in one query, then pull a few comparable precedents to back them up, without digging through statute databases.
+:::
 
-**Institutional-grade US equity research**: Writing a deep dive on a US stock? Pull the annual report, standardized financial metrics, top-50 holders, and consensus estimates in one go — no more juggling multiple data terminals.
+::: details **Institutional-grade US equity research** — Writing a deep dive on a US stock?
+Pull the annual report, standardized financial metrics, top-50 holders, and consensus estimates in one go, no more juggling multiple data terminals.
+:::
+
+::: details **Financial news and industry data** — Tracking market hotspots or policy moves?
+Query Caixin's market news, bond/fund/futures data, and listed-company supply-chain relationships, plus news, policies, announcements, and market flashes from the Xinhua Finance national financial information platform — authoritative and traceable sources.
+:::
+
+::: details **Standards lookup** — Need to check compliance against Chinese standards?
+Look up national (GB), industry, local, and association standards by number or topic, with status and full-text entry points.
+:::
 
 #### Coverage
 
 | Category | Scope |
 |---|---|
 | Stocks & financial markets | Well-known databases such as Wind, S&P Capital IQ, and SEC EDGAR, covering prices, technical indicators, financials and valuation, and consensus estimates across A-shares, HK, US, and other major markets, plus official filings for 8,000+ US-listed companies |
-| Macroeconomics | Well-known databases such as the World Bank and IMF, covering 50+ years of time series for 189 countries: GDP, trade, population, exchange rates, CPI, balance of payments, GDP forecasts, and more |
+| Financial news & industry data | Well-known data platforms such as Caixin and Xinhua Finance, covering market news and flashes, listed-company announcements, regulatory policies, bond/fund/futures data, corporate credit violation records, and listed-company supply-chain relationships |
+| Macroeconomics | Well-known databases such as the World Bank, IMF, OECD, FRED, and China's National Bureau of Statistics, plus official statistics from IGOs such as WHO and FAO, covering 50+ years of time series for 189 countries and China indicators at national/provincial/municipal levels: GDP, trade, population, exchange rates, CPI, balance of payments, GDP forecasts, and more |
+| China standards | National (GB), industry, local, and association standards — numbers, titles, status, and details, with official full-text entry points for some national and public association standards |
 | Corporate data | Business registration, equity chain, legal risk, and related-entity graph for mainland Chinese companies |
 | Academic literature | Millions of papers across physics, mathematics, CS, quantitative finance, economics — including preprints |
-| Legal | Chinese laws, regulations, and judicial cases — statute search and detail lookup across all authority levels, plus ordinary and authoritative case search |
-| Chinese government statistics | Open data catalogs from the National Data Administration, plus NBS macro indicators (national, provincial, and major-city time series) |
-| Chinese standards | National (GB), industry (HB), local (DB), and association (TT) standards lookup |
-| International organizations | Official open datasets from WHO, FAO, UNSD, ECB, Eurostat, UNICEF, OECD, and FRED — global health, food and agriculture, finance, and macro time series |
-| Financial news and data | Xinhua Finance announcements, news flashes, and policy updates; Caixin database with 600+ data APIs |
+| Legal | Yuandian Legal and other leading legal databases, covering Chinese laws, regulations, and judicial cases — statute search and detail lookup across all authority levels, plus ordinary and authoritative case search |
 | Smart screening | Well-known databases such as Gildata, covering natural-language screening for stocks, funds, and fund managers, plus macro-industry data, research reports, announcements, and news |
 
 #### Billing and limitations

docs/zh/customization/plugins.md

@@ -79,7 +79,7 @@ Plugins 把可复用的 Kimi Code CLI 能力打包成可安装单元——可以
 
 官方插件是 Kimi 官方维护的 plugin 和内置产品能力，目前有以下三种：
 
-- **[Kimi Datasource](#kimi-datasource)**：用自然语言查询金融行情、宏观经济、企业工商、学术文献和法律法规
+- **[Kimi Datasource](#kimi-datasource)**：用自然语言查询金融行情、财经资讯、宏观经济、企业工商、学术文献、法律法规和国际组织官方数据
 - **[Kimi WebBridge](#kimi-webbridge)**：让 AI 直接操控你自己的浏览器，完成各类网页操作
 - **[Kimi Computer Use](#kimi-computer-use)**：让 AI 操作你的桌面应用（macOS 和 Windows）
 
@@ -99,7 +99,9 @@ Kimi WebBridge 分两步安装：完成上述步骤后，还需要[安装浏览
 
 ### Kimi Datasource <Badge type="tip" text="v3.4.0" />
 
-Kimi Datasource 是 Kimi Code 官方数据插件，让你用自然语言直接查询金融行情、宏观经济、企业工商、学术文献和中国法律法规，无需手动调用接口或申请数据账号。
+Kimi Datasource 是 Kimi Code 官方数据插件，让你用自然语言直接查询金融行情、财经资讯、宏观经济、企业工商、学术文献、中国法律法规和国际组织官方数据，无需手动调用接口或申请数据账号。
+
+数据来源包括世界银行、IMF、OECD、FRED、WHO、FAO、国家统计局、Wind、S&P Capital IQ、SEC EDGAR、财新、新华财经、恒生聚源等权威机构与知名数据库，信源可溯源。
 
 使用前需先通过 `/login` 完成 Kimi Code 账号 OAuth 登录，数据查询会消耗你的 Kimi Code 套餐额度。
 
@@ -110,31 +112,49 @@ Kimi Datasource 是 Kimi Code 官方数据插件，让你用自然语言直接
 
 #### 能做什么
 
-**实时量化研究**：盯着茅台想做个量化分析？一句话拉取近三年的每日收盘价、MACD 和 KDJ 信号，直接出结论，不用找第三方数据平台。
+::: details **实时量化研究** — 想盯着茅台做个量化分析？
+一句话拉取近三年的每日收盘价、MACD 和 KDJ 信号，直接出结论，不用找第三方数据平台。
+:::
 
-**跨国宏观对比**：研究中印越产业转移？基于世界银行 50 年历史数据，一次查询拿到三国 GDP 增速、贸易额、人口结构的完整时间序列对比。
+::: details **跨国宏观对比** — 研究中印越产业转移？
+基于世界银行 50 年历史数据，一次查询拿到三国 GDP 增速、贸易额、人口结构的完整时间序列对比。
+:::
 
-**合同前风险排查**：签合同前五分钟才想起来要查对方背景？输入公司名，立刻拿到工商注册信息、股权穿透、司法纠纷和失信记录，当场决策。
+::: details **合同前风险排查** — 签合同前五分钟才想起来查对方背景？
+输入公司名，立刻拿到工商注册信息、股权穿透、司法纠纷和失信记录，当场决策。
+:::
 
-**文献综述加速**：写论文要梳理 RLHF 领域的研究脉络？直接列出高引论文、主要作者和核心结论，综述提纲半小时内成型。
+::: details **文献综述加速** — 写论文要梳理 RLHF 领域的研究脉络？
+直接列出高引论文、主要作者和核心结论，综述提纲半小时内成型。
+:::
 
-**法律条文速查**：碰上居住权的合同纠纷，拿不准法条？一句话定位《民法典》相关条文原文、效力级别和时效性，再顺手拉几个相近判例佐证，不用翻法规库。
+::: details **法律条文速查** — 碰上居住权合同纠纷想确认法条？
+一句话定位《民法典》相关条文原文、效力级别和时效性，再顺手拉几个相近判例佐证，不用翻法规库。
+:::
 
-**机构级美股研究**：写美股深度报告？一句话拉出年报原文、标准化财务指标、前 50 大股东和分析师一致预期，不用在多个数据终端之间来回切。
+::: details **机构级美股研究** — 要写一份美股深度报告？
+一句话拉出年报原文、标准化财务指标、前 50 大股东和分析师一致预期，不用在多个数据终端之间来回切。
+:::
+
+::: details **财经资讯与行业数据** — 想追市场热点或政策动向？
+直接查询财新的市场资讯、债券基金期货数据与上市公司产业链关系，以及新华财经国家金融信息平台的资讯、政策、公告与市场快讯，信源权威可溯源。
+:::
+
+::: details **标准查询** — 查合规要对照国标？
+按标准号或主题查询国标、行标、地标和团标的编号、状态与全文入口。
+:::
 
 #### 数据覆盖
 
 | 类别 | 覆盖范围 |
 |---|---|
 | 股票与金融市场 | Wind、S&P Capital IQ、SEC EDGAR 等知名数据库，能力涵盖 A 股、港股、美股等主要市场的行情、技术指标、财报估值、分析师预期，以及 8,000+ 美股上市公司的官方披露文件 |
-| 宏观经济 | 世界银行、IMF 等知名数据库，能力涵盖全球 189 个国家 50 年以上的时间序列：GDP、贸易、人口、汇率、CPI、国际收支、GDP 预测等 |
+| 财经资讯与行业数据 | 财新、新华财经等知名数据平台，能力涵盖市场资讯与快讯、上市公司公告、监管政策、债券基金期货数据、企业失信记录、上市公司产业链关系 |
+| 宏观经济 | 世界银行、IMF、OECD、FRED、国家统计局等知名数据库及 WHO、FAO 等国际组织官方统计，能力涵盖全球 189 个国家 50 年以上时间序列与中国全国/省/市指标：GDP、贸易、人口、汇率、CPI、国际收支、GDP 预测等 |
+| 中国标准 | 国家标准（GB）、行业标准、地方标准和团体标准的编号、名称、发布状态与详情，部分国标和公开团标提供官方全文入口 |
 | 企业数据 | 中国大陆境内企业工商信息、股权穿透、司法风险、关联图谱 |
 | 学术文献 | 物理、数学、计算机、金融、经济等领域百万量级论文，支持预印本查询 |
-| 法律法规 | 中国法律法规与司法案例：各效力层次的法规检索与详情，普通及权威判例检索 |
-| 中国政府统计 | 国家数据局开放数据目录与国家统计局宏观指标（全国、省、主要城市时间序列） |
-| 中国标准 | 国家标准（GB）、行业标准（HB）、地方标准（DB）、团体标准（TT）检索 |
-| 国际组织 | WHO、FAO、UNSD、ECB、Eurostat、UNICEF、OECD、FRED 官方开放数据集：全球健康、农业粮食、金融与宏观时间序列 |
-| 财经资讯 | 新华财经公告、快讯与政策新闻；财新数据库 600+ 数据接口 |
+| 法律法规 | 元典智库等知名法律数据库，能力涵盖中国法律法规与司法案例：各效力层次的法规检索与详情，普通及权威判例检索 |
 | 智能筛选 | 恒生聚源等知名数据库，能力涵盖自然语言选股、选基金、选基金经理，以及宏观行业数据、研报、公告与新闻 |
 
 #### 计费与限制