How-to · Writing · By Haowjy (Creative Writing)

How to use Prose Writing in your AI agent

Install and use the Prose Writing skill in Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and Windsurf — with sample prompts.

What you'll get

This skill teaches AI how to write immersive fiction and creative non-fiction at the sentence and paragraph level. It covers techniques like psychic distance, free indirect discourse, rhythm, and sensory grounding — the craft patterns that pull readers into a story. Writers working on novels, short stories, memoirs, or narrative essays use this to ensure their prose feels vivid and emotionally resonant, not flat or generic.

Step 1 — Get the skill source URL

The Prose Writing skill lives at:

Step 2 — Add it to your AI agent

Copy one of these prompts and paste it into your AI tool. The agent will fetch and install the skill for you.

Claude Code

Add the agent skill from https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing to my project.

Cursor

Install this agent skill: https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing

Codex

Add this skill to .codex/skills/: https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing

Gemini CLI

Add the skill at https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing to my .gemini/skills/ directory.

OpenCode

Install this agent skill from https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing

Windsurf

Add this skill: https://github.com/haowjy/creative-writing-skills/tree/main/skills/prose-writing

Step 3 — Try these prompts

Once the skill is installed, ask your AI things like:

  • Drafting or revising fiction and the prose feels flat or generic
  • You need emotional scenes to feel intimate and high-stakes scenes to feel tense
  • Writing creative non-fiction or memoir and want vivid, immersive storytelling
  • You want AI to write in a character's voice, not just report what happened

What this skill does

  • Controls psychic distance to create intimacy or context depending on the scene
  • Uses free indirect discourse so third-person narration carries the character's voice
  • Varies sentence rhythm to match emotional intensity and pacing
  • Grounds scenes in specific sensory details filtered through the POV character
  • Shows character states through action and behavior instead of labeling emotions
Made byHaowjy (Creative Writing)
CategoryWriting