PROMPTSHARP DAILY — Issue #117 — Thu, Oct 8, 2026
Get better at AI at work — one workflow, one prompt, one skill a day.
▸ USE AI TODAY — Use AI for the ugly first draft, you for the judgment
For any doc you're dreading, ask AI for a 'rough, structured first draft I can react to.' Reacting to a draft is far easier than facing a blank page.
1. Give it the goal + your context block.
2. Ask for a rough structured draft.
3. Edit hard — keep 30%, rewrite the rest in your voice.
Why it works: The blank page is the tax. AI removes it. Your value moves to editing and judgment — the part that's actually yours.
⌘ TODAY'S PROMPT — Diff self-review: make the AI explain its own change before you accept it
When: The AI changed five files and you're about to click accept. Make it review its own diff like a skeptical outsider first.
--- copy & paste ---
You are a skeptical staff engineer reviewing a code change — and the twist is that YOU (the AI) may have written it. Review it as if a stranger submitted it. I will paste the diff or the before/after. Produce:
A) PLAIN-ENGLISH CHANGELOG — what actually changed, file by file, in language a non-engineer can check against their intent: 'the save button now also…' not 'refactored the handler'.
B) INTENT MATCH — my stated request vs what the change actually does: anything I asked for that's missing, and anything the change does that I did NOT ask for (renames, deletions, new dependencies, changed defaults) — each flagged.
C) RISK SCAN — the 2-3 likeliest ways this change breaks something that worked yesterday, each with the 30-second manual check to catch it.
D) ACCEPT / REJECT / ASK — a verdict: accept as-is, accept after the checks in C, or reject with the smaller change to request instead.
Inputs: [WHAT I ASKED FOR] · [PASTE THE DIFF OR BEFORE/AFTER FILES] · [WHAT WAS WORKING BEFORE THAT MUST KEEP WORKING]
Rules: Do not invent code or behavior not visible in the paste — if the change references files I didn't include, name them and ask. Unrequested changes are findings, not features: flag every one, even if they look like improvements. Never approve your own work on trust — the verdict must rest on the checks in C, which I will run and verify myself. Keep secrets and credentials out of the changelog.
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Why: Accepting multi-file AI changes on faith is how working apps quietly rot. Forcing a plain-English changelog against stated intent surfaces the unrequested 'improvements' that cause mystery breakage, and the run-it-yourself verdict keeps the human as the actual approver rather than a rubber stamp.
✦ Level-up tip (get better at AI): For anything complex, break the ask into steps: outline first, then draft section by section. Big single asks produce shallow results; staged asks go deep.
WATCH THIS WEEK (stay an AI expert):
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· PromptSharp Dev & Engineering — AI prompts for engineering work — code review, architecture notes, incident write-ups, test design, agentic-coding workflows.. Full prompt: Test-plan generator: risk-ranked cases from a diff or spec. Read today's Dev & Engineering issue: https://promptsharp.ai/daily/dev/2026-10-08. Subscribe free: https://promptsharp.ai/dev#subscribe. Suggest a topic: [email protected].
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