agile-metrics-calculator

Included with Lifetime

$97 forever

Calculate and analyze Agile delivery metrics including velocity, burndown, and flow metrics

General

What this skill does


# Agile Metrics Calculator

## Overview

The Agile Metrics Calculator skill provides comprehensive calculation and analysis of Agile delivery metrics. It supports Scrum, Kanban, and hybrid methodologies with velocity tracking, burndown/burnup charts, flow metrics, and predictive forecasting using statistical methods.

## Capabilities

### Velocity Metrics
- Calculate team velocity with running averages
- Track velocity trends and stability
- Compute velocity range (min, max, average)
- Factor in team capacity changes
- Calculate normalized velocity per team member

### Burndown and Burnup Charts
- Generate sprint burndown charts
- Generate release burnup charts
- Calculate ideal trendlines
- Show scope change impact
- Project completion dates

### Flow Metrics (Kanban)
- Calculate cycle time and lead time
- Analyze throughput trends
- Calculate flow efficiency
- Generate cumulative flow diagrams (CFD)
- Identify bottlenecks and blockers

### Forecasting
- Perform Monte Carlo forecasting
- Calculate probability distributions for completion
- Generate confidence intervals
- Compute predictability metrics
- Support "how many" and "when" forecasts

## Usage

### Input Requirements
- Sprint/iteration data with story points
- Work item history with state transitions
- Team capacity information
- Backlog with estimates
- Optional: Historical velocity data

### Output Deliverables
- Velocity charts and statistics
- Burndown/burnup visualizations
- Flow metrics report (cycle time, throughput)
- Cumulative flow diagram
- Monte Carlo forecast with confidence levels

### Example Use Cases
1. **Sprint Planning**: Use velocity for capacity planning
2. **Release Planning**: Forecast release dates with confidence
3. **Flow Optimization**: Analyze CFD to identify bottlenecks
4. **Team Improvement**: Track predictability trends

## Process Integration

This skill integrates with the following processes:
- agile-metrics-velocity.js
- Sprint Planning and Backlog Refinement
- Kanban Flow Optimization
- Release Forecasting

## Dependencies

- Statistical analysis libraries
- Time series analysis
- Probability calculations
- Visualization libraries

## Related Skills

- SK-010: Sprint Planning Calculator
- SK-015: Retrospective Facilitator
- SK-016: Kanban Board Analyzer

Files: 1

Size: 2.5 KB

Complexity: 10/100

Category: General

Source: https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/business/project-management/skills/agile-metrics-calculator

Related in General

modeling-omnistudio-epc-catalog

Included

Salesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).

Generalscripts

relationship-science-coach

Included

Use this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.

Generalscripts

building-sf-integrations

Included

Salesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).

Generalscripts

venue-templates

Included

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.

Generalscripts

let-fate-decide

Included

Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.

Generalscripts

net-ops

Included

Cross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.

Generalscripts