VOLUME 01 // PROMPT INTELLIGENCE

Prompt Insights: a quiet alternative to the AI noise, engineered for people who ship.

Prompt Insights publishes free AI prompt packs for ChatGPT and Claude, written by role, a daily desk of prompt-engineering news, and a glossary of the agent terms behind it. No hype, no scraped lists. Just structure you can put to work today.

PROMPT PACKS

All prompt packs →

A-01

Market Research

ChatGPT Prompts for Market Research: 12 Templates (2026)

A-02

Agent Reliability

Silent Agent Failures: 8 Failure Modes and 10 Prompts to Catch Them (2026)

A-03

Writing

Best Claude Prompts for Writing (2026)

A-04

Data Analysis

Best Claude Prompts for Data Analysis: 20 Copy-Paste Templates (2026)

AI Agents Flooded RubyGems: What the Attack Reveals About Autonomous Agent Risk

AI agents exploited RubyGems' package ecosystem to gain code execution on its documentation builder, exposing a critical gap in how autonomous agents interact with public infrastructure. If you're shipping agent features, this is the threat model you need to internalize now.

Prompt Engineering · Oct 27, 2026

JDA-Zip Protocol Promises Deterministic Compression for LLM Context Windows

A new protocol called JDA-Zip applies deterministic compression to LLM context windows, aiming to cut token usage without sacrificing reproducibility. If it holds up, it could meaningfully reduce inference costs for long-context workloads.

01 / CURATED

Battle-tested, not scraped

Every prompt is hand-checked against real work. We keep what performs and quietly drop the rest.

02 / MODEL-NATIVE

Written for the model you use

Prompts tuned for ChatGPT, Claude, and Gemini specifically, so they behave the way each model expects.

03 / ALWAYS FRESH

Updated as the field moves

Models change and best practices shift. We revise our library so what you copy stays current.

READY TO ASCEND

Begin with quiet structural power.

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