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Executive narrative converter

Converts raw data, status updates, or operational details into a leadership-ready narrative built on the BLUF (Bottom Line Up Front) principle — with a single headline, the 'so what' implication, supporting evidence…

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Purpose

Transform raw operational data, status notes, or project details into a concise narrative that leads with the bottom line, makes the implication explicit, and ends with a clear decision or action ask — so executives understand what matters and what they need to do in under 90 seconds.

When to Use

Invoke this skill when the user asks to:

  • Turn a status update or data dump into an executive summary
  • Prepare a slide narrative or talking points for a leadership review
  • Write a board, steering committee, or QBR update
  • Reframe an operational update so it answers "so what" for senior leaders
  • Distill a long project report into a one-paragraph or one-slide brief
  • Surface a decision or resource ask buried inside operational details

Inputs Required

Before starting, collect:

  • Raw input: The data, status notes, metrics, or operational details to convert (paste it in — bullet form is fine)
  • Audience: Who reads this — CEO, board, VP, steering committee, cross-functional execs
  • Decision or ask (if any): Is there a decision needed, a resource ask, or is this informational only?
  • Headline reality: In one phrase, is the news good, bad, mixed, or on-track?
  • Time horizon: What period this covers (this week, this quarter, project-to-date)
  • Constraints to flag: Risks, blockers, dependencies, or trade-offs leadership should know
  • Format target: One paragraph / one slide / email / verbal talking points

If the decision/ask is missing, default to an informational framing but flag any implicit decision the data points toward.

Instructions

Step 1: Extract the Bottom Line

Read the raw input and answer one question: If the executive remembered only one sentence, what should it be?

  • Write a single declarative headline — outcome first, not activity ("Pipeline is 18% below target, driven by enterprise stall" — not "We held 40 sales calls").
  • Lead with the verdict, not the journey. Status (on-track / at-risk / off-track) belongs in the first six words.
  • Cut all process language: meetings held, work in progress, things "being looked into."

Step 2: Make the "So What" Explicit

Executives don't want data — they want the implication of the data.

  • For every key metric or fact, ask: "So what does this mean for the business?"
  • Translate operational facts into business consequences: revenue, cost, risk, timeline, customer impact, strategic goal.
  • Example: "Onboarding takes 14 days" → "So what" → "Slow onboarding is delaying $400K in Q3 recognized revenue."
  • If a fact has no "so what," it doesn't belong in an executive narrative — drop it.

Step 3: Structure with BLUF (Bottom Line Up Front)

Order the narrative so the conclusion comes first:

  1. Headline (1 sentence): The bottom line from Step 1.
  2. So What (1–2 sentences): The business implication and why it matters now.
  3. Evidence (2–4 supporting points): The minimum facts that back the headline — quantified, not exhaustive.
  4. The Ask (1–2 sentences): The decision needed, resource requested, or "no action needed — informational" if applicable.

Never bury the ask at the bottom of a paragraph of context. The reader should see it without hunting.

Step 4: Quantify and Tighten

  • Replace vague qualifiers ("significantly," "a lot," "soon") with numbers, percentages, or dates.
  • Compress: every sentence must earn its place. Aim to cut 40–60% of the raw input's word count.
  • Use comparison anchors — "vs. plan," "vs. last quarter," "vs. target" — so numbers carry meaning.
  • Strip jargon, acronyms the audience may not know, and internal team shorthand.

Step 5: Surface Risks and Trade-Offs Honestly

  • State risks and blockers plainly — executives distrust updates with no bad news.
  • For each risk: name it, state the impact, and state what's being done or what's needed. ("Vendor delay puts launch at risk for 2 weeks; mitigation requires approving overtime budget of $25K.")
  • Frame trade-offs as choices, not complaints — give the executive something to decide on.

Step 6: Provide Action Recommendations

  • If there's a decision, recommend a position — don't just present options neutrally. Executives value a point of view.
  • Offer 1–3 ranked options when a decision is open, each with a one-line consequence.
  • Make the recommended action specific enough to act on: who, what, by when.

Output Format

  • Structure: BLUF order — Headline → So What → Evidence → Risks/Trade-offs → The Ask/Recommendation
  • Length: 120–250 words for the core narrative; talking-points or slide variants stay under 100 words
  • Format: Tight prose for the headline and so-what; scannable bullets for evidence and risks; explicit labeled ask
  • Sections: Headline (bold) · So What · Key Evidence (3–4 bullets) · Risks & Trade-offs · Recommendation / Ask
  • Tone: Calm, direct, confident — chief-of-staff voice. No hedging, no filler, no apologizing. Bad news stated as plainly as good news.

Quality Checklist

Before delivering output, verify:

  • [ ] The headline states the outcome and status in the first sentence — no activity-first framing
  • [ ] Every retained fact has an explicit or obvious "so what" — no orphan data points
  • [ ] The ask or "no action needed" is clearly labeled and findable in under 5 seconds
  • [ ] Vague qualifiers are replaced with numbers, dates, or comparison anchors
  • [ ] At least one risk or trade-off is stated honestly (if any exist in the input)
  • [ ] Core narrative is under 250 words and cuts 40%+ of the raw input's length

Notes

  • The most common failure in executive updates is leading with activity ("here's what we did") instead of outcome ("here's where we are"). Always invert it.
  • When the news is bad, resist softening — executives respond better to a clear problem with a recommended fix than to a buried, hedged update.
  • If the input contains no decision and no risk, the narrative may be very short. Short is a feature, not a failure — don't pad to fill space.
  • For verbal talking points, write the headline as the first thing spoken aloud, then pause for reaction before evidence.

How to use this skill

This file is a Claude Code skill in Anthropic's standard format — markdown with YAML frontmatter at the top.

Installing in Claude Code:

  • ~/.claude/skills/<folder-name>/SKILL.md — auto-loads in every session anywhere on your machine (recommended for skills you'll use across multiple projects)
  • <your-project>/.claude/skills/<folder-name>/SKILL.md — auto-loads only when working in that project (recommended for project-specific skills)

Restart Claude Code or open a new session to register.

Using in Claude.ai, ChatGPT, Gemini, or other AI tools:

  1. Drag this file into a new chat, or copy and paste its contents
  2. Send your task or request as your next message — the AI will apply the skill where it fits

For Claude Code skill details: https://docs.anthropic.com/en/docs/claude-code/skills