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Get Started Free →Use this skill when explaining technical concepts to non-technical stakeholders, writing for mixed audiences, presenting technical decisions to leadership, translating business requirements into technical specs, or communicating complexity clearly. Trigger on keywords: explain to stakeholders, non-technical, executive summary, business language, translate tech, present to leadership, communicate to PM.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 33% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 43% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 31% | 0% |
Technical people communicate for accuracy. Non-technical people communicate for decisions. These are different goals requiring different approaches.
Rule: Lead with impact, follow with mechanism. Never the reverse.
Before writing or speaking, answer:
Then adapt every word to those answers.
Find a familiar concept that shares the same structure:
Cache → A sticky note on your desk vs going to the filing cabinet
API → A restaurant menu — you order, the kitchen delivers, you don't see the kitchen
Microservices → A food court vs a single restaurant kitchenWRONG: "We need to implement Redis caching."
RIGHT: "Our API is responding slowly under load.
Caching the most frequent DB queries in Redis
would cut response time by ~70% at minimal cost."Always lead with the problem and impact, then the solution.
For all written technical communication:
[One sentence: what you want them to know or do]
[2-3 sentences: context and reasoning]
[Optional: details, alternatives, risks for those who want depth]Busy people read the first line and stop. Make that line count.
When presenting a technical decision to non-developers:
SITUATION: [current state and why it's a problem]
RECOMMENDATION: [what you propose]
IMPACT: [what this achieves in business terms]
TRADE-OFFS: [what we give up or risk]
COST/EFFORT: [time, money, resources needed]
DECISION NEEDED: [what you need from them]Other measured skills in the registry, with their headline benchmark lift.