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iamladi
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prompt-as-onboarding

Transform product context into reasoning-based onboarding documents with structured sections.

1|Updated Oct 30, 2025
Search Tags:#onboarding#edge-cases#prompt-engineering#system-prompt#ai-prompt#product-context#reasoning-based
One-click install
npx skills add https://github.com/iamladi/cautious-computing-machine--primitives-plugin --skill prompt-as-onboarding
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-as-onboarding
Source: https://github.com/iamladi/cautious-computing-machine--primitives-plugin/tree/main/skills/prompt-as-onboarding
Command: npx skills add https://github.com/iamladi/cautious-computing-machine--primitives-plugin --skill prompt-as-onboarding

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Transform product context into reasoning-based system prompts structured as onboarding documents. Instead of rules, you create judgment criteria. Instead of checklists, you explain WHY.

Core Features & Use Cases

  • Generates a complete onboarding document that defines AI identity, goals, core behaviors, constraints, edge-case principles, and tone.
  • Provides structured guidance for handling novel situations with explicit reasoning and exemplars.
  • Useful for building AI-powered features, refining prompts, and aligning AI behavior with product requirements across teams.

Quick Start

Provide product context (name, users, goals) and I will generate a complete reasoning-based onboarding prompt.

Frequently Asked Questions about prompt-as-onboarding

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

FAQPage Schema
How do I create a reasoning-based system prompt for AI onboarding?▼

To create a reasoning-based system prompt, provide your product context, such as the application name, target users, and goals. This Skill transforms that context into an onboarding document defining AI identity, core behaviors, and decision principles.

What is the difference between a rule-based checklist and a reasoning-based prompt?▼

A reasoning-based prompt provides judgment criteria and explains why certain constraints exist, rather than just offering a static checklist of rules. This approach helps the AI handle novel situations and edge cases through explicit reasoning and exemplar guidance.

How do I align AI output with product requirements across different teams?▼

You can align AI output by generating a structured onboarding document that defines success criteria, edge case principles, and a tone guide. This ensures all teams share a unified understanding of the AI role and constraints.

What sections are included in a reasoning-based onboarding prompt?▼

A reasoning-based onboarding prompt includes structured sections for Identity, Goals, Core Behaviors, Edge Case Principles, Constraints with Reasoning, and a Tone Guide. It also supports optional features to tailor the AI's behavior further.

Can I use this approach to refine prompts for new product features?▼

Yes, this approach is specifically useful for building AI-powered features and refining prompts. By inputting the new feature's context, you generate a complete onboarding document that aligns the AI's behavior with the specific product requirements.

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