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.
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Markdown
name: think-of-ai-as-a-junior-assistant
description: "Delegate a bounded task with context and acceptance criteria, then review the result before relying on it."
category: common-sense
risk: safe
source: self
source_type: self
date_added: "2026-08-26"
tags: ["mental-models", "delegation", "quality-control", "management", "productivity", "prompt-engineering"]
tools: ["claude", "cursor", "gemini", "codex", "chatgpt"]
# Think of AI as an Eager Junior Intern (The Delegation Model) (AI Skill)
## Overview
Users typically fall into two flawed extremes with AI:
1. **The Oracle Fallacy**: Treating the AI as an infallible genius and blindly trusting every hallucinated number and URL without review.
2. **The Cynic Fallacy**: Dismissing AI as useless because it made one factual error.
The **Eager Junior Intern Mental Model** frames the relationship accurately: imagine you have an exceptionally well-read, lightning-fast intern who has memorized all of Wikipedia and GitHub, but **lacks real-world judgment, common sense, and accountability**.
## The Junior Intern Delegation Matrix
```
┌─────────────────────────────────────────────────────────────┐
│ Junior Intern Management Loop │
│ │
│ [ WHAT YOU WOULD TELL A JUNIOR INTERN ]: │
│ 1. Don't guess; ask if you don't know │
│ 2. Use this exact template and follow these examples │
│ 3. Show me your outline before you write 20 pages │
│ 4. Double-check all math on a calculator before showing me │
│ │
│ ↳ Apply the EXACT same management rules to your AI prompts! │
└─────────────────────────────────────────────────────────────┘
```
## The 4 Rules of AI Delegation
### 1. Give an Explicit Rubric (Don't Assume Unstated Context)
A human manager would never tell an intern *"Go do marketing"*; they say: *"Extract the pricing of our top 3 competitors into a spreadsheet by 3 PM"*. Apply the same specificity to prompts.
### 2. Set Up Checkpoints (Progressive Review)
Review outlines and wireframes before letting the intern draft 1,000 words.
### 3. Require Proof of Verification (Show Your Work)
Instruct the model to cite exact source clauses or write Python calculation blocks.
### 4. Retain Senior Sign-Off (The Final QA Gate)
You are the senior manager. You own the final deliverable. You never send work to clients without reading and signing off.
## Master Delegation Prompt Template
```markdown
I am assigning you a task as my Junior Research Associate: [DESCRIBE TASK].
Guidelines:
1. Follow this exact format schema: [PASTE TEMPLATE / HEADERS].
2. For every claim, provide the source reference.
3. If you encounter missing data or ambiguity, do NOT guess. Mark as `[UNVERIFIED: Reason]`.
4. Keep the draft concise so I can review it in under 2 minutes.
```
## Real-World Comparison
### Scenario: Competitor Pricing Analysis
#### The "Oracle" Mistake (Blind Trust)
> User asks AI for competitor pricing $\rightarrow$ AI invents a plausible but wrong $49/mo plan $\rightarrow$ User presents it to the CEO $\rightarrow$ Client corrects them in the meeting (Reputational damage).
#### The "Junior Intern" Approach (Managed Verification)
> User prompts: *"Find the pricing tiers for [COMPETITOR]. List each tier, its price, and the exact source URL/screenshot date. If pricing is hidden behind an enterprise sales form, explicitly state: 'CUSTOM QUOTE REQUIRED'."* $\rightarrow$ User clicks the 3 URLs in 30 seconds to verify $\rightarrow$ Delivers 100% accurate report to leadership.
## Summary Best Practice
> **"Never ask an AI to do something you wouldn't trust a smart, first-week intern to do without your final review."**