veriglow-agent-map

Look up VeriGlow Agent Map for any website URL to discover its data functions, internal APIs, browser automation recipes, and agent reliability reports. Use when you need to extract structured data from a website, call a website's hidden API, or automate browser interactions with a web page.

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Install skill "veriglow-agent-map" with this command: npx skills add VeriGlow/veriglow-agent-map

VeriGlow Agent Map

VeriGlow Agent Map is a registry of Agent-readable documentation for websites. Each "map" tells you exactly how to extract structured data from a specific web page — including hidden APIs, request parameters, response schemas, browser automation recipes, and real-world agent reports.

When to Use This Skill

Use Agent Map when you need to:

  • Get structured data from a website (financial data, government data, e-commerce, etc.)
  • Discover hidden/internal APIs behind a web page
  • Automate browser interactions with a specific site
  • Check if other agents have successfully used a data source

How to Query Agent Map

To look up a map for any URL, visit:

https://veri-glow.com/{target-url-without-protocol}

For example, to find the map for https://www.sse.com.cn/market/bonddata/overview/day/:

https://veri-glow.com/www.sse.com.cn/market/bonddata/overview/day/

You can also fetch the page content programmatically:

curl https://veri-glow.com/www.sse.com.cn/market/bonddata/overview/day/

What a Map Contains

Each Agent Map page has three sections:

1. Available Data

Documents every data function the page exposes:

  • API endpoint (method, URL, parameters)
  • Request example (curl command you can run directly)
  • Response schema (column names, types, examples)
  • Caveats (rate limits, IP restrictions, data freshness)

2. Page Internals

For browser automation fallback:

  • JS controller objects and trigger methods
  • DOM selectors for data tables and input fields
  • Rendering method (server-side vs client-side)
  • Auth and anti-scraping status
  • Complete action steps (Playwright/Puppeteer recipe)

3. Agent Reports

Real-world usage reports from agents who have called this data source:

  • Success/failure status and response times
  • Edge cases discovered (half-day trading, IP blocks, etc.)
  • Recommended workarounds

Example: SSE Bond Trading Data

Here is a complete example of using an Agent Map to get Shanghai Stock Exchange bond trading data.

Direct API Call (Preferred)

curl "https://www.sse.com.cn/js/common/sseBond498Fixed.js?searchDate=2025-02-11"

Parameters:

NameTypeRequiredDescription
searchDatestringYesQuery date in YYYY-MM-DD format
jsonCallBackstringNoJSONP callback name. Omit for pure JSON.

Returns: JSON with 17 rows × 4 columns:

ColumnTypeExampleDescription
债券品种string国债Bond type category
成交笔数number15,234Number of trades
成交面额(亿元)number2,068.77Face value traded (100M RMB)
成交金额(亿元)number2,087.45Trading amount (100M RMB)

Bond types (17 categories): 国债, 地方政府债, 企业债, 公司债, 可转换债, 可分离债, 资产支持证券, 国际机构债, 政策性金融债, 同业存单, and more.

Caveats:

  • Non-trading days (weekends, holidays) return all-zero rows
  • Data availability: T+1, updated ~1 hour after market close (15:30 CST)
  • Overseas IP may get 403 — use a CN-based proxy if needed

Browser Automation Fallback

If the direct API is blocked, use these action steps:

// Step 1: Set date
document.querySelector('.js_date input').value = '2025-02-11'

// Step 2: Trigger query (wait 3s for AJAX response)
overviewDay.setOverviewDayParams()

// Step 3: Extract table
const table = document.querySelector('.table-responsive table')
const headers = [...table.querySelectorAll('thead th')].map(th => th.textContent.trim())
const rows = [...table.querySelectorAll('tbody tr')].map(tr =>
  [...tr.querySelectorAll('td')].map(td => td.textContent.trim())
)

Best Practices

  1. Always prefer direct API calls over browser automation — they are faster and more reliable
  2. Check the Agent Reports section before calling a new data source — other agents may have documented edge cases
  3. Respect rate limits — if a map documents rate limiting, throttle your requests accordingly
  4. Handle IP restrictions — some Chinese government/financial data sources block overseas IPs; use a CN proxy when noted
  5. Verify data freshness — check the "Data availability" note for each source (e.g., T+1 means data is from the previous trading day)

Available Maps (59 data sources)

Currently indexed: 55 Shanghai Stock Exchange pages + 4 international APIs.

Shanghai Stock Exchange (上海证券交易所) — 55 maps

Stock Data (股票数据):

SourceURLFunctions
Market Overviewwww.sse.com.cn/market/view/1
Statistics Overviewwww.sse.com.cn/market/stockdata/statistic/1
Stock Weekly Overviewwww.sse.com.cn/market/stockdata/overview/weekly/1
Stock Monthly Overviewwww.sse.com.cn/market/stockdata/overview/monthly/1
IPO First-Day Performancewww.sse.com.cn/market/stockdata/firstday/1
IPO (Initial Public Offering)www.sse.com.cn/market/stockdata/raise/ipo/1
Secondary Offeringwww.sse.com.cn/market/stockdata/raise/additional/1
Rights Issuewww.sse.com.cn/market/stockdata/raise/allotment/1
Share Capital Overviewwww.sse.com.cn/market/stockdata/structure/overview/3
Share Capital Rankingwww.sse.com.cn/market/stockdata/structure/rank/1
Cash Dividendswww.sse.com.cn/market/stockdata/dividends/dividend/1
Bonus Shareswww.sse.com.cn/market/stockdata/dividends/bonus/1
Shanghai Market P/E Ratiowww.sse.com.cn/market/stockdata/price/sh/1
Main Board Market Cap Rankingwww.sse.com.cn/market/stockdata/marketvalue/main/1
STAR Market Market Cap Rankingwww.sse.com.cn/market/stockdata/marketvalue/star/1
Main Board Trading Activitywww.sse.com.cn/market/stockdata/activity/main/1
STAR Market Trading Activitywww.sse.com.cn/market/stockdata/activity/star/1
Preferred Share Statisticswww.sse.com.cn/market/stockdata/pshare/1

Index Data (指数):

SourceURLFunctions
Key Index & Sample Performancewww.sse.com.cn/market/sseindex/overview/focus/1
Index Basic Informationwww.sse.com.cn/market/sseindex/indexlist/basic/4
Index Quotationwww.sse.com.cn/market/sseindex/quotation/1

Fund Data (基金数据):

SourceURLFunctions
Fund Daily Overviewwww.sse.com.cn/market/funddata/overview/day/1
Fund Weekly Overviewwww.sse.com.cn/market/funddata/overview/weekly/1
Fund Monthly Overviewwww.sse.com.cn/market/funddata/overview/monthly/1
Fund Annual Overviewwww.sse.com.cn/market/funddata/overview/yearly/1
Public REITs Scalewww.sse.com.cn/market/funddata/volumn/reits/1
LOF Scalewww.sse.com.cn/market/funddata/volumn/lofvolumn/2
Graded LOF Fund Scalewww.sse.com.cn/market/funddata/volumn/fjlofvolumn/1

Bond Data (债券数据):

SourceURLFunctions
Bond Daily Overviewwww.sse.com.cn/market/bonddata/overview/day/1
Bond Weekly Overviewwww.sse.com.cn/market/bonddata/overview/weekly/1
Bond Monthly Overviewwww.sse.com.cn/market/bonddata/overview/monthly/1
Bond Annual Overviewwww.sse.com.cn/market/bonddata/overview/yearly/1
Bond Statisticswww.sse.com.cn/market/bonddata/statistic/1
Convertible Bond Tradingwww.sse.com.cn/market/bonddata/dxkzzcj/1
Exchangeable Bond Conversionwww.sse.com.cn/market/bonddata/exchangeable/2
Bond Yield Statisticswww.sse.com.cn/market/bonddata/profit/1
Bond Clean & Dirty Pricewww.sse.com.cn/market/bonddata/netfull/1
Active Bond Varietieswww.sse.com.cn/market/bonddata/livelybond/1

Other Data (其他数据):

SourceURLFunctions
Margin Trading Summarywww.sse.com.cn/market/othersdata/margin/sum/1
Margin Trading Detailwww.sse.com.cn/market/othersdata/margin/detail/2
Securities Lending Overviewwww.sse.com.cn/market/othersdata/refinancing/lend/1
Strategic Placement Lending (Main)www.sse.com.cn/market/othersdata/zlpskcjxx/main/1
Strategic Placement Lending (STAR)www.sse.com.cn/market/othersdata/zlpskcjxx/star/1
Asset Management Share Transferwww.sse.com.cn/market/othersdata/asset/1
Member Listwww.sse.com.cn/market/othersdata/memberdata/memberlist/1
...and 10 more member/business qualification pages

International APIs — 4 maps

SourceURLFunctions
Cryptocurrency Market Datacoinpaprika.com/coin/btc-bitcoin/1
Weather Forecast APIopen-meteo.com/en/docs/1
Hacker News Top Storiesnews.ycombinator.com/2

More maps are being added continuously. Visit veri-glow.com to browse all 59 maps or request a new one.

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