Self Aware Prediction System

This skill appears internally coherent and low-risk: it contains documentation and a small local Python function that computes a simple confidence score based on declared inputs. Before installing or enabling for automated use, consider: 1) test the script on representative inputs to confirm its behavior and that its simple heuristics match your needs (it uses a fixed base score and static weights); 2) verify there are no hidden files or later updates that introduce network calls or credential usage; 3) if you plan to supply sensitive content to the skill, ensure your agent's privacy settings are appropriate — the skill itself does not exfiltrate data but your agent may log or route inputs elsewhere; 4) if you need stronger uncertainty quantification, review or replace the heuristic with a more rigorous/statistical method. Overall, nothing in the package requests disproportionate access or contradicts its described purpose.