AI Skills
Create repeatable leverage through clear context, constraints, examples, and iteration.
Becoming AI-Augmented
Activate Balanced AI Capability
Activation is not collecting prompts. It is building the skills that let AI speed remain grounded in judgment.
The Four Pillars
Capability Has to Stay Balanced
SME Skills
Ground output in local truth, edge cases, domain constraints, and actual operating context.
Core Skills
Strengthen cognitive infrastructure: reasoning, writing, analysis, and judgment.
Meta Skills
Govern self and system under pressure through reflection, adaptation, and escalation.
Practice Drills
- Add context the model cannot infer.
- State constraints and non-goals.
- Require evidence and uncertainty flags.
- Ask for validation steps before final output.
Prompt Improvement Exercise
Targets will appear here.
Workflow Amplification Canvas
Map inputs, judgment points, AI steps, validation steps, final owner, and reusable artifacts.
SME Capture Worksheet
Externalize tacit knowledge, expert constraints, failure modes, and examples.
Constraint Call Exercise
Define the average answer, add the expert edge, and force recalculation.