Kanban Flow Analyzer
Analyze Kanban board data to identify bottlenecks and optimize team flow
What You Can Do
You can systematically diagnose flow problems in your Kanban board by analyzing stage-by-stage work accumulation, cycle time patterns, and throughput trends. The skill generates flow metrics dashboards, identifies capacity constraints, forecasts delivery dates based on historical data, and produces prioritized improvement recommendations with estimated impact—giving you objective evidence to guide WIP adjustments, process changes, and retrospective discussions.
Features
Calculate cycle time, throughput, WIP efficiency, and SLA compliance across all board stages
Pinpoint stages where work accumulates, quantify frequency and impact, and identify systemic constraints
Generate delivery date estimates and throughput projections based on historical velocity patterns
Prioritize flow interventions (WIP limit changes, process redesign, resource reallocation) with estimated ROI
Break down total cycle time by stage to reveal where time is spent versus where work stalls
Track compliance rates and identify which work classes or item types miss deadlines most often
Data-driven prompts and discussion templates for flow-focused team retrospectives
Detect throughput variations, identify recurring congestion windows, and forecast seasonal impacts
Example Output
Flow Metrics Summary:
- Average cycle time: 12.3 days (target: 8 days)
- Monthly throughput: 34 items
- WIP efficiency: 68% (work actively progressing vs. waiting)
- SLA compliance: 78% (target: 95%)
Bottleneck Analysis:
- Code Review stage: 4.2 days average dwell time (43% of total cycle time)
- Test/QA stage: Work accumulates to 6–8 items on Fridays; Monday releases clear queue
- Deployment: 2–3 day variance due to manual coordination
Top 3 Improvement Recommendations:
- Reduce Code Review WIP limit from 8 to 5 and establish 4-hour review SLA → Estimated 2-day cycle time reduction
- Shift QA testing earlier (pair with dev) → Reduce Test stage dwell time by 40%
- Automate deployment checklist → Stabilize deployment stage variance to <8 hours
What's Included
- kanban-flow-analyzer SKILL.md: Complete system prompt for analyzing board data, calculating metrics, and generating recommendations
- Flow metrics template: Spreadsheet calculator for cycle time, throughput, WIP, and SLA tracking
- Bottleneck analysis worksheet: Stage-by-stage accumulation tracker with frequency and impact assessment
- Improvement prioritization framework: Scoring matrix to rank flow interventions by effort and estimated cycle time reduction
- Retrospective facilitation guide: Data-driven discussion prompts and action item templates for flow-focused retrospectives
Who It's For
- Scrum Masters — Diagnose flow problems objectively and guide team process improvements with data
- Kanban coaches — Analyze board health across multiple teams and benchmark flow metrics
- Engineering managers — Forecast delivery dates, manage stakeholder expectations, and justify WIP limit and process changes
- Delivery leads — Identify why cycle times are inconsistent and prioritize capacity constraints to fix
- Product owners — Understand which work stages delay delivery most and negotiate realistic commit dates
Best For
- Measuring and communicating flow health to leadership and stakeholders with quantified bottleneck analysis
- Designing or adjusting WIP limits based on real throughput data and stage-specific accumulation patterns
- Forecasting delivery dates and projecting throughput for quarterly planning and commitment conversations
- Preparing data-driven retrospectives focused on flow optimization rather than individual performance
- Evaluating the impact of process changes (new definition of done, deployment automation, team restructuring) on cycle time
You might also like
Create comprehensive KPI dashboards that track supply chain performance across cost, quality, delivery, and service metrics. Automate variance analysis to identify root causes of performance deviations and generate executive-level reports that translate operational data into actionable insights for leadership and stakeholders.
by skillslib
You'll design robust SCADA system architectures, configure industrial protocols (Modbus, Profibus, OPC-UA, DNP3), and diagnose connectivity and performance issues across distributed control networks. Get step-by-step configuration guidance, integration workflows, and troubleshooting decision trees tailored to your specific hardware and protocol stack.
by skillslib
You can establish systematic color grading workflows that accelerate project delivery, ensure visual consistency across episodes and projects, and maintain broadcast-quality standards. Claude generates reusable templates, quality control checklists, and grading decision frameworks tailored to your project's color science and deliverable requirements.
by skillslib
You'll build complete activation funnels by analyzing user behavior, identifying conversion bottlenecks, and designing targeted onboarding campaigns. Claude creates customer journey maps, funnel stage definitions, engagement messaging frameworks, and A/B testing strategies tailored to your product and audience.
by skillslib
Use Claude to automate your entire collection workflow, from first touch to recovery, with legally sound escalation protocols. You'll recover more money in less time, reduce bad debt write-offs by 25-40%, and build defensible collection records that withstand legal scrutiny. Claude handles customized demand letters, compliance validation, debtor profiling, and escalation strategies tailored to account age, debtor behavior, and jurisdiction.
by skillslib
You can conduct comprehensive active transportation network audits that identify missing links, connectivity gaps, and underserved communities. Claude helps you prioritize infrastructure investments against limited budgets using equity screening, mode-share modeling, and cost-benefit analysis—producing client-ready documentation and stakeholder presentations that justify infrastructure decisions with quantitative evidence rather than assumptions.
by skillslib
This skill automates your entire editorial workflow from draft to publication, orchestrating peer reviews across your team while enforcing brand consistency checks. You can scale your publishing operations without adding staff by using Claude to synthesize reviewer feedback, validate editorial standards, and determine publishing readiness. Every piece maintains your brand voice and meets quality criteria before going live.
by skillslib
This skill helps you troubleshoot Wwise integration issues, diagnose audio performance bottlenecks, and generate comprehensive documentation for interactive audio specifications. You'll get step-by-step fixes for common implementation problems, performance optimization strategies, and best practices for audio systems across different game engines and platforms.
by skillslib