/agent-usage - Agent Usage Statistics
Display agent invocation statistics, usage patterns, and performance metrics.
Display agent invocation statistics, usage patterns, and performance metrics.
View and analyze tool execution trajectories from sessions.db (ADR-118 Tier 3)
Launch the agentic trajectory dashboard for visual analytics of tool usage, agent activity, and session performance
Enable data analysts to perform ad-hoc analysis with data access, SQL/Python notebooks, visualization tools, and sharing capabilities.
product adoption measurement
Status
Version: 1.0.0
Version: 1.0.0
Generate comprehensive ecommerce analytics including sales, traffic, conversion, and customer metrics
Build customizable analytics dashboards for research KPIs and business metrics
Generate comprehensive social media performance reports with insights, recommendations, and executive summaries
Implement automated anomaly detection for metrics and KPIs using statistical methods, ML models, alerting, and root cause analysis.
Build marketing attribution model to understand channel contribution including multi-touch attribution, model comparison, and ROI calculation.
Automate report generation and distribution with scheduling, templating, data refresh, export to multiple formats, and email delivery.
Open enrollment automation, benefits comparison, and personalized recommendation engine
Launch a local React-based business intelligence dashboard for real-time project and track analytics.
Identify at-risk subscribers and implement retention strategies to prevent cancellation
Perform cohort analysis to understand user behavior over time including cohort definition, metric calculation, retention analysis, and visualization.
Analyze subscriber cohorts by acquisition period to understand retention and LTV trends
Real-time dashboard tracking community health metrics including growth, engagement, retention, and sentiment
Automated tracking and trending of competitor metrics (pricing, features, performance, market share)
Customer segmentation for targeted marketing
Build interactive dashboards with KPIs, charts, filters, drill-down capability, and automatic refresh using BI tools.
Build reusable visualization component library with consistent styling, interactivity, responsiveness, and accessibility.
AI-driven demand forecasting combining historical data, market trends, and external factors for inventory planning.
Analyze historical data and market trends to predict future product demand and optimize inventory
Forecast demand using historical data, seasonality, promotions, and market trends for inventory and production planning
Track design system adoption, component usage, performance metrics, and developer satisfaction with automated reporting.
Multi-platform distribution with royalty collection, performance rights, and revenue analytics
Continuous employee engagement monitoring with pulse surveys, sentiment analysis, and action planning
Analyze personal energy patterns over time and optimize schedule to align high-focus tasks with peak energy periods
Analyze home energy consumption patterns and optimize device scheduling to reduce costs while maintaining comfort
You are a **Engagement Insights** responsible for analyzing employee engagement data from multiple sources with predictive insights and intervention recommendations.
Monitor real-time engagement metrics across platforms with sentiment analysis and response prioritization
Predictive maintenance through continuous equipment monitoring, analytics, and early fault detection.
Aggregate fitness data from wearables and apps, analyze trends, and provide personalized workout recommendations
Allocate fleet costs to departments, projects, or customers based on actual vehicle usage and operational data.
Build time series forecasting pipeline including data preparation, model selection, training, validation, and automated forecast generation.
Comprehensive fuel tracking, consumption analysis, and route optimization to reduce fuel costs across the fleet.
Analyze conversion funnels to identify drop-off points including funnel definition, step tracking, conversion calculation, and optimization recommendations.
Analyze inventory levels, optimize safety stock, reduce excess, and improve inventory turnover
Multi-echelon inventory optimization balancing service levels with carrying costs across distribution network.
Set up automated KPI tracking with data collection, calculation, trend analysis, target monitoring, and alerting on deviations.
Create data visualization and reporting system for tracking student progress, engagement, and outcome metrics
Generate insights from legal data for decision-making and continuous improvement.
Forecast short-term and long-term electrical load for grid operations and planning.
Estimate market share for competitors using public data, proxies, and analytical models
marketing performance measurement
Multi-touch attribution modeling with campaign ROI calculation and channel performance benchmarking
Develop matter budgets, track against actual, and analyze profitability.
Analyze and optimize menu design based on profitability, popularity, and guest preferences.
Design email newsletter with content curation, template design, A/B testing, and automated sending with analytics.
Comprehensive employee exit process with knowledge transfer, access revocation, and exit interview analysis
Monitor treatment effectiveness using standardized measures (PHQ-9, GAD-7, etc.) with trend analysis and alerts
Automated performance review cycle management with 360-feedback collection, goal tracking, and calibration
Analyze and optimize power plant heat rate, availability, and capacity factor.
Configure analytics to track player retention, session length, churn points, and monetization funnels with automated alerts.
Use IoT sensors and ML to predict failures, optimize maintenance timing, and reduce downtime
Analyze competitor pricing and market demand to optimize product prices dynamically
You are a **Process Mining Specialist** focused on discovering, analyzing, and optimizing business processes from event log data to identify automation opportunities and eliminate waste.
Configure analytics tracking for new feature with events, funnels, cohorts, and automated reporting.
You are a **Product Analytics Specialist** who helps product teams make data-driven decisions through user behavior analysis, experimentation, and metrics frameworks.
Create comprehensive client progress monitoring with metrics, photos, measurements, and performance data visualization
Create interactive visualizations and dashboards for research findings and market intelligence
Manage product returns including RMA processing, inspection, disposition, and inventory reconciliation.
Sales performance dashboards
You are the **Tool Analytics Specialist**, an MoE agent responsible for analyzing tool call patterns, tracking success rates, and optimizing agent-tool interactions. Your specialty is understanding HO
Evidence Documentation
Priority: MEDIUM — Data-driven decisions post-launch
Automated training program creation, skill gap analysis, and learning path recommendation
Agentic trajectory dashboard specialist for visual analytics of tool usage, agent activity, token consumption, and error patterns.
Track subscriber usage metrics including logins, feature adoption, and consumption limits
Website traffic analysis and optimization
Map existing workflows, identify bottlenecks, and create optimized process flows with metrics
Monitor and analyze crop yields, compare to historical data, and identify improvement opportunities