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compare_periods

Analyze productivity trends by comparing statistics between two time periods. Generate HTML and Markdown reports showing performance changes in meetings, Slack, email, and focus time metrics.

Instructions

Compare productivity statistics between two time periods. Generates comparison reports in HTML and Markdown formats showing trends and changes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
period1YesFirst period to compare
period2YesSecond period to compare
metricsNoMetrics to compare (default: all)
output_formatNoOutput format(s) to generate (default: both)both
save_to_fileNoWhether to save comparison to summaries directory (default: true)

Implementation Reference

  • Main tool handler function that validates inputs, calculates date ranges, generates comparison instructions or processes provided data, computes changes between periods, and optionally saves HTML/Markdown reports.
    export async function comparePeriods(args) { try { if (!args.period1 || !args.period2) { throw { code: 'MISSING_PARAMETER', message: 'Both period1 and period2 must be provided', details: 'Each period should have start_date and end_date', }; } // Calculate date ranges for both periods const period1Range = calculateDateRange({ start_date: args.period1.start_date, end_date: args.period1.end_date, }); const period2Range = calculateDateRange({ start_date: args.period2.start_date, end_date: args.period2.end_date, }); const metrics = args.metrics || ['all']; const outputFormat = args.output_format || config.defaults.outputFormat || 'both'; const saveToFile = args.save_to_file !== false; // Generate comparison instructions const instructions = generateComparisonInstructions(period1Range, period2Range, metrics); const result = { success: true, message: 'Period comparison initiated. Follow instructions to collect data for both periods.', period1: period1Range, period2: period2Range, metrics_to_compare: metrics, output_format: outputFormat, save_to_file: saveToFile, instructions, note: 'This tool helps identify trends by comparing two time periods. Collect the same metrics for both periods, then calculate differences.', }; // If comparison data is provided, process it if (args.comparison_data) { result.comparison = processComparisonData( args.comparison_data, period1Range, period2Range, metrics ); // Save comparison files if requested if (saveToFile && args.comparison_data.html && args.comparison_data.markdown) { const files = []; const filenameBase = `period-comparison-${period1Range.startDate}-vs-${period2Range.startDate}`; if (outputFormat === 'both' || outputFormat === 'html') { const htmlPath = await saveSummary( args.comparison_data.html, `${filenameBase}.html` ); files.push(htmlPath); } if (outputFormat === 'both' || outputFormat === 'markdown') { const mdPath = await saveSummary( args.comparison_data.markdown, `${filenameBase}.md` ); files.push(mdPath); } result.files_saved = files; result.message = `Period comparison completed and saved to ${files.length} file(s).`; } } return result; } catch (error) { if (error.code) { throw error; } throw { code: 'COMPARISON_FAILED', message: 'Failed to compare periods', details: error.message, }; } }
  • Input schema defining parameters for period1, period2 (with dates), metrics, output_format, and save_to_file for the compare_periods tool.
    inputSchema: { type: 'object', properties: { period1: { type: 'object', description: 'First period to compare', properties: { start_date: { type: 'string', pattern: '^\\d{4}-\\d{2}-\\d{2}$', }, end_date: { type: 'string', pattern: '^\\d{4}-\\d{2}-\\d{2}$', }, }, required: ['start_date', 'end_date'], }, period2: { type: 'object', description: 'Second period to compare', properties: { start_date: { type: 'string', pattern: '^\\d{4}-\\d{2}-\\d{2}$', }, end_date: { type: 'string', pattern: '^\\d{4}-\\d{2}-\\d{2}$', }, }, required: ['start_date', 'end_date'], }, metrics: { type: 'array', items: { type: 'string', enum: ['meetings', 'slack', 'email', 'focus_time', 'all'], }, description: 'Metrics to compare (default: all)', default: ['all'], }, output_format: { type: 'string', enum: ['both', 'html', 'markdown'], description: 'Output format(s) to generate (default: both)', default: 'both', }, save_to_file: { type: 'boolean', description: 'Whether to save comparison to summaries directory (default: true)', default: true, }, }, required: ['period1', 'period2'], },
  • Tool registration in the main handler switch statement, dispatching calls to the comparePeriods function.
    case 'compare_periods': result = await comparePeriods(args); break;
  • Helper function to calculate absolute and percentage changes, directions for key metrics between two periods' stats.
    function calculateChanges(stats1, stats2) { const changes = {}; // Helper to calculate change const calcChange = (val1, val2, unit = '') => { const diff = val2 - val1; const percentage = val1 !== 0 ? ((diff / val1) * 100).toFixed(1) : 0; const direction = diff > 0 ? 'increase' : diff < 0 ? 'decrease' : 'no change'; return { value: `${diff > 0 ? '+' : ''}${diff}${unit}`, percentage: `${percentage > 0 ? '+' : ''}${percentage}%`, direction, }; }; // Meeting hours if (stats1.meeting_hours !== undefined && stats2.meeting_hours !== undefined) { changes.meeting_hours = calcChange(stats1.meeting_hours, stats2.meeting_hours, ' hours'); } // Slack messages if (stats1.slack_messages !== undefined && stats2.slack_messages !== undefined) { changes.slack_messages = calcChange(stats1.slack_messages, stats2.slack_messages, ' messages'); } // Emails if (stats1.emails_sent !== undefined && stats2.emails_sent !== undefined) { changes.emails_sent = calcChange(stats1.emails_sent, stats2.emails_sent, ' emails'); } // Focus time if (stats1.focus_time_hours !== undefined && stats2.focus_time_hours !== undefined) { changes.focus_time_hours = calcChange(stats1.focus_time_hours, stats2.focus_time_hours, ' hours'); } return changes; }
  • Helper function generating detailed Markdown instructions for data collection and analysis for period comparison.
    } /** * Generate comparison instructions */ function generateComparisonInstructions(period1, period2, metrics) {

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