Autonomy Ladder
SkillSkill
A 3-tier framework that teaches your agent exactly when to act, when to report, and when to ask — so it stops interrupting you for things it should just handle.
About
The biggest tension with AI agents: you want independence but not surprises. The Autonomy Ladder solves this with a tiered decision framework. Tier 1 (act + report), Tier 2 (act + detailed report), Tier 3 (propose + wait). Includes a complete template for MEMORY.md, examples for common business operations, and guidance on expanding autonomy over time as trust builds.
Core Capabilities
- 3-tier decision framework
- MEMORY.md template
- Escalation rules
- Trust-building progression
- Operations examples
- Boundary definitions
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Version History
This skill is actively maintained.
March 7, 2026
One-time purchase
$5
By continuing, you agree to the Buyer Terms of Service.
Details
- Type
- Skill
- Category
- Productivity
- Price
- $5
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs and other instruction-friendly AI tools.
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