Jira MCP Toolset

/** * Duration Anomalies Identifier * * This module analyzes issues to detect unusual or anomalous durations in their lifecycle. * It examines various metrics such as in-progress duration, sprint reassignments, and status * cycling to identify issues that deviate from expected patterns. By flagging these anomalies, * the module helps teams identify process bottlenecks, delivery risks, and opportunities for * improving workflow efficiency. The analysis takes into account issue type-specific expectations * and organizational norms to provide context-aware anomaly detection. */ import { checkIssueTypeTimeline } from './anomalies/checkIssueTypeTimeline' import { checkLongDuration } from './anomalies/checkLongDuration' import { checkSprintBoundaries } from './anomalies/checkSprintBoundaries' import { checkStatusCycling } from './anomalies/checkStatusCycling' import { checkVelocityIssues } from './anomalies/checkVelocityIssues' import type { JiraIssue } from '../../../types/issue.types' /** * Identifies anomalies in the time spent on a Jira issue * @param issue Jira issue * @param inProgressDays Business days the issue has been in progress * @param sprintReassignments Number of sprint reassignments * @param pointToDurationRatio Story points to duration ratio * @param statusCyclingTotal Total number of status revisits * @returns Array of anomaly messages */ export function identifyDurationAnomalies( issue: JiraIssue, inProgressDays: number | null, sprintReassignments: number, pointToDurationRatio: number | null, statusCyclingTotal: number, ): string[] { const anomalies: string[] = [] // Check for long duration const longDurationAnomaly = checkLongDuration(inProgressDays) if (longDurationAnomaly) { anomalies.push(longDurationAnomaly) } // Check for sprint boundary issues const sprintBoundaryAnomaly = checkSprintBoundaries(sprintReassignments) if (sprintBoundaryAnomaly) { anomalies.push(sprintBoundaryAnomaly) } // Check for velocity issues const velocityAnomalies = checkVelocityIssues(pointToDurationRatio) if (velocityAnomalies.length > 0) { anomalies.push(...velocityAnomalies) } // Check for status cycling const statusCyclingAnomaly = checkStatusCycling(statusCyclingTotal) if (statusCyclingAnomaly) { anomalies.push(statusCyclingAnomaly) } // Check for issue type specific anomalies const issueType = issue.fields.issuetype.name const issueTypeAnomalies = checkIssueTypeTimeline(issueType, inProgressDays) if (issueTypeAnomalies.length > 0) { anomalies.push(...issueTypeAnomalies) } return anomalies }