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Afrexai Annual Report

Annual Report Generator

1kalin0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install 1kalin/afrexai-annual-report

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Skill instructions

Annual Report Generator

Build a complete annual business report from raw data. Covers financial performance, operational metrics, strategic highlights, and forward-looking guidance.

What This Skill Does

Takes your company data and generates a board-ready annual report with:

  • Financial Summary — Revenue, COGS, gross margin, EBITDA, net income, YoY comparisons
  • Operational Metrics — Headcount, productivity ratios, customer metrics, unit economics
  • Strategic Review — Key wins, market position, competitive landscape, risks addressed
  • Forward Guidance — Next-year targets, strategic priorities, investment thesis, risk outlook

How to Use

Tell your agent: "Generate our annual report" and provide:

  1. Revenue figures — Monthly or quarterly, by product/segment if available
  2. Expense data — By category (payroll, COGS, SGA, R&D)
  3. Customer metrics — Total customers, churn, NRR, NPS, ARR
  4. Headcount — Start/end of year, by department
  5. Key milestones — Product launches, partnerships, funding, market expansion

Report Structure

1. Executive Summary (1 page)
  • Year in review headline
  • 3-5 key metrics with YoY change
  • CEO/founder letter themes
2. Financial Performance
Metric This Year Last Year Change
Revenue — — —%
Gross Margin — — —pp
EBITDA — — —%
Net Income — — —%
Cash Position — — —

Revenue breakdown by:

  • Product/service line
  • Geography
  • Customer segment
  • New vs expansion vs renewal

Expense analysis:

  • Cost structure breakdown (% of revenue)
  • Headcount cost per employee
  • R&D as % of revenue (benchmark: 15-25% for SaaS)
  • SGA efficiency ratio
3. Operational Review

Customer metrics:

  • Total customers (start → end)
  • Logo churn rate (benchmark: <10% annually)
  • Net Revenue Retention (benchmark: >110% for B2B SaaS)
  • CAC and LTV with ratio (target: >3x)
  • NPS or CSAT scores

**Team...

Source information

Source
github
Repository
openclaw/skills
Path
skills/1kalin/afrexai-annual-report
Version
—
Commit
dbb2dba027ff4d3a255e42249ea8268b04b9d25c
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

README

Annual Report Generator

Generate board-ready annual business reports from your raw data. Financial performance, operational metrics, strategic review, and forward guidance — all in one structured output.

Who it's for: Founders, CFOs, Chiefs of Staff, finance teams preparing year-end reporting.

What you get:

  • Financial summary with YoY comparisons and benchmarks
  • Operational metrics (customer health, unit economics, team productivity)
  • Strategic highlights and risk register
  • Forward guidance with bear/base/bull scenarios
  • Stage-appropriate benchmarks (Seed through Scale)

Install

clawhub install afrexai-annual-report

Links

Extracted content

SKILL.md
# Annual Report Generator

Build a complete annual business report from raw data. Covers financial performance, operational metrics, strategic highlights, and forward-looking guidance.

## What This Skill Does

Takes your company data and generates a board-ready annual report with:

- **Financial Summary** — Revenue, COGS, gross margin, EBITDA, net income, YoY comparisons
- **Operational Metrics** — Headcount, productivity ratios, customer metrics, unit economics
- **Strategic Review** — Key wins, market position, competitive landscape, risks addressed
- **Forward Guidance** — Next-year targets, strategic priorities, investment thesis, risk outlook

## How to Use

Tell your agent: "Generate our annual report" and provide:

1. **Revenue figures** — Monthly or quarterly, by product/segment if available
2. **Expense data** — By category (payroll, COGS, SGA, R&D)
3. **Customer metrics** — Total customers, churn, NRR, NPS, ARR
4. **Headcount** — Start/end of year, by department
5. **Key milestones** — Product launches, partnerships, funding, market expansion

## Report Structure

### 1. Executive Summary (1 page)
- Year in review headline
- 3-5 key metrics with YoY change
- CEO/founder letter themes

### 2. Financial Performance
| Metric | This Year | Last Year | Change |
|--------|-----------|-----------|--------|
| Revenue | — | — | —% |
| Gross Margin | — | — | —pp |
| EBITDA | — | — | —% |
| Net Income | — | — | —% |
| Cash Position | — | — | — |

**Revenue breakdown** by:
- Product/service line
- Geography
- Customer segment
- New vs expansion vs renewal

**Expense analysis:**
- Cost structure breakdown (% of revenue)
- Headcount cost per employee
- R&D as % of revenue (benchmark: 15-25% for SaaS)
- SGA efficiency ratio

### 3. Operational Review
**Customer metrics:**
- Total customers (start → end)
- Logo churn rate (benchmark: <10% annually)
- Net Revenue Retention (benchmark: >110% for B2B SaaS)
- CAC and LTV with ratio (target: >3x)
- NPS or CSAT scores

**Team...
README
# Annual Report Generator

Generate board-ready annual business reports from your raw data. Financial performance, operational metrics, strategic review, and forward guidance — all in one structured output.

**Who it's for:** Founders, CFOs, Chiefs of Staff, finance teams preparing year-end reporting.

**What you get:**
- Financial summary with YoY comparisons and benchmarks
- Operational metrics (customer health, unit economics, team productivity)
- Strategic highlights and risk register
- Forward guidance with bear/base/bull scenarios
- Stage-appropriate benchmarks (Seed through Scale)

## Install

```
clawhub install afrexai-annual-report
```

## Links

- [AI Revenue Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — Find where your business is leaking money
- [Context Packs Store](https://afrexai-cto.github.io/context-packs/) — Industry-specific AI agent intelligence ($47/pack)
- [Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/) — Deploy your first AI agent in 15 minutes

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