Skip to content

Part of Learn LLM Prompting With Hundreds of Examples

Blueprint

Study Custom Instructions From 1,500+ GPTs

0June 2026

Real custom instructions and system configurations from 1,500+ public GPTs across ChatGPT, Gemini, and Gab.ai.

What problem does this solve?

Learning how to write effective custom instructions for LLMs requires seeing how real creators configure GPTs in production. This collection extracts and organizes instructions from 1,500+ public GPTs so you can study successful patterns without needing to reverse-engineer each one.

How does it work?

  1. Browse custom instructions organized by LLM provider (ChatGPT, Gemini, Gab.ai). 2. Read instructions for role-playing GPTs, coding assistants, creative writers, security tools, and domain experts. 3. Study the structure, tone, capability boundaries, and constraint wording. 4. Adapt patterns to your own custom GPT design. Output: a hands-on education in instruction design from 1,500+ real examples.

Included Skills

No skills in this group

Key Features

1,500+ ChatGPT Instructions

Extracted system prompts and behavior rules from 1,500+ public GPTs, organized alphabetically and by domain.

Gemini Gems

Google's equivalent to custom instructions, showing how Gemini's configuration system works.

Gab.ai Characters

Role-specific character configurations for alternative LLM platforms.

Pattern Recognition

Study real instructions to recognize design patterns in capability scope, safety guardrails, tone, and constraint wording.

About This Blueprint

Industry
Technology
Sales

ICP-Filtered Outreach Lists from G2 Buyer Intent

Stop wasting rep time on weak intent signals and mismatched accounts. The workflow ranks ICP-fit buyers by readiness, finds the right contact, and supplies tailored outreach angles for the strongest opportunities.

ID

Ishani D.

Account Manager

Customer Experience

Answer pre-purchase questions to convert hesitant shoppers with AI

Shoppers get accurate answers about fit, compatibility, ingredients, and delivery even when your team is offline, so fewer leave before checkout. Conversation insights also reveal which product-page details could prevent the next unanswered question.

UB

Urska B.

GTM Lead

Customer Experience

Find the root cause behind repeat support tickets with AI

Catch a few unusual tickets before a product or fulfillment issue turns into hundreds of refunds, chargebacks, and bad reviews. Cluster transcript evidence by SKU, order date, location, and carrier so operations can trace the cause and support can reach affected customers early.

UB

Urska B.

GTM Lead