fiction-benchmark-composer

Define reusable narrative benchmarks by selecting evaluation lenses and scoring priorities.

5|Updated Apr 16, 2026
One-click install
npx skills add https://github.com/sinfiny/AutoWriter --skill fiction-benchmark-composer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fiction-benchmark-composer
Source: https://github.com/sinfiny/AutoWriter/tree/main/skills/plugin/fiction-benchmark-composer
Command: npx skills add https://github.com/sinfiny/AutoWriter --skill fiction-benchmark-composer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps writers and researchers define specific, reusable benchmarks to evaluate narrative quality, style, and structure, enhancing consistency and targeted improvement.

Core Features & Use Cases

  • Define precise benchmarks for stories, scenes, or chapters by selecting evaluation lenses.
  • Create reusable profiles to compare different narrative variants within an autoresearch loop.
  • Use Case: A writer wants to assess different plot twists based on pacing and subtext by creating a custom benchmark profile that emphasizes these qualities.

Quick Start

Use the fiction-benchmark-composer to generate a new benchmark profile targeting a specific story or scene.

Frequently Asked Questions about fiction-benchmark-composer

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

FAQPage Schema
How do I create reusable benchmarks for story evaluation?

To create reusable story evaluation benchmarks, you define specific narrative profiles by selecting evaluation lenses and setting scoring priorities, facilitating consistent assessment and iterative improvements in creative workflows.

What is narrative analysis and how do evaluation lenses work?

Narrative analysis assesses story quality through evaluation lenses, which are specific criteria focusing on elements like pacing or subtext. Setting scoring priorities emphasizes these qualities to generate targeted benchmark profiles.

How do I set up a custom benchmark profile to assess plot twists?

You set up a custom benchmark profile for plot twists by selecting evaluation lenses that target pacing and subtext, adjusting their scoring priorities to ensure the assessment focuses on those specific narrative qualities.

Can I compare different narrative variants using the same benchmark profile?

Yes, you can compare different narrative variants by applying a reusable benchmark profile within an autoresearch loop, maintaining consistent evaluation criteria to identify the strongest story iteration.

Do I need prior coding experience to define narrative benchmarks?

No prior coding experience is explicitly required to define narrative benchmarks, as the focus is on selecting evaluation lenses and setting scoring priorities to evaluate stories, scenes, or chapters consistently.

What are the limitations of using scoring priorities for story evaluation?

The limitation of using scoring priorities is that benchmark profiles reflect predefined evaluation lenses, meaning story assessments are constrained to the specific narrative dimensions and criteria you initially configured.