10 Quick-Win Templates for Non-Programmers

Copy these templates into your tool of choice. Each template includes the task, a short prompt pattern, and the verification you should run.

1. Short customer reply

Prompt pattern: "Write a one-paragraph reply to [customer issue]. Keep tone helpful, include next steps, and ask one clarifying question." Verification: Check facts and timeline; confirm no new commitments were made.

2. Weekly research brief

Prompt pattern: "Summarize the attached 4 articles into 5 bullets: key finding, evidence, and one implication for our team." Verification: Spot-check 3 facts against sources and add citations.

3. Competitor feature comparison

Prompt pattern: "Extract feature names and short descriptions from these URLs into a spreadsheet row per feature." Verification: Manually verify 5 sampled rows.

4. Data clean-up helper (spreadsheet)

Prompt pattern: "Provide a formula or step-by-step for normalizing these dates and removing duplicates." Verification: Run on a copy and validate against 10 rows.

5. SOP first draft

Prompt pattern: "Draft an SOP for [task] with steps, roles, and acceptance criteria. Keep it under 800 words." Verification: Compare with current process and request SME review.

6. Meeting notes → action items

Prompt pattern: "Summarize the following meeting transcript into: decisions, owners, due dates, and follow-ups." Verification: Confirm owners and due dates with meeting participants.

7. Content repurposing

Prompt pattern: "Turn this 1,000-word article into 5 social posts and one short newsletter blurb. Keep tone X." Verification: Check for factual or tone drift and brand compliance.

8. Sales outreach sequencing

Prompt pattern: "Create a three-email outreach sequence for this buyer persona using these 3 facts about the prospect." Verification: Ensure no confidential info is disclosed and approvals matched to playbook.

9. Customer support triage rule

Prompt pattern: "Suggest triage buckets for these 200 tickets and propose a priority label for each." Verification: Validate a sample of 30 tickets and tune labels.

10. Automation builder example

Pattern: Use an automation tool to watch a folder for new meeting minutes, summarize them with an AI step, and create a ticket for action items assigned to owners. Verification: Run with test inputs and confirm expected tickets created with correct owners.

Note: For every template, keep the original prompt and 3 examples of outputs (good and bad). That becomes the seed of your team's knowledge base and helps future troubleshooting.