Guides decision-making by defining boundaries of expertise to prevent errors in unfamiliar domains.
The Circle of Competence skill integrates a core mental model used by top investors and thinkers to help Claude recognize its limitations and operate more effectively. By categorizing tasks into 'Inside,' 'Edge,' or 'Outside' competence zones, this skill ensures that technical advice and project decisions are grounded in genuine expertise. It provides a structured framework for evaluating new opportunities, identifying when to delegate to specialists, and managing the risks associated with the Dunning-Kruger effect in complex software development environments.
主要功能
017 GitHub stars
02Calibrated self-assessment based on historical track records
03Decision flow logic for confidence-based action or delegation
04Three-zone expertise mapping (Inside, Edge, and Outside)
05Domain-specific boundary assessment for technical tasks
06Verification checklists to prevent 'Circle Creep' and stale expertise
使用场景
01Assessing when to hire a specialist versus learning a new skill in-house
02Evaluating the risk of adopting a new technology or architectural pattern
03Deciding whether to take on a project in an unfamiliar business domain
