intent

Name: intent
Availability: InStock
Author: vibercoder79

Convert ambiguous initiative goals into measurable intent statements with validation reports.

8|9|Updated Mar 9, 2026

Search Tags:#ideation #anti-patterns #governance #product strategy #success metrics #intent #user outcomes

Ready to run

npx skills add https://github.com/vibercoder79/KI-Masterclass-Koerting- --skill intent-vibercoder79

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: intent
Source: https://github.com/vibercoder79/KI-Masterclass-Koerting-/tree/main/code-crash%20framework/intent
Command: npx skills add https://github.com/vibercoder79/KI-Masterclass-Koerting- --skill intent-vibercoder79

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It turns a vague initiative into a single measurable intent statement focused on the user outcome, preventing teams from building fast without direction and falling into intent anti-patterns.

Core Features & Use Cases

5-step intent session that distills problem story, baseline, candidate intents, and a success metric into one intent statement.
Two-stage self-check that validates the intent against 8 anti-patterns (5 deterministic mistakes + 3 qualitative “soul killer” checks).
Perceive mode (optional) that ingests operator raw notes/transcripts into an intent draft to reduce startup friction.
Designed for pipeline flow: the resulting intent artifacts become binding inputs for /ideation so acceptance criteria can be measured against the intent.

Quick Start

Start a new initiative by running the command /intent and answering the 5-step prompts to produce intents/INTENT-XX.md and intents/INTENT-XX.validation.md.

Frequently Asked Questions about intent

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

FAQPage Schema

How do I turn a vague product idea into a measurable user outcome?▼

To turn a vague product idea into a measurable user outcome, run a 5-step intent session that distills your problem story, baseline, and candidate intents into a single validated intent statement with success metrics.

What are intent anti-patterns and how do I validate my product strategy against them?▼

Intent anti-patterns are common mistakes that derail product strategy. You validate your strategy against them using a two-stage self-check that flags 5 deterministic mistakes and 3 qualitative soul-killer checks.

How do I convert raw operator notes into a structured product initiative intent?▼

You convert raw operator notes into a structured product initiative intent by using the optional Perceive mode, which ingests unstructured transcripts and generates a drafted intent statement to reduce startup friction.

How do I ensure my ideation acceptance criteria align with my initial product goals?▼

You ensure ideation acceptance criteria align with your product goals by generating binding intent artifacts first. These structured outputs serve as required inputs for the ideation stage so stories can be measured against the original intent.

When should I use an intent statement instead of directly writing user stories?▼

You should use an intent statement instead of directly writing user stories when starting or sharpening product initiatives. It prevents building fast without direction by establishing a measurable, user-centered goal before ideation begins.