Build Your AI Common Sense Habit

Build Your AI Common Sense Habit (The Master Operating System) (AI Skill)

Overview

Generative AI tools (ChatGPT, Claude, Gemini) are not search engines, and they are not infallible humans - they are high-powered, probabilistic text engines. Treating them like magical minds leads to frustration, while treating them with structured common sense turns them into the ultimate personal multiplier.

This guide codifies the 5 Core Habits of High-Leverage AI Operators into a daily mental checklist.

The 5 Pillars of the AI Common Sense Operating System

┌─────────────────────────────────────────────────────────────┐
│                 The AI Common Sense Engine                  │
│                                                             │
│  1. ANCHOR FIRST    ──► Provide role, context & boundaries  │
│           │                                                 │
│  2. BOUND OUTPUT    ──► Set word limits, schemas, or tables │
│           │                                                 │
│  3. VERIFY EXTERNALLY ─► Click URLs, compute math with code │
│           │                                                 │
│  4. PROGRESSIVE FLOW──► Ask BLUF/summary before deep dives  │
│           │                                                 │
│  5. SURGICAL EDITS  ──► Edit only broken lines, keep voice  │
└─────────────────────────────────────────────────────────────┘

The 5 Core Daily Habits

Habit 1: Anchor Before Asking (Context Over Guessing)

• The Rule: Never give a naked 1-line command ("Write an email to Dave").
• The Habit: Always state the Role, Audience, Goal, and Banned Words upfront. 10 seconds of prompt clarity saves 5 minutes of rewriting.

Habit 2: Enforce Bounded Outputs (Tables & Word Ceilings)

• The Rule: Unconstrained AI produces rambling narrative essays.
• The Habit: Explicitly demand: "Respond as a Markdown table with 4 columns" or "Keep answer strictly under 100 words".

Habit 3: Externalize Math and URLs (Zero-Trust Grounding)

• The Rule: LLMs hallucinate numbers, prices, and links because they predict tokens rather than executing calculations or querying live DNS.
• The Habit: Always demand Python scripts for arithmetic and independently click links before sending to clients or stakeholders.

Habit 4: Progressive Disclosure (BLUF First)

• The Rule: Don't read 500 words to find a 1-sentence decision.
• The Habit: Require a 2-line Bottom Line Up Front (BLUF) answer first. Only ask for deep dive documentation if the summary warrants it.

Habit 5: Surgical Spot-Fixing (Preserve Human Voice)

• The Rule: Never tell an AI to "rewrite this entire article" if only one transition is awkward.
• The Habit: Feed only the broken paragraph or sentence to preserve your authentic personality and humor.

The Master Daily System Prompt

Copy this baseline into your ChatGPT / Claude custom instructions or agent system prompt:

Operating Baseline:
1. Deliver the Bottom Line Up Front (BLUF) in lines 1-2.
2. Structure comparative answers in clean Markdown tables rather than long paragraphs.
3. For calculations, write and execute Python code or show explicit step-by-step arithmetic scratchpads.
4. When uncertain or when critical information is missing, ask 3 clarifying questions rather than making assumptions.
5. Ban all AI clichés: "delve", "tapestry", "crucial", "testament", "beacon", "in today's fast-paced world".

Daily Habit Checklist