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character-generation

Generate character dossiers from markdown briefs using Worldloom MCP context.

1|Updated Apr 17, 2026
Search Tags:#worldbuilding#character generation#fiction writing#worldloom#character dossier
One-click install
npx skills add https://github.com/joeloverbeck/worldloom --skill character-generation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: character-generation
Source: https://github.com/joeloverbeck/worldloom/tree/main/.claude/skills/character-generation
Command: npx skills add https://github.com/joeloverbeck/worldloom --skill character-generation

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mcp__worldloom__get_context_packet, mcp__worldloom__list_records, mcp__worldloom__get_records, mcp__worldloom__search_nodes, mcp__worldloom__submit_patch_plan, mcp__worldloom__allocate_next_id, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of generating detailed character dossiers for your Worldloom world, saving you time and ensuring consistency in your world's development.

Core Features & Use Cases

  • Character Generation: Automatically generate character dossiers based on provided briefs.
  • Character Brief Path: Accepts a markdown file with character details.
  • Character Dossier: Outputs a detailed character dossier with a structured format.
  • Use Case: Imagine you need to create a new character for your worldloom story. Use this Skill to input the character's details and generate a comprehensive dossier that includes their background, capabilities, and role in the world.

Quick Start

Run the character-generation skill with the following arguments:

--world_slug <slug> --character_brief_path <path>

Frequently Asked Questions about character-generation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate character dossiers for my worldbuilding project?▼

Character generation automates creating detailed character dossiers by using the Worldloom MCP to retrieve world context and apply a structured validation process to your character brief.

What format does the character brief need to be in for character generation?▼

The character brief must be a markdown file containing the relevant character details, which the Skill reads via the character_brief_path argument to generate the structured dossier output.

Do I need Worldloom MCP access to generate character profiles?▼

Yes, Worldloom MCP access is required. The Skill uses multiple Worldloom MCP endpoints to retrieve world context, search nodes, allocate IDs, and submit patch plans for the character dossier.

What's the best way to automate character creation for fiction writing?▼

Automated character generation through Worldloom retrieves your existing world context and applies a structured process to validate and output comprehensive character profiles, ensuring consistency with your established lore.

How does character generation ensure world consistency for new characters?▼

Character generation ensures world consistency by querying Worldloom's MCP for existing world context and records before validating the generated dossier against your established worldbuilding data.

What information is included in a generated character dossier?▼

The generated character dossier includes the character's background, capabilities, and role in the world, output in a structured format derived from your input character brief and world context.

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