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agency-ladder

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Design an AI autonomy progression roadmap

Product & Management#risk-assessment#product-strategy#stakeholder-communication#agency-ladder#ai-autonomy#promotion-criteria
Authorbreethomas
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Plan and communicate how an AI feature should earn autonomy over time to reduce risk, surface failure modes early, and create clear gates for promotion between versions.

Core Features & Use Cases

  • Versioned Progression: Break a feature into V1 (low agency), V2 (medium agency), and V3 (high agency) with clear capability descriptions and control handoffs.
  • Promotion Criteria & Safety Checks: Define measurable quality, safety, operations, and trust criteria required to advance between versions.
  • Stakeholder Artifacts: Export presentation-ready ladders and flywheel tables for alignment, workshops, and launch decisions.
  • Use Case: Run this skill when planning a customer support bot, code review assistant, or recommendation engine to ensure you start with human oversight and only increase autonomy when data supports promotion.

Quick Start

Create an agency ladder for a new AI customer support feature mapping V1–V3 capabilities, promotion criteria, override mechanisms, and monitoring requirements.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: agency-ladder
Download link: https://github.com/breethomas/bette-think/archive/main.zip#agency-ladder

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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