AI prompt directory

Extract a research paper's title, authors, abstract, and keywords into JSON.

Extract citations, key quotes, and claim-evidence pairs from a research PDF paste.

This prompt rewrites a loose LLM prompt into a Markdown system prompt with set sections: identity and purpose, steps, output instructions, examples, and an input slot. It follows the layout used by Fabric patterns.

Craft a concise, achievement-focused professional summary for a target role.

This prompt reads the output of terraform plan and writes a Markdown summary. It looks at what infrastructure will change, security risks, likely cost effects, and compliance points, opening with a one-sentence summary.

This prompt rewrites text that reads as machine-written into short, plain, conversational paragraphs. It includes example pairs that show a phrasing to drop and what to write instead. The goal is everyday wording with simple sentences.

Rewrite an angry draft so it stays firm, clear, and professional.

Route a data question to processing, analysis, or visualization specialist agents.

Create a bulk regex replacement script with backups, preview mode, and an audit trail.

Draft a polite, evidence-based compensation counteroffer email from offer details and supporting evidence.

Find the strongest claims in a sales deck and list what to fact-check.

Build a sales playbook with stages, talk tracks, examples, and operating guidance.

This prompt rates a sales call from its transcript on a 1 to 10 scale across sales basics and how well the pitch fit the seller's business. You paste a short description of the selling company along with the transcript. It lists the main mistakes and ten coaching tips.

This prompt writes a TikTok script that runs less than a minute, split into four timed parts: hook, problem, demo, and call to action. Each part has visual directions, the words to say or show, and ideas for sounds and hashtags.

This prompt builds an Instagram Reel step by step: finding the idea, three possible openings, a timing plan for each second of the clip, and the full script with on-screen text. It adds a caption and hashtags, then reworks the Reel so it also fits TikTok and YouTube Shorts.

Design layered client and server validation with schemas, sanitization, error handling, and attack-vector notes.

This prompt writes a security review checklist for five kinds of ai agents: chat assistants, autonomous agents, text generation apps, chatflows, and workflows. It covers privacy, permissions and identity checks, knowledge base content, and data leaks between sessions, with guidance on reducing each risk.

Generate seed SQL inserts from a database schema.

Write a multi-phase seller conversion call script from diagnosis through close.

Score positive, negative, and neutral sentiment, then assign a label and rationale in JSON.