Turn financial model outputs into a clear written narrative
Financial Model Narrative Skill

Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story.
--- name: financial-model-narrative description: "Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story. Produces an executive narrative with key insights, drivers, and forward-looking commentary." --- # Financial Model Narrative Skill Turns financial model outputs into a clear, structured written narrative suitable for board packs, investor updates, or management reporting. ## Required Inputs - **Financial data** (paste key figures: revenue, costs, margins, EBITDA, cash) - **Period covered** (month / quarter / annual / multi-year) - **Audience** (board / investors / management / bank / internal) - **Key message** (what is the headline story?) - **Actuals vs budget / prior period?** (comparison context) ## Output Structure
Overview
Turns financial model outputs into a clear, structured written narrative suitable for board packs, investor updates, or management reporting.
Manual install (npx, ZIP)
npx skills add mohitagw15856/pm-claude-skills --skill financial-model-narrative -g -a claude-codemkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/mohitagw15856/pm-claude-skills/tar.gz/f6ca79348c55 \
| tar -xz -C ~/.claude/skills --strip-components=2 pm-claude-skills-f6ca79348c55/skills/financial-model-narrativeNew-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/ee08d875dfc0b5b2c1d1/financial-model-narrative.zip" -OutFile "$env:TEMP\financial-model-narrative.zip"; Expand-Archive "$env:TEMP\financial-model-narrative.zip" -DestinationPath "$HOME\.claude\skills" -ForceConnects with Agent Alley MCP · agentalley.io/mcp
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Financial Model Narrative Skill
Turns financial model outputs into a clear, structured written narrative suitable for board packs, investor updates, or management reporting.
Required Inputs
- Financial data (paste key figures: revenue, costs, margins, EBITDA, cash)
- Period covered (month / quarter / annual / multi-year)
- Audience (board / investors / management / bank / internal)
- Key message (what is the headline story?)
- Actuals vs budget / prior period? (comparison context)
Output Structure
1. Headline Summary
3-5 sentences. The financial story in plain English. Lead with the most important insight — not "revenue was X" but what that figure means.
2. Revenue
- Performance vs prior period / budget
- Key drivers: what caused the movement
- Risks or opportunities in the revenue line
3. Costs and Margins
- Gross margin: % and trend
- Key cost movements and why
- EBITDA performance and drivers
- One-off items clearly flagged
4. Cash and Balance Sheet
- Cash position and movement
- Runway (for startups)
- Key working capital movements
5. Variance Analysis
For each significant variance:
[Line item] — Over/Under by [amount]
- Cause: [Plain English explanation]
- Permanent or temporary? One-time / Structural
- Action being taken: [If applicable]
6. Forward-Looking Commentary
- Expected next period
- Key risks to forecast
- Key opportunities
- Any reforecast or guidance change
Writing Rules
- Never just restate a number — always explain what it means
- Flag variances over 10% automatically
- Use past tense for actuals, conditional for forecast
- One insight per paragraph
Quality Checks
- Headline summary leads with meaning, not just the number
- Every significant variance has a cause, permanence, and action
- Forward-looking commentary includes specific risks and opportunities
- Audience-appropriate language (board vs investor vs management)
- One-off items clearly distinguished from recurring items
Anti-Patterns
- Do not list numbers without explaining what is driving them — narrative must go beyond restating the figures
- Do not mix one-off items with recurring performance without clearly distinguishing them
- Do not write the same level of detail for all line items — focus depth on the items that matter most
- Do not omit forward-looking commentary — a narrative without outlook is incomplete for board or investor audiences
- Do not use technical accounting language without translation — the audience is executives, not accountants
Example Trigger Phrases
- "Write a financial narrative for these results: [paste numbers]"
- "Turn this P&L into a board narrative"
- "Write the finance section of our board pack"
- "Explain these financial results in plain English"
| 1 | |
| 2 | name financial-model-narrative |
| 3 | description "Turn financial model outputs into a clear written narrative. Use when asked to write a financial narrative, explain a financial model, summarise a P&L, or translate spreadsheet numbers into a board-ready story. Produces an executive narrative with key insights, drivers, and forward-looking commentary." |
| 4 | |
| 5 | |
| 6 | # Financial Model Narrative Skill |
| 7 | |
| 8 | Turns financial model outputs into a clear, structured written narrative suitable for board packs, investor updates, or management reporting. |
| 9 | |
| 10 | ## Required Inputs |
| 11 | **Financial data** (paste key figures: revenue, costs, margins, EBITDA, cash) |
| 12 | **Period covered** (month / quarter / annual / multi-year) |
| 13 | **Audience** (board / investors / management / bank / internal) |
| 14 | **Key message** (what is the headline story?) |
| 15 | **Actuals vs budget / prior period?** (comparison context) |
| 16 | |
| 17 | ## Output Structure |
| 18 | |
| 19 | ### 1. Headline Summary |
| 20 | 3-5 sentences. The financial story in plain English. Lead with the most important insight — not "revenue was X" but what that figure means. |
| 21 | |
| 22 | ### 2. Revenue |
| 23 | Performance vs prior period / budget |
| 24 | Key drivers: what caused the movement |
| 25 | Risks or opportunities in the revenue line |
| 26 | |
| 27 | ### 3. Costs and Margins |
| 28 | Gross margin: % and trend |
| 29 | Key cost movements and why |
| 30 | EBITDA performance and drivers |
| 31 | One-off items clearly flagged |
| 32 | |
| 33 | ### 4. Cash and Balance Sheet |
| 34 | Cash position and movement |
| 35 | Runway (for startups) |
| 36 | Key working capital movements |
| 37 | |
| 38 | ### 5. Variance Analysis |
| 39 | For each significant variance: |
| 40 | |
| 41 | **[Line item] — Over/Under by [amount]** |
| 42 | **Cause:** [Plain English explanation] |
| 43 | **Permanent or temporary?** One-time / Structural |
| 44 | **Action being taken:** [If applicable] |
| 45 | |
| 46 | ### 6. Forward-Looking Commentary |
| 47 | Expected next period |
| 48 | Key risks to forecast |
| 49 | Key opportunities |
| 50 | Any reforecast or guidance change |
| 51 | |
| 52 | ## Writing Rules |
| 53 | Never just restate a number — always explain what it means |
| 54 | Flag variances over 10% automatically |
| 55 | Use past tense for actuals, conditional for forecast |
| 56 | One insight per paragraph |
| 57 | |
| 58 | ## Quality Checks |
| 59 | |
| 60 | [ ] Headline summary leads with meaning, not just the number |
| 61 | [ ] Every significant variance has a cause, permanence, and action |
| 62 | [ ] Forward-looking commentary includes specific risks and opportunities |
| 63 | [ ] Audience-appropriate language (board vs investor vs management) |
| 64 | [ ] One-off items clearly distinguished from recurring items |
| 65 | |
| 66 | ## Anti-Patterns |
| 67 | |
| 68 | [ ] Do not list numbers without explaining what is driving them — narrative must go beyond restating the figures |
| 69 | [ ] Do not mix one-off items with recurring performance without clearly distinguishing them |
| 70 | [ ] Do not write the same level of detail for all line items — focus depth on the items that matter most |
| 71 | [ ] Do not omit forward-looking commentary — a narrative without outlook is incomplete for board or investor audiences |
| 72 | [ ] Do not use technical accounting language without translation — the audience is executives, not accountants |
| 73 | |
| 74 | ## Example Trigger Phrases |
| 75 | "Write a financial narrative for these results: [paste numbers]" |
| 76 | "Turn this P&L into a board narrative" |
| 77 | "Write the finance section of our board pack" |
| 78 | "Explain these financial results in plain English" |
| 79 |
Details
- Updated
- Sep 23, 2026
- License
- MIT
- Stars on the repo
- ★ 1,395
- Checked
- Source
- mohitagw15856/pm-claude-skills ↗
- Creator
- mohitagw15856 · 193 listings
Made with financial-model-narrative


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