adoption-friction-detector
OfficialUncover adoption barriers before rollout.
Product & Management#risk assessment#change management#adoption#friction analysis#organizational change#ai rollout
AuthorEthical-AI-Syndicate
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill identifies and analyzes potential barriers to the successful adoption of new AI capabilities within an organization, preventing rollout failures due to unforeseen organizational friction.
Core Features & Use Cases
- Friction Identification: Categorizes adoption barriers into Trust, Incentive, Cultural, Workflow, Skill, and Technical.
- Cascade Analysis: Maps how different friction points can amplify each other, creating larger problems.
- Intervention Prioritization: Scores friction points by severity and influence to guide resource allocation.
- Rollback Criteria: Defines clear conditions under which a rollout should be paused or aborted.
- Use Case: Before launching a new AI-powered customer service chatbot, use this Skill to proactively identify that staff might resist due to fear of blame for AI errors, misaligned incentives that reward call volume over resolution quality, and skepticism from a previous failed automation attempt.
Quick Start
Analyze potential adoption friction for the new AI capability by providing its context and rollout plan.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: adoption-friction-detector Download link: https://github.com/Ethical-AI-Syndicate/skills/archive/main.zip#adoption-friction-detector Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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