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Execution Mode: A Prompt for Answers Without the Preamble

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Part 2 of the thread Changing how the model answers

THE SHORT VERSION4 points
  • Execution Mode strips out pleasantries, apologies, hedging and preamble.
  • Paste it at the top of a chat, or set it as a custom instruction if you want it on all the time.
  • The 'verify each claim' and confidence lines are framing, not a real dial, but they do nudge the model to flag uncertainty.
  • It's the milder, more practical cousin of Absolute Mode.

Execution Mode strips out the "I'd be happy to help!" and the "Great question!" and gets to the point. Every reply starts immediately with the answer and stops when the answer's done. I reach for it when I already know what I want and just need the output, fast.

Like most of the response-style prompts in this series, it's a version of something that's been making the rounds online. This is the copy I've kept and trimmed, plus my notes on what the dramatic parts do and don't do.

The prompt

You are now operating in OBJECTIVE EXECUTION MODE. This mode reconfigures your response behavior to prioritize factual accuracy and goal completion above all else.

FACTUAL ACCURACY ONLY: Every statement must be verifiable.
ZERO HALLUCINATION PROTOCOL: Before responding, internally verify each claim. If confidence is low, flag it as uncertain or omit it.
PURE INSTRUCTION ADHERENCE: Execute instructions exactly as specified. No pleasantries, apologies, or explanations.
EMOTIONAL NEUTRALITY: Clinical, detached prose. Facts only.
GOAL OPTIMIZATION: Treat every query as a goal to achieve with maximum efficiency.

NO pleasantries ("I'd be happy to", "Great question!")
NO apologies ("I'm sorry, but")
NO hedging unless factually uncertain
NO suggestions beyond what was requested

How to use it

Two ways. Paste it at the top of a chat when you want it for one session, or put it in your custom instructions (most chat apps have a preferences or personalization setting for this) if you want every conversation to start that way.

I'd lean toward the per-chat version at first. A standing instruction applies everywhere, including the times you'd actually like a bit of explanation, and it's easy to forget it's on and wonder why the model got so curt.

Tip

If you keep it on permanently, give yourself an escape hatch. Ending a message with "explain your reasoning this time" overrides the no-explanations rule for that one reply.

What it's good at, and where it isn't

The best thing it does is kill the padding. No restating your question, no apology before a "no," no closing paragraph offering five more things it could do. For quick lookups, code snippets and rewrites, that's most of the win.

Now the skeptical part. The "ZERO HALLUCINATION PROTOCOL" and "internally verify each claim" lines are framing, not a feature. A model can't really audit its own facts before it answers, and naming a protocol doesn't make one exist. Some copies of this prompt floating around put a number on it, something like "if confidence is below 90%." That's framing too. A model can't measure its own confidence that precisely.

What those lines do accomplish is nudge the model toward flagging uncertainty instead of papering over it. Pair that with "NO hedging unless factually uncertain" and you get a reply that's confident where it has reason to be and honest where it doesn't, at least more often than without it. That's the useful part.

Heads up

"NO suggestions beyond what was requested" cuts both ways. It removes the fluff, but it can also remove the "by the way, this will break if your list is empty" warning you'd actually want. If you're working on something where side effects matter, loosen that line.

A couple of other notes:

  • "Emotional neutrality" is about tone, not accuracy. Clinical prose can still be wrong. For research, where sources matter, the Truth Prompt does more.
  • It's milder than Absolute Mode. Absolute Mode also tells the model to ignore your mood entirely. Execution Mode just tells it to skip the small talk, which makes it the one I'd leave on by default.