Circle of Competence Enforcement

Assess domain admissibility and require human oversight for knowledge boundary expansion.

Updated Jan 8, 2026

Search Tags:#decision making #governance #risk management #oversight #admissibility #competence

Ready to run

npx skills add https://github.com/colinalexander/buffet --skill circle-of-competence-enforcement

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Circle of Competence Enforcement
Source: https://github.com/colinalexander/buffet/tree/main/skills/circle_of_competence_enforcement
Command: npx skills add https://github.com/colinalexander/buffet --skill circle-of-competence-enforcement

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill ensures that judgments and decisions are confined to areas where genuine understanding exists, preventing overconfidence and the consequences of acting outside one's expertise.

Core Features & Use Cases

Domain Admissibility: Determines if a business or situation is within the system's knowable boundaries.
Explicit Ignorance Acknowledgment: Forces the identification and documentation of what is not understood.
Monitoring Capability: Verifies that a business or situation can be effectively monitored for changes in assumptions.
Use Case: Before evaluating an investment opportunity in a highly specialized biotech firm, this Skill would first assess if the underlying science and market dynamics are sufficiently understood, flagging it for escalation if not.

Quick Start

Use the Circle of Competence Enforcement skill to assess if a new technology startup falls within our defined areas of expertise.

Frequently Asked Questions about Circle of Competence Enforcement

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

FAQPage Schema

What is domain admissibility in risk management and decision making?▼

Domain admissibility in decision making confines judgments to areas where genuine understanding exists. It assesses causal comprehensibility, boundary honesty, and monitoring capability to prevent overconfidence and the consequences of acting outside your expertise.

How do I enforce governance boundaries for autonomous decision making models?▼

Enforce governance boundaries for autonomous decision making by requiring human oversight for any expansion of knowledge limits. This prevents models from automatically expanding their domain boundaries and ensures judgments stay within monitored, comprehensible areas.

How do I assess if an investment opportunity is outside my area of competence?▼

Assess if an investment is outside your competence by evaluating causal comprehensibility, boundary honesty, and monitoring capability. You must explicitly acknowledge ignorance and flag the opportunity for escalation if the underlying dynamics are not understood.

When do I need to document explicit ignorance for risk oversight?▼

Document explicit ignorance for risk oversight when evaluating specialized situations or technologies where assumptions might change. This forces the identification of what is not understood and verifies you can effectively monitor the situation.

Does admissibility enforcement work for evaluating specialized technology startups?▼

Admissibility enforcement works for evaluating specialized technology startups by first assessing if the underlying science and market dynamics are sufficiently understood. It flags the evaluation for escalation if the business falls outside your defined expertise.