topic-creator

Ground user ideas in repo state and C3 architecture into implementable Stories.

Updated Feb 2, 2026
One-click install
npx skills add https://github.com/thewind121212/natashi --skill topic-creator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: topic-creator
Source: https://github.com/thewind121212/natashi/tree/main/.claude/skills/topic-creator
Command: npx skills add https://github.com/thewind121212/natashi --skill topic-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly convert vague ideas into small, implementable dev Stories that are grounded in the actual repo and docs, reducing hallucinations and misalignment.

Core Features & Use Cases

  • Ground ideas in the repository reality and C3 architecture.
  • Produce a single, small-scope Story that can be completed in one work session.
  • Output a documented Story file with clear acceptance criteria and minimal risk.

Quick Start

Ground the idea in the repository reality and generate a concise, one-day dev Story in docs/stories.

Frequently Asked Questions about topic-creator

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

FAQPage Schema
How do I turn a vague software idea into a scoped development story?

Generating a development story involves grounding your idea in the repository's current state and C3 architecture. It outputs a scoped story file in docs/stories with clear acceptance criteria, designed to be completed in a single work session of one day or less.

How do I create an implementable dev story that fits within a one-day limit?

To create a one-day dev story, define a small, low-risk scope with clear acceptance criteria. You output a story file in docs/stories that specifies required evidence references and constraints on affected components and inputs.

What is the best way to write requirements that align with my existing repository architecture?

The best way to write aligned requirements is to ground your ideas in the actual repository state and C3 architecture. This ensures the documented story file accurately reflects the current codebase, reducing misalignment and hallucinations.

Do I need an existing C3 architecture to generate a focused dev story?

Yes, an existing C3 architecture and repository state are required. The story generation process grounds your idea in these architectural realities to accurately define scope, acceptance criteria, and constraints on affected components.

Why do my development stories keep exceeding a single work session?

Development stories exceed a single session when they lack grounding in the repository state and C3 architecture. Generating a focused story constrains the scope to a single work session by defining clear acceptance criteria and limiting affected components.