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Annual Report Generator

by @1kalin

Generates a comprehensive annual business report with financials, operations, strategic highlights, risks, and forward-looking guidance from your company data.

Versionv1.0.0
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πŸ“– About This Skill

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

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

    1. Revenue figures β€” Monthly or quarterly, by product/segment if available 2. Expense data β€” By category (payroll, COGS, SGA, R&D) 3. Customer metrics β€” Total customers, churn, NRR, NPS, ARR 4. Headcount β€” Start/end of year, by department 5. Key milestones β€” 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 | β€” | β€” | β€”% | | Gross Margin | β€” | β€” | β€”pp | | EBITDA | β€” | β€” | β€”% | | Net Income | β€” | β€” | β€”% | | Cash Position | β€” | β€” | β€” |

    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 β†’ 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 metrics:

  • Revenue per employee (benchmark: $200-300K for SaaS)
  • Employee satisfaction/eNPS
  • Turnover rate (benchmark: <15%)
  • Key hires and departures
  • 4. Strategic Highlights

  • Top 3-5 achievements with business impact
  • Product milestones and roadmap delivery
  • Market expansion (new segments, geographies)
  • Partnership and channel developments
  • Brand and thought leadership wins
  • 5. Risk Register

    | Risk | Likelihood | Impact | Mitigation | Status | |------|-----------|--------|------------|--------| | Market contraction | Medium | High | Diversified segments | Monitoring | | Key person dependency | Medium | High | Cross-training program | In progress | | Competitive pressure | High | Medium | Innovation velocity | Active |

    6. Forward Guidance

  • Revenue target and growth assumptions
  • Key initiatives for next year (max 5)
  • Planned investments (headcount, product, market)
  • Metrics to watch
  • Scenarios: bear / base / bull
  • Benchmarks by Company Stage

    | Stage | Revenue Growth | Burn Multiple | Rule of 40 | |-------|---------------|---------------|------------| | Seed–A | 100-300% | <2x | N/A | | Series B | 80-150% | <1.5x | >20 | | Series C | 50-80% | <1x | >30 | | Growth | 30-50% | <0.8x | >40 | | Scale | 20-30% | Profitable | >40 |

    Presentation Tips

  • Lead with the story, support with numbers β€” Don't dump data. Frame each section around a narrative.
  • Honest about misses β€” Credibility comes from acknowledging what didn't work.
  • Forward-looking > backward-looking β€” Investors care more about where you're going.
  • Consistent formatting β€” Same metrics, same definitions, year over year.
  • One page per section β€” Force prioritization. If it doesn't fit one page, it's not tight enough.
  • Useful Formulas

    Gross Margin = (Revenue - COGS) / Revenue
    EBITDA Margin = EBITDA / Revenue
    Rule of 40 = Revenue Growth % + EBITDA Margin %
    Burn Multiple = Net Burn / Net New ARR
    Magic Number = Net New ARR / Prior Quarter S&M Spend
    CAC Payback = CAC / (ARPA Γ— Gross Margin)
    LTV = ARPA Γ— Gross Margin / Monthly Churn Rate
    


    Built by AfrexAI β€” AI context packs that make your agents actually useful.

    Get the full toolkit:

  • AI Revenue Calculator β€” Find where you're losing money
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  • Context Packs Store β€” Industry-specific agent intelligence ($47/pack)