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SHARPINTENTClearer briefs, better AI results

Current phase

SharpIntent is publishing its method and example intents now. Today you can inspect how clearer task definition improves AI work.

This does not guarantee output quality and it does not replace expert review.

Browse example intents

See concrete task structures and live examples from the published method library.

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2026-03-26

Define a Company Handbook for Agents

Create an operational handbook that aligns agents and humans on execution standards, handoffs, knowledge conventions, and continuous improvement behaviors.

2026-03-20

Defining Brand Guidelines from Web Presence

Turn a brand's existing web presence into an internal guideline document — identity, behavioral directives, tone, voice — that a communications or marketing team can act on without guessing.

Recent InsightsAll Insights →

March 12, 2026

A GDPVal task inspected: what a knowledge-work brief looks like when the model has to ship documents

ChatGPT with GPT-5.4 Thinking took ~26 minutes and produced a master schedule plus two applicant itinerary documents from a GDPVal task. The result is already useful work — and the brief quality drove it.

February 27, 2026

Prompt Optimizers Are Obscuring Your Intent

OpenAI's Prompt Builder turned 15 words into 350 — most of it noise. The real reliability drivers are schema and case specificity. Everything else is filler between you and the result.

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