mohitagw15856
036511ab3e
Broadens both reach (more tools) and content types (an MCP server), continuing the multi-platform story. Windsurf + Aider: - build-exports.mjs gains two platforms: exports/windsurf/*.md (workspace rules, trigger: model_decision) and exports/aider/*.md (conventions for `aider --read`). Now 5 platforms (ChatGPT, Gemini, Cursor, Windsurf, Aider). - install.sh + bin/cli.mjs install both (windsurf -> .windsurf/rules, aider -> .aider/skills with a --read hint); generated README index is excluded from copies. - One-line windsurf-install.sh / aider-install.sh wrappers for parity. MCP server (new content type): - mcp/server.mjs — zero-dependency stdio MCP server exposing list_skills, search_skills, get_skill. Published as a second bin (pm-claude-skills-mcp). Logs to stderr; reads bundled skills/ at startup. mcp/README.md documents client config. Also: README hero "See it in action" demo placement (ready to swap in a GIF; recording guide in web/docs-assets/README.md), Works-With table + exports + install docs updated, CHANGELOG Unreleased. package.json files/bin updated. Claude-Session: https://claude.ai/code/session_016JWn5jRD5tcEFKrubjQ6Px Co-authored-by: Claude <noreply@anthropic.com>
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3.1 KiB
trigger, description
| trigger | description |
|---|---|
| model_decision | 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
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"