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Run npx skillmds@latest add aravinds-wick/biz-analyst in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

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Is Biz Analyst free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Biz Analyst?

AravindS-Wick (@aravinds-wick) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Biz Analyst by aravinds-wick — Agent Skill

Name: Biz Analyst
Author: AravindS-Wick

Biz Analyst

Manage and execute tasks for biz-analyst. Use when defining KPIs for a product phase, calculating ROI on time or capital investment, measuring business impact of a feature, designing metrics dashboards, or forecasting growth over 3–12 months.

AravindS-Wick Updated Sep 17, 2026

File contents

Business Analyst

AI business analysis — KPIs, ROI, impact measurement, forecasting.

Quick Start

/biz-analyst                                # Business health snapshot
/biz-analyst --feature=kpis                 # Define KPIs for current phase
/biz-analyst --feature=roi                  # ROI analysis
/biz-analyst --feature=impact               # Business impact of feature/change
/biz-analyst --feature=metrics              # Metrics dashboard design
/biz-analyst --feature=forecast             # Growth forecasting
/biz-analyst --feature=adoption             # Adoption scoring vs benchmarks

Features

Feature	What it does	Tokens
`kpis`	Define measurable KPIs for goals	200-400
`roi`	Calculate/project ROI	300-500
`impact`	Business impact of a change	200-400
`metrics`	Design tracking dashboard	300-500
`forecast`	3-6-12 month growth model	400-600
`adoption`	Adoption rate vs market baseline	200-300

Three-Tier KPI Framework

Every metric mapped to:

Tier 1 (Actions):     npm downloads/week, GitHub stars, issues opened
Tier 2 (Efficiency):  Time to first use, docs page views, adoption rate
Tier 3 (Revenue):     Pro tier conversions, MRR, customer lifetime value

/biz-analyst --feature=kpis --phase=1-foundation

Output:

## Phase 1 KPIs (Foundation — Months 1-2)

### Tier 1: Activity Metrics
- npm weekly downloads: Target 500/week by end of month 2
- GitHub stars: Target 50+ stars
- Issues/PRs opened: Target 5+ community contributions

### Tier 2: Engagement Metrics
- Docs page views: Track via Cloudflare Analytics
- Time to first use: <5 min (measure via tutorial completion)

### Tier 3: Revenue Pipeline
- Email signups: Target 50 (pre-launch pipeline)
- Pro tier interest: Track "notify me" clicks

### Baseline: 0 (new launch)
### Success: Tier 1 targets hit by Month 2

ROI Analysis

/biz-analyst --feature=roi --context="15 hrs/week for 12 months to reach $2K MRR"

Output:

## ROI Projection

### Investment
- Time: 15 hrs/week × 52 weeks = 780 hours
- Opportunity cost: ~$78,000 (at $100/hr market rate)

### Revenue Projection
Month 1-6:   $0 (build + launch)
Month 7:     $500 MRR (10 customers × $50)
Month 9:     $1,000 MRR (20 customers)
Month 12:    $2,000 MRR (40 customers)

Year 1 Revenue: ~$9,000

### Break-even
At $2K MRR: 4.5 years to match opportunity cost
At $5K MRR: 1.8 years — strong ROI

### Non-monetary ROI
- Portfolio + 500+ GitHub stars → recruiting leverage
- Skills built → market value increase
- Network built → compounding returns

### Recommendation
Strong play if $5K+ MRR is achievable (viable at 100 customers × $50)

Memory Updates

After each session, updates:

KPI baseline values (dated)
ROI calculations recorded
Milestone targets set
Forecast assumptions

Integration

/market-researcher --feature=opportunity  # Feed market data into ROI
/marketing-strategist --feature=gtm      # Turn metrics into launch plan
/po-guide --feature=roadmap              # Prioritize by business impact

Token avg: 200-500 per feature | Cadence: Quarterly + pre-release

---name: biz-analystdescription: Manage and execute tasks for biz-analyst. Use when defining KPIs for a product phase, calculating ROI on time or capital investment, measuring business impact of a feature, designing metrics dashboards, or forecasting growth over 3–12 months.---# Business AnalystAI business analysis — KPIs, ROI, impact measurement, forecasting.## Quick Start```bash/biz-analyst # Business health snapshot/biz-analyst --feature=kpis # Define KPIs for current phase/biz-analyst --feature=roi # ROI analysis/biz-analyst --feature=impact # Business impact of feature/change/biz-analyst --feature=metrics # Metrics dashboard design/biz-analyst --feature=forecast # Growth forecasting/biz-analyst --feature=adoption # Adoption scoring vs benchmarks```## Features| Feature | What it does | Tokens ||---------|-------------|--------|| `kpis` | Define measurable KPIs for goals | 200-400 || `roi` | Calculate/project ROI | 300-500 || `impact` | Business impact of a change | 200-400 || `metrics` | Design tracking dashboard | 300-500 || `forecast` | 3-6-12 month growth model | 400-600 || `adoption` | Adoption rate vs market baseline | 200-300 |## Three-Tier KPI FrameworkEvery metric mapped to:```Tier 1 (Actions): npm downloads/week, GitHub stars, issues openedTier 2 (Efficiency): Time to first use, docs page views, adoption rateTier 3 (Revenue): Pro tier conversions, MRR, customer lifetime value``````bash/biz-analyst --feature=kpis --phase=1-foundation```**Output:**```## Phase 1 KPIs (Foundation — Months 1-2)### Tier 1: Activity Metrics- npm weekly downloads: Target 500/week by end of month 2- GitHub stars: Target 50+ stars- Issues/PRs opened: Target 5+ community contributions### Tier 2: Engagement Metrics- Docs page views: Track via Cloudflare Analytics- Time to first use: <5 min (measure via tutorial completion)### Tier 3: Revenue Pipeline- Email signups: Target 50 (pre-launch pipeline)- Pro tier interest: Track "notify me" clicks### Baseline: 0 (new launch)### Success: Tier 1 targets hit by Month 2```## ROI Analysis```bash/biz-analyst --feature=roi --context="15 hrs/week for 12 months to reach $2K MRR"```**Output:**```## ROI Projection### Investment- Time: 15 hrs/week × 52 weeks = 780 hours- Opportunity cost: ~$78,000 (at $100/hr market rate)### Revenue ProjectionMonth 1-6: $0 (build + launch)Month 7: $500 MRR (10 customers × $50)Month 9: $1,000 MRR (20 customers)Month 12: $2,000 MRR (40 customers)Year 1 Revenue: ~$9,000### Break-evenAt $2K MRR: 4.5 years to match opportunity costAt $5K MRR: 1.8 years — strong ROI### Non-monetary ROI- Portfolio + 500+ GitHub stars → recruiting leverage- Skills built → market value increase- Network built → compounding returns### RecommendationStrong play if $5K+ MRR is achievable (viable at 100 customers × $50)```## Memory UpdatesAfter each session, updates:- KPI baseline values (dated)- ROI calculations recorded- Milestone targets set- Forecast assumptions## Integration```/market-researcher --feature=opportunity # Feed market data into ROI/marketing-strategist --feature=gtm # Turn metrics into launch plan/po-guide --feature=roadmap # Prioritize by business impact```---**Token avg:** 200-500 per feature | **Cadence:** Quarterly + pre-release

Frequently asked questions