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major-ai-skills

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Installable agentic skills / AI agent skills (SKILL.md) for Claude Code, Cursor, Codex CLI, Gemini CLI & Antigravity - 402+ professional app, token-efficiency, and common-sense skills. SEO/GEO ready.

alivirgo.github.io/Major-AI-Skills/

alivirgo/Major-AI-Skills

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--- name: build-your-ai-common-sense-habit description: "Build a repeatable prompting habit around clear goals, relevant context, verification, and human review." category: common-sense risk: safe source: self source_type: self date_added: "2026-08-26" tags: ["master-system", "habits", "productivity", "best-practices", "mental-models", "prompt-engineering"] tools: ["claude", "cursor", "gemini", "codex", "chatgpt"] --- # 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: ```markdown 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 | Scenario | Weak Habit | Common Sense Mastery Habit | | :--- | :--- | :--- | | **Starting a task** | *"Help me with my project"* | *"Here is my goal, budget, and audience. Ask me 3 questions to get started."* | | **Reviewing results**| Skimming and trusting math | Running the Python script to verify calculations. | | **Polishing text** | *"Rewrite this draft to be better"* | *"Rephrase only sentence 2 to sound friendlier; keep the rest unchanged."* | | **Comparing tools** | *"Which CRM is best?"* | *"Compare HubSpot vs Pipedrive in a 4-column table. Show fatal flaws for both."* | | **Handling long chats**| Asking 10 separate questions | Batching 4 related sub-questions into a single numbered prompt. |