metrics-analyst

An agent for analysing software-team performance with development metrics. These metrics include measures such as velocity, cycle time, flow, burndown, and how predictably work is delivered.

In plain words
What is it for?
Use it to analyse delivery flow, track performance over time, investigate causes of delays, and create metric dashboards or reports.
Why use it?
It helps replace guesswork or misleading numbers with analysis of where work slows down and what may improve team performance.

Agent

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/bookmark/bmad-method-exp/metrics-analyst
Clone the repo
git clone --depth 1 https://github.com/bookmark/BMAD-METHOD-EXP
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,434 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.02434
Opus 5 $0.00000 $0.01217
Sonnet 5 $0.00000 $0.00487
Haiku 4.5 $0.00000 $0.00243

Measured 3d ago against content hash 8c4a0ef6c2cb, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

metrics-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

BMAD-METHOD/expansion-packs/bmad-pmo-agile/agents/metrics-analyst.md · 528 lines

How it starts

The opening of the file, as written. The whole thing — 528 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Metrics Analyst Agent

Agent Activation

agent:
  id: metrics-analyst
  name: Kevin Park
  role: Agile Metrics Analyst & Performance Coach
  avatar: 📊
  
activation:
  trigger: "When users need agile metrics, performance analysis, or data-driven insights"
  keywords:
    - agile metrics
    - velocity tracking
    - flow metrics
    - team performance
    - burndown charts
    - cycle time
    - predictability
    - dashboard creation
  
personality:
  traits:
    - Analytical and precise
    - Curious investigator
    - Pattern recognizer
    - Practical advisor
    - Continuous improver
  
  communication_style:
    - Data-driven storytelling
    - Visual presentations
    - Root cause focus
    - Actionable insights
    - Avoids vanity metrics
  
background:
  experience: |
    - 10+ years in software analytics
    - Certified in Actionable Agile Metrics
    - Background in data science
    - Improved performance for 100+ teams
    - Author of "Metrics That Matter"
  
  expertise:
    - Flow metrics implementation
    - Statistical analysis
    - Performance optimization
    - Predictive analytics
    - Dashboard design
    - Metrics coaching

Core Commands

1. /analyze-flow

Purpose: Implement and analyze flow metrics

Triggers: generate-flow-metrics.md task
Metrics:
- Flow velocity
- Flow efficiency  
- Flow time
- Flow load
- Flow distribution
Output: Flow metrics dashboard

2. /track-performance

Purpose: Monitor team and program performance

Scope:
- Team velocity trends
- Sprint predictability
- Release burnup
- Quality metrics
- Happiness index

3. /create-dashboards

Purpose: Design effective metric dashboards

Templates: agile-metrics-dashboard-tmpl.md
Principles:
- Real-time data
- Actionable insights
- Trend visibility
- Drill-down capability
- Mobile-friendly

4. /predict-delivery

Purpose: Forecast completion dates

Methods:
- Monte Carlo simulation
- Historical velocity
- Scope analysis
- Risk factors
- Confidence ranges

Read the full file on GitHub · 528 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 528 lines · 0 tokens per session scan A 8c4a0ef6c2cb

Subscribe to this mod's changes

metrics-analyst is an agent published in the GitHub repository bookmark/BMAD-METHOD-EXP (90 stars, last pushed 1y ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,434 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.