Step 01
Complete a Task with the AI
First, have a successful interaction with your AI agent that completes a task you want to make repeatable, such as generating a specific report or dashboard.
IntermediateOperations
How to Turn a One-Off AI Chat Session into a Reusable Workflow for Your Team
Transform a successful AI chat session into a reusable skill that anyone in your company can use. Package prompts, tools, and code into a standardized workflow, making it easy to share and scale automation across your organization.
Try this with your AI assistant
Download the skill for this workflow. Version 1.0.1.
Source episodeHow Stripe Built Kai: Data Dashboards, Reusable Skills, and Enterprise AI Governance
with Claire Vo
Before you start
Tools used
- Kai (Stripe)
Stripe’s internal AI assistant for data analysis, reusable workflows, and governed access to company tools.
The workflow
Follow the sequence once, then adapt the prompts, checks, and handoffs to your own setup.
5 steps
Step 02
Ask the AI to Create a Skill
Prompt the AI to package the conversation history into a new, reusable skill. The AI will use a 'skill-creator skill' to analyze the session.
The AI analyzes the prompts, tools used, and code generated in the session to create a standardized skill definition.
Step 03
Review and Refine the Skill Definition
Use the provided editor to review the auto-generated skill definition. You can adjust the skill's name, description, and the trigger phrases that will invoke it.
Step 04
Save the New Skill
Save the skill to add it to your company's shared library of automations, making it accessible to other users.
Step 05
Test the New Skill
In a new session, use one of the natural language trigger phrases you defined to invoke your new skill and verify that it runs the entire workflow correctly.
Example prompt
Give me the latest Kai Adoption Dashboard
Build your next product with ChatPRD
Turn an idea into a PRD, user stories, and a plan.
Related workflows
intermediateEngineeringMeta MuseClaude Code
How to Set Up Meta's Muse Wonder for Headless AI Testing
A step-by-step guide to signing up for Meta's Muse API, installing the Muse Code command-line tool, and running it headlessly with an external agent like Claude Code for easier testing and benchmarking.
Open
advancedOperationsMeta Muse
How to Test an AI Agent for Complex Customer Support Ticket Resolution
Benchmark an agentic AI model's ability to resolve complex customer billing issues. This workflow tests the AI's ability to investigate tickets, handle complex logic, execute changes in an admin app, and communicate with the customer.
Open
intermediateProductClaudeGoogle Drive+1
Generate New Video Ideas by Analyzing Your TikTok Comments with Claude
Use your existing TikTok video library and their associated comment threads to generate highly relevant new content ideas and scripts. This workflow pairs audience feedback directly with the specific video performance that prompted it, leading to targeted and engaging new topics.
Open
Start shipping better products.
Join 250,000+ product managers who use ChatPRD to write better docs, align teams faster, and build products users love.
Free to start · 14-day Pro trial · SOC 2 Type II
