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    "name": "Economic Calendar Fetcher",
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    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/Veeramanikandanr48/economic-calendar-fetcher",
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          "label": "Upgrade existing",
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  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Overview",
        "body": "Retrieve upcoming economic events and data releases from the Financial Modeling Prep (FMP) Economic Calendar API. This skill fetches scheduled economic indicators including central bank monetary policy decisions, employment reports, inflation data (CPI/PPI), GDP releases, retail sales, manufacturing data, and other market-moving events that impact financial markets.\n\nThe skill uses a Python script to query the FMP API and generates chronological markdown reports with impact assessment for each scheduled event.\n\nKey Capabilities:\n\nFetch economic events for specified date ranges (max 90 days)\nSupport flexible API key provision (environment variable or user input)\nFilter by impact level, country, or event type\nGenerate structured markdown reports with impact analysis\nDefault to next 7 days for quick market outlook\n\nData Source:\n\nFMP Economic Calendar API: https://financialmodelingprep.com/api/v3/economic_calendar\nCovers major economies: US, EU, UK, Japan, China, Canada, Australia\nEvent types: Central bank decisions, employment, inflation, GDP, trade, housing, surveys"
      },
      {
        "title": "When to Use This Skill",
        "body": "Use this skill when the user requests:\n\nEconomic Calendar Queries:\n\n\"What economic events are coming up this week?\"\n\"Show me the economic calendar for the next two weeks\"\n\"When is the next FOMC meeting?\"\n\"What major economic data is being released next month?\"\n\n\n\nMarket Event Planning:\n\n\"What should I watch for in the markets this week?\"\n\"Are there any high-impact economic releases coming?\"\n\"When is the next jobs report / CPI release / GDP report?\"\n\n\n\nSpecific Date Range Requests:\n\n\"Get economic events from January 1 to January 31\"\n\"What's on the economic calendar for Q1 2025?\"\n\n\n\nCountry-Specific Queries:\n\n\"Show me US economic data releases next week\"\n\"What ECB events are scheduled?\"\n\"When is Japan releasing their inflation data?\"\n\nDO NOT use this skill for:\n\nPast economic events (use market-news-analyst for historical analysis)\nCorporate earnings calendars (this skill excludes earnings)\nReal-time market data or live quotes\nTechnical analysis or chart interpretation"
      },
      {
        "title": "Workflow",
        "body": "Follow these steps to fetch and analyze the economic calendar:"
      },
      {
        "title": "Step 1: Obtain FMP API Key",
        "body": "Check for API key availability:\n\nFirst check if FMP_API_KEY environment variable is set\nIf not available, ask user to provide API key via chat\nIf user doesn't have API key, provide instructions:\n\nVisit https://financialmodelingprep.com\nSign up for free account (250 requests/day limit)\nNavigate to API dashboard to obtain key\n\nExample user interaction:\n\nUser: \"Show me economic events for next week\"\nAssistant: \"I'll fetch the economic calendar. Do you have an FMP API key? I can use the FMP_API_KEY environment variable, or you can provide your API key now.\""
      },
      {
        "title": "Step 2: Determine Date Range",
        "body": "Set appropriate date range based on user request:\n\nDefault (no specific dates): Today + 7 days\nUser specifies period: Use exact dates (validate format: YYYY-MM-DD)\nMaximum range: 90 days (FMP API limitation)\n\nExamples:\n\n\"Next week\" → Today to +7 days\n\"Next two weeks\" → Today to +14 days\n\"January 2025\" → 2025-01-01 to 2025-01-31\n\"Q1 2025\" → 2025-01-01 to 2025-03-31\n\nValidate date range:\n\nEnsure start date ≤ end date\nEnsure range ≤ 90 days\nWarn if querying past dates"
      },
      {
        "title": "Step 3: Execute API Fetch Script",
        "body": "Run the get_economic_calendar.py script with appropriate parameters:\n\nBasic usage (default 7 days):\n\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py --api-key YOUR_KEY\n\nWith specific date range:\n\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py \\\n  --from 2025-01-01 \\\n  --to 2025-01-31 \\\n  --api-key YOUR_KEY \\\n  --format json\n\nUsing environment variable (no --api-key needed):\n\nexport FMP_API_KEY=your_key_here\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py \\\n  --from 2025-01-01 \\\n  --to 2025-01-07\n\nScript parameters:\n\n--from: Start date (YYYY-MM-DD) - default: today\n--to: End date (YYYY-MM-DD) - default: today + 7 days\n--api-key: FMP API key (optional if FMP_API_KEY env var set)\n--format: Output format (json or text) - default: json\n--output: Output file path (optional, default: stdout)\n\nHandle errors:\n\nInvalid API key → Ask user to verify key\nRate limit exceeded (429) → Suggest waiting or upgrading FMP tier\nNetwork errors → Retry with exponential backoff\nInvalid date format → Provide correct format example"
      },
      {
        "title": "Step 4: Parse and Filter Events",
        "body": "Process the JSON response from the script:\n\nParse event data: Extract all events from API response\nApply user filters if specified:\n\nImpact level: \"High\", \"Medium\", \"Low\"\nCountry: \"US\", \"EU\", \"JP\", \"CN\", etc.\nEvent type: FOMC, CPI, Employment, GDP, etc.\nCurrency: USD, EUR, JPY, etc.\n\nFilter examples:\n\n\"Show only high-impact events\" → Filter impact == \"High\"\n\"US events only\" → Filter country == \"US\"\n\"Central bank decisions\" → Search event name for \"Rate\", \"Policy\", \"FOMC\", \"ECB\", \"BOJ\"\n\nEvent data structure:\n\n{\n  \"date\": \"2025-01-15 14:30:00\",\n  \"country\": \"US\",\n  \"event\": \"Consumer Price Index (CPI) YoY\",\n  \"currency\": \"USD\",\n  \"previous\": 2.6,\n  \"estimate\": 2.7,\n  \"actual\": null,\n  \"change\": null,\n  \"impact\": \"High\",\n  \"changePercentage\": null\n}"
      },
      {
        "title": "Step 5: Assess Market Impact",
        "body": "Evaluate the market significance of each event:\n\nImpact Level Classification (from FMP):\n\nHigh Impact: Major market-moving events\n\nFOMC rate decisions, ECB/BOJ policy meetings\nNon-Farm Payrolls (NFP), CPI, GDP\nMarket typically shows 0.5-2%+ intraday volatility\n\n\n\nMedium Impact: Significant but less volatile\n\nRetail Sales, Industrial Production\nPMI surveys, Consumer Confidence\nHousing data, Durable Goods Orders\n\n\n\nLow Impact: Minor indicators\n\nWeekly jobless claims (unless extreme)\nRegional manufacturing surveys\nMinor auction results\n\nAdditional Context Factors:\n\nCurrent Market Sensitivity:\n\nHigh inflation environment → CPI/PPI elevated importance\nRecession fears → Employment data more critical\nRate cut speculation → Central bank meetings crucial\n\n\n\nSurprise Potential:\n\nCompare estimate vs. previous reading\nLarge expected changes = higher attention\nConsensus uncertainty = higher impact potential\n\n\n\nEvent Clustering:\n\nMultiple related events same day = amplified impact\nExample: CPI + Retail Sales + Fed speech = Very High impact day\n\n\n\nForward Significance:\n\nDoes this event influence upcoming central bank decisions?\nIs this a preliminary or final reading?\nWill this data be revised?"
      },
      {
        "title": "Step 6: Generate Output Report",
        "body": "Create structured markdown report with the following sections:\n\nReport Header:\n\n# Economic Calendar\n**Period:** [Start Date] to [End Date]\n**Report Generated:** [Timestamp]\n**Total Events:** [Count]\n**High Impact Events:** [Count]\n\nEvent Listing (Chronological):\n\nFor each event, provide:\n\n## [Date] - [Day of Week]\n\n### [Event Name] ([Impact Level])\n- **Country:** [Country Code] ([Currency])\n- **Time:** [HH:MM UTC]\n- **Previous:** [Value]\n- **Estimate:** [Consensus Forecast]\n- **Impact Assessment:** [Your analysis]\n\n**Market Implications:**\n[2-3 sentences on why this matters, what markets watch for, typical reaction patterns]\n\n---\n\nExample Event Entry:\n\n## 2025-01-15 - Wednesday\n\n### Consumer Price Index (CPI) YoY (High Impact)\n- **Country:** US (USD)\n- **Time:** 14:30 UTC (8:30 AM ET)\n- **Previous:** 2.6%\n- **Estimate:** 2.7%\n- **Impact Assessment:** Very High - Core inflation metric for Fed policy decisions\n\n**Market Implications:**\nCPI reading above estimate (>2.7%) likely strengthens hawkish Fed expectations, potentially pressuring equities and supporting USD. Reading at or below 2.7% could reinforce disinflation narrative and support risk assets. Options market pricing 1.2% S&P 500 move on release day.\n\n---\n\nSummary Section:\n\nAdd analytical summary at the end:\n\n## Key Takeaways\n\n**Highest Impact Days:**\n- [Date]: [Events] - [Combined impact rationale]\n- [Date]: [Events] - [Combined impact rationale]\n\n**Central Bank Activity:**\n- [Summary of any scheduled Fed/ECB/BOJ meetings or speeches]\n\n**Major Data Releases:**\n- Employment: [NFP, Unemployment Rate dates]\n- Inflation: [CPI, PPI dates]\n- Growth: [GDP, Retail Sales dates]\n\n**Market Positioning Considerations:**\n[2-3 bullets on how traders might position around these events]\n\n**Risk Events:**\n[Highlight any particularly high-uncertainty or surprise-potential events]\n\nFiltering Notes:\n\nIf user requested specific filters, note at top:\n\n**Filters Applied:**\n- Impact Level: High only\n- Country: US\n- Events shown: [X] of [Y] total events in date range\n\nOutput Format:\n\nPrimary: Markdown file saved to disk\nFilename format: economic_calendar_[START]_to_[END].md\nAlso display summary to user in chat"
      },
      {
        "title": "Output Format Specifications",
        "body": "File naming convention:\n\neconomic_calendar_2025-01-01_to_2025-01-31.md\neconomic_calendar_2025-01-15_to_2025-01-21.md  (weekly)\neconomic_calendar_high_impact_2025-01.md  (with filters)\n\nMarkdown structure requirements:\n\nChronological ordering: Events sorted by date and time (earliest first)\nImpact level indicators: Use (High Impact), (Medium Impact), (Low Impact) labels\nTime zone clarity: Always specify UTC and provide ET/PT conversions for US events\nData completeness: Include all available fields (previous, estimate, actual if past)\nNull handling: Display \"N/A\" or \"No estimate\" for null values\nImpact assessment: Every high/medium impact event must have market implications analysis\n\nTable format option (for dense listings):\n\n| Date/Time (UTC) | Event | Country | Impact | Previous | Estimate | Assessment |\n|-----------------|-------|---------|--------|----------|----------|------------|\n| 01-15 14:30 | CPI YoY | US | High | 2.6% | 2.7% | Core inflation metric |\n\nLanguage: All reports in English"
      },
      {
        "title": "Resources",
        "body": "Python Script:\n\nscripts/get_economic_calendar.py: Main API fetch script with CLI interface\n\nReference Documentation:\n\nreferences/fmp_api_documentation.md: Complete FMP Economic Calendar API reference\n\nAuthentication and API key management\nRequest parameters and date formats\nResponse field definitions\nRate limits and error handling\nBest practices for caching and efficiency\n\nAPI Details:\n\nEndpoint: https://financialmodelingprep.com/api/v3/economic_calendar\nAuthentication: API key required (free tier: 250 requests/day)\nMax date range: 90 days per request\nResponse format: JSON array of event objects\nRate limits: 5 requests/second (free tier)\n\nEvent Coverage:\n\nMajor economies: US, EU, UK, Japan, China, Canada, Australia, Switzerland\nEvent categories: Monetary policy, Employment, Inflation, GDP, Trade, Housing, Surveys\nUpdate frequency: Real-time (events added/updated as scheduled)\nHistorical data: Available for past events with actual values\n\nUsage Tips:\n\nCache results to minimize API calls (events rarely change once scheduled)\nQuery 7-30 day ranges for optimal request efficiency\nDon't query >6 months in future (sparse data, speculative dates)\nRefresh cache daily for upcoming week to catch time changes\nUse smaller ranges (1-7 days) for real-time event monitoring\n\nError Handling:\n\nAPI key errors: Clear user guidance for obtaining free key\nRate limits: Exponential backoff retry logic\nNetwork failures: Graceful degradation with cached data if available\nInvalid dates: Validation with helpful error messages"
      }
    ],
    "body": "Economic Calendar Fetcher\nOverview\n\nRetrieve upcoming economic events and data releases from the Financial Modeling Prep (FMP) Economic Calendar API. This skill fetches scheduled economic indicators including central bank monetary policy decisions, employment reports, inflation data (CPI/PPI), GDP releases, retail sales, manufacturing data, and other market-moving events that impact financial markets.\n\nThe skill uses a Python script to query the FMP API and generates chronological markdown reports with impact assessment for each scheduled event.\n\nKey Capabilities:\n\nFetch economic events for specified date ranges (max 90 days)\nSupport flexible API key provision (environment variable or user input)\nFilter by impact level, country, or event type\nGenerate structured markdown reports with impact analysis\nDefault to next 7 days for quick market outlook\n\nData Source:\n\nFMP Economic Calendar API: https://financialmodelingprep.com/api/v3/economic_calendar\nCovers major economies: US, EU, UK, Japan, China, Canada, Australia\nEvent types: Central bank decisions, employment, inflation, GDP, trade, housing, surveys\nWhen to Use This Skill\n\nUse this skill when the user requests:\n\nEconomic Calendar Queries:\n\n\"What economic events are coming up this week?\"\n\"Show me the economic calendar for the next two weeks\"\n\"When is the next FOMC meeting?\"\n\"What major economic data is being released next month?\"\n\nMarket Event Planning:\n\n\"What should I watch for in the markets this week?\"\n\"Are there any high-impact economic releases coming?\"\n\"When is the next jobs report / CPI release / GDP report?\"\n\nSpecific Date Range Requests:\n\n\"Get economic events from January 1 to January 31\"\n\"What's on the economic calendar for Q1 2025?\"\n\nCountry-Specific Queries:\n\n\"Show me US economic data releases next week\"\n\"What ECB events are scheduled?\"\n\"When is Japan releasing their inflation data?\"\n\nDO NOT use this skill for:\n\nPast economic events (use market-news-analyst for historical analysis)\nCorporate earnings calendars (this skill excludes earnings)\nReal-time market data or live quotes\nTechnical analysis or chart interpretation\nWorkflow\n\nFollow these steps to fetch and analyze the economic calendar:\n\nStep 1: Obtain FMP API Key\n\nCheck for API key availability:\n\nFirst check if FMP_API_KEY environment variable is set\nIf not available, ask user to provide API key via chat\nIf user doesn't have API key, provide instructions:\nVisit https://financialmodelingprep.com\nSign up for free account (250 requests/day limit)\nNavigate to API dashboard to obtain key\n\nExample user interaction:\n\nUser: \"Show me economic events for next week\"\nAssistant: \"I'll fetch the economic calendar. Do you have an FMP API key? I can use the FMP_API_KEY environment variable, or you can provide your API key now.\"\n\nStep 2: Determine Date Range\n\nSet appropriate date range based on user request:\n\nDefault (no specific dates): Today + 7 days User specifies period: Use exact dates (validate format: YYYY-MM-DD) Maximum range: 90 days (FMP API limitation)\n\nExamples:\n\n\"Next week\" → Today to +7 days\n\"Next two weeks\" → Today to +14 days\n\"January 2025\" → 2025-01-01 to 2025-01-31\n\"Q1 2025\" → 2025-01-01 to 2025-03-31\n\nValidate date range:\n\nEnsure start date ≤ end date\nEnsure range ≤ 90 days\nWarn if querying past dates\nStep 3: Execute API Fetch Script\n\nRun the get_economic_calendar.py script with appropriate parameters:\n\nBasic usage (default 7 days):\n\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py --api-key YOUR_KEY\n\n\nWith specific date range:\n\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py \\\n  --from 2025-01-01 \\\n  --to 2025-01-31 \\\n  --api-key YOUR_KEY \\\n  --format json\n\n\nUsing environment variable (no --api-key needed):\n\nexport FMP_API_KEY=your_key_here\npython3 /path/to/economic-calendar-fetcher/scripts/get_economic_calendar.py \\\n  --from 2025-01-01 \\\n  --to 2025-01-07\n\n\nScript parameters:\n\n--from: Start date (YYYY-MM-DD) - default: today\n--to: End date (YYYY-MM-DD) - default: today + 7 days\n--api-key: FMP API key (optional if FMP_API_KEY env var set)\n--format: Output format (json or text) - default: json\n--output: Output file path (optional, default: stdout)\n\nHandle errors:\n\nInvalid API key → Ask user to verify key\nRate limit exceeded (429) → Suggest waiting or upgrading FMP tier\nNetwork errors → Retry with exponential backoff\nInvalid date format → Provide correct format example\nStep 4: Parse and Filter Events\n\nProcess the JSON response from the script:\n\nParse event data: Extract all events from API response\nApply user filters if specified:\nImpact level: \"High\", \"Medium\", \"Low\"\nCountry: \"US\", \"EU\", \"JP\", \"CN\", etc.\nEvent type: FOMC, CPI, Employment, GDP, etc.\nCurrency: USD, EUR, JPY, etc.\n\nFilter examples:\n\n\"Show only high-impact events\" → Filter impact == \"High\"\n\"US events only\" → Filter country == \"US\"\n\"Central bank decisions\" → Search event name for \"Rate\", \"Policy\", \"FOMC\", \"ECB\", \"BOJ\"\n\nEvent data structure:\n\n{\n  \"date\": \"2025-01-15 14:30:00\",\n  \"country\": \"US\",\n  \"event\": \"Consumer Price Index (CPI) YoY\",\n  \"currency\": \"USD\",\n  \"previous\": 2.6,\n  \"estimate\": 2.7,\n  \"actual\": null,\n  \"change\": null,\n  \"impact\": \"High\",\n  \"changePercentage\": null\n}\n\nStep 5: Assess Market Impact\n\nEvaluate the market significance of each event:\n\nImpact Level Classification (from FMP):\n\nHigh Impact: Major market-moving events\n\nFOMC rate decisions, ECB/BOJ policy meetings\nNon-Farm Payrolls (NFP), CPI, GDP\nMarket typically shows 0.5-2%+ intraday volatility\n\nMedium Impact: Significant but less volatile\n\nRetail Sales, Industrial Production\nPMI surveys, Consumer Confidence\nHousing data, Durable Goods Orders\n\nLow Impact: Minor indicators\n\nWeekly jobless claims (unless extreme)\nRegional manufacturing surveys\nMinor auction results\n\nAdditional Context Factors:\n\nCurrent Market Sensitivity:\n\nHigh inflation environment → CPI/PPI elevated importance\nRecession fears → Employment data more critical\nRate cut speculation → Central bank meetings crucial\n\nSurprise Potential:\n\nCompare estimate vs. previous reading\nLarge expected changes = higher attention\nConsensus uncertainty = higher impact potential\n\nEvent Clustering:\n\nMultiple related events same day = amplified impact\nExample: CPI + Retail Sales + Fed speech = Very High impact day\n\nForward Significance:\n\nDoes this event influence upcoming central bank decisions?\nIs this a preliminary or final reading?\nWill this data be revised?\nStep 6: Generate Output Report\n\nCreate structured markdown report with the following sections:\n\nReport Header:\n\n# Economic Calendar\n**Period:** [Start Date] to [End Date]\n**Report Generated:** [Timestamp]\n**Total Events:** [Count]\n**High Impact Events:** [Count]\n\n\nEvent Listing (Chronological):\n\nFor each event, provide:\n\n## [Date] - [Day of Week]\n\n### [Event Name] ([Impact Level])\n- **Country:** [Country Code] ([Currency])\n- **Time:** [HH:MM UTC]\n- **Previous:** [Value]\n- **Estimate:** [Consensus Forecast]\n- **Impact Assessment:** [Your analysis]\n\n**Market Implications:**\n[2-3 sentences on why this matters, what markets watch for, typical reaction patterns]\n\n---\n\n\nExample Event Entry:\n\n## 2025-01-15 - Wednesday\n\n### Consumer Price Index (CPI) YoY (High Impact)\n- **Country:** US (USD)\n- **Time:** 14:30 UTC (8:30 AM ET)\n- **Previous:** 2.6%\n- **Estimate:** 2.7%\n- **Impact Assessment:** Very High - Core inflation metric for Fed policy decisions\n\n**Market Implications:**\nCPI reading above estimate (>2.7%) likely strengthens hawkish Fed expectations, potentially pressuring equities and supporting USD. Reading at or below 2.7% could reinforce disinflation narrative and support risk assets. Options market pricing 1.2% S&P 500 move on release day.\n\n---\n\n\nSummary Section:\n\nAdd analytical summary at the end:\n\n## Key Takeaways\n\n**Highest Impact Days:**\n- [Date]: [Events] - [Combined impact rationale]\n- [Date]: [Events] - [Combined impact rationale]\n\n**Central Bank Activity:**\n- [Summary of any scheduled Fed/ECB/BOJ meetings or speeches]\n\n**Major Data Releases:**\n- Employment: [NFP, Unemployment Rate dates]\n- Inflation: [CPI, PPI dates]\n- Growth: [GDP, Retail Sales dates]\n\n**Market Positioning Considerations:**\n[2-3 bullets on how traders might position around these events]\n\n**Risk Events:**\n[Highlight any particularly high-uncertainty or surprise-potential events]\n\n\nFiltering Notes:\n\nIf user requested specific filters, note at top:\n\n**Filters Applied:**\n- Impact Level: High only\n- Country: US\n- Events shown: [X] of [Y] total events in date range\n\n\nOutput Format:\n\nPrimary: Markdown file saved to disk\nFilename format: economic_calendar_[START]_to_[END].md\nAlso display summary to user in chat\nOutput Format Specifications\n\nFile naming convention:\n\neconomic_calendar_2025-01-01_to_2025-01-31.md\neconomic_calendar_2025-01-15_to_2025-01-21.md  (weekly)\neconomic_calendar_high_impact_2025-01.md  (with filters)\n\n\nMarkdown structure requirements:\n\nChronological ordering: Events sorted by date and time (earliest first)\nImpact level indicators: Use (High Impact), (Medium Impact), (Low Impact) labels\nTime zone clarity: Always specify UTC and provide ET/PT conversions for US events\nData completeness: Include all available fields (previous, estimate, actual if past)\nNull handling: Display \"N/A\" or \"No estimate\" for null values\nImpact assessment: Every high/medium impact event must have market implications analysis\n\nTable format option (for dense listings):\n\n| Date/Time (UTC) | Event | Country | Impact | Previous | Estimate | Assessment |\n|-----------------|-------|---------|--------|----------|----------|------------|\n| 01-15 14:30 | CPI YoY | US | High | 2.6% | 2.7% | Core inflation metric |\n\n\nLanguage: All reports in English\n\nResources\n\nPython Script:\n\nscripts/get_economic_calendar.py: Main API fetch script with CLI interface\n\nReference Documentation:\n\nreferences/fmp_api_documentation.md: Complete FMP Economic Calendar API reference\nAuthentication and API key management\nRequest parameters and date formats\nResponse field definitions\nRate limits and error handling\nBest practices for caching and efficiency\n\nAPI Details:\n\nEndpoint: https://financialmodelingprep.com/api/v3/economic_calendar\nAuthentication: API key required (free tier: 250 requests/day)\nMax date range: 90 days per request\nResponse format: JSON array of event objects\nRate limits: 5 requests/second (free tier)\n\nEvent Coverage:\n\nMajor economies: US, EU, UK, Japan, China, Canada, Australia, Switzerland\nEvent categories: Monetary policy, Employment, Inflation, GDP, Trade, Housing, Surveys\nUpdate frequency: Real-time (events added/updated as scheduled)\nHistorical data: Available for past events with actual values\n\nUsage Tips:\n\nCache results to minimize API calls (events rarely change once scheduled)\nQuery 7-30 day ranges for optimal request efficiency\nDon't query >6 months in future (sparse data, speculative dates)\nRefresh cache daily for upcoming week to catch time changes\nUse smaller ranges (1-7 days) for real-time event monitoring\n\nError Handling:\n\nAPI key errors: Clear user guidance for obtaining free key\nRate limits: Exponential backoff retry logic\nNetwork failures: Graceful degradation with cached data if available\nInvalid dates: Validation with helpful error messages"
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