impact-narrative

name	impact-narrative
description	This skill should be used when writing self-reviews, preparing for promotion discussions, updating stakeholders, or asking "how do I explain this to leadership?", "what's the business impact?", or "how do I write this for my perf review?". Translates technical work into leadership-ready narratives.
argument-hint	technical work or accomplishment to translate
disable-model-invocation	true

Impact Narrative

Translate technical execution into business and leadership impact language.

Technical Work to Translate

$ARGUMENTS

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Translation Methodology

The Core Problem

Engineers describe what they did. Leaders care about why it matters.

Engineer Says	Leader Hears
"Refactored the auth module"	"Spent time on code cleanup"
"Reduced query time by 200ms"	"Made something faster"
"Added monitoring dashboards"	"Built some graphs"

Your job: Bridge this gap by connecting technical work to business outcomes.

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Step 1: Identify the Impact Type

Every technical contribution maps to one or more impact categories:

Impact Type	Business Translation	Example Signals
Revenue	Increased sales, conversions, retention	Conversion rate, ARR, churn
Cost	Reduced spend, improved efficiency	Infrastructure cost, time savings
Risk	Prevented incidents, improved security	Uptime, vulnerability count
Velocity	Enabled faster shipping	Cycle time, deploy frequency
Scale	Supported growth without proportional cost	Users per engineer, requests per $
Quality	Reduced defects, improved experience	Bug rate, NPS, support tickets

Mapping Technical Work

Technical Work	Primary Impact	Secondary Impact
Performance optimization	Cost, Scale	Revenue (if UX-facing)
Refactoring	Velocity	Risk, Quality
Security hardening	Risk	(compliance = Revenue)
New feature	Revenue	Velocity (if platform)
Monitoring/observability	Risk	Velocity
Documentation	Velocity	Risk
Test coverage	Quality, Velocity	Risk

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Step 2: Quantify the Impact

The Quantification Formula

[Action] → [Output] → [Outcome] → [Business Impact]

Example:
Optimized database queries → 200ms latency reduction →
15% conversion increase → $2M incremental ARR

Finding Numbers

If You Don't Have...	Try This Instead
Revenue impact	Time saved × hourly rate × frequency
Cost savings	Infrastructure delta × months
Risk reduction	Incident cost × probability reduction
Velocity gain	Hours saved per sprint × team size

Estimation Framework

When exact numbers aren't available:

Conservative estimate: [low bound] - [high bound]
Basis: [how you calculated]
Confidence: [high/medium/low]

Rule: A conservative estimate with clear basis beats no number at all.

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Step 3: Frame for the Audience

Executive Audience

Formula: [Business outcome] by [doing what] resulting in [metric].

Don't Say	Say Instead
"Migrated to Kubernetes"	"Reduced infrastructure costs 40% while enabling 3x scale headroom"
"Wrote comprehensive tests"	"Reduced production incidents by 60%, freeing team for feature work"
"Refactored legacy code"	"Enabled weekly releases (was monthly), accelerating time-to-market"

Technical Leadership Audience

Formula: [Technical improvement] enabling [capability] with [evidence].

Can include more technical detail, but still lead with impact.

Peer/Team Audience

Can be more technical, but still connect to "why it matters."

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Step 4: Structure the Narrative

STAR-L Framework (for accomplishments)

Component	Content
Situation	Context and problem (1-2 sentences)
Task	Your specific responsibility
Action	What you did (technical, but accessible)
Result	Measurable outcome
Learning/Leverage	Reusability, what it enabled

Problem → Solution → Impact Framework

PROBLEM:  [Business pain in business terms]
SOLUTION: [What you built/changed - brief]
IMPACT:   [Quantified business outcome]

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Step 5: Craft Promotion-Ready Bullets

Bullet Formula

[Strong verb] + [what you did] + [scope/scale] + [measurable result]

Strong Verbs by Impact Type

Impact Type	Verbs
Building	Designed, architected, built, implemented, created
Improving	Optimized, streamlined, accelerated, reduced, eliminated
Leading	Led, drove, spearheaded, championed, mentored
Enabling	Enabled, unblocked, established, standardized
Preventing	Prevented, mitigated, secured, hardened

Before/After Examples

Weak	Strong
"Worked on performance improvements"	"Reduced API latency 60% (400ms→160ms), improving conversion rate 12%"
"Helped with the migration project"	"Led database migration for 50M records with zero downtime, enabling $0 legacy licensing cost"
"Fixed bugs in the checkout flow"	"Eliminated checkout abandonment bug affecting 5% of transactions, recovering ~$500K/quarter"
"Added monitoring"	"Built observability platform detecting incidents 10x faster, reducing MTTR from 2hr to 12min"

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Step 6: Address Risk Reduction

Risk work is often undervalued. Make it concrete:

Risk Quantification

Risk Value = Probability × Impact × Frequency

Example:
- Incident probability: 20%/quarter → 2%/quarter
- Incident cost: $50K (engineering time + revenue loss)
- Annual value: 4 × 18% reduction × $50K = $36K prevented

Risk Narrative Patterns

Pattern	Example
Prevented	"Prevented potential $X incident by implementing Y"
Reduced	"Reduced incident probability from X% to Y%"
Accelerated recovery	"Reduced MTTR from X to Y, limiting blast radius"
Enabled detection	"Enabled early detection of Z, preventing escalation"

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Output Format

Executive Summary

[2-3 sentences, no jargon, leads with business impact]

Impact Breakdown

Category	Impact	Evidence
[type]	[outcome]	[metric/data]

Risk Reduction

[How this work reduced business risk, quantified if possible]

Business Leverage

[How this enables future value beyond immediate impact]

Measurable Outcomes

Metric	Before	After	Delta
[metric]	[value]	[value]	[change]

Promotion-Ready Bullets

• [Strong verb] + [action] + [scope] + [result]
• [Strong verb] + [action] + [scope] + [result]
• [Strong verb] + [action] + [scope] + [result]

Narrative Version

[Full paragraph version suitable for self-review or stakeholder update]

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Related Skills

• promotion-draft: Use when assembling a full promotion packet. Start here with impact-narrative to translate individual accomplishments, then use promotion-draft to structure them into a level-appropriate packet with scope evidence and stakeholder support.