The Archive | The AI Playbook

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The Briefing Document

⏱ 4 min read ➤ 3 prompts

You'll build: a 1-page brief from any research pile

Most AI output is too long, too generic, and too boring. Here is the fix.

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2 Published

The Weekly Review

⏱ 4 min read ➤ 3 prompts

You'll build: a 10-minute Friday review system

Most people end their week without processing what happened. This changes that.

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3 Published

The Meeting Prep

⏱ 6 min read ➤ 3 prompts

You'll build: a 15-min meeting simulation

Most people prepare by reviewing the agenda. You are going to prepare by simulating the conversation.

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4 Published

The Email Drafter

⏱ 5 min read ➤ 4 prompts

You'll build: emails that close loops, not create them

The problem is not how fast you write. It is that your emails create more work than they resolve.

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5 Published

The Contract Decoder

⏱ 7 min read ➤ 5 prompts

You'll build: a 10-min contract review workflow

You have signed documents you did not fully read. Here is how to fix that going forward.

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6 Published

The Data Analyst

⏱ 5 min read ➤ 4 prompts

You'll build: data-to-recommendation in 5 minutes

Most data sits in spreadsheets nobody looks at. Here is how to make it speak.

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7 Published

Persistent AI Context

⏱ 5 min read ➤ 3 prompts

You'll build: a context file AI remembers forever

Every new conversation starts from zero. Unless you build the system that prevents it.

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8 Published

The Decision Log

⏱ 5 min read ➤ 3 prompts

You'll build: a system that captures why you decided

Most decisions disappear the moment you move on. Here is how to capture them so future-you can learn from them.

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9 Published

The Reasoning Audit

⏱ 5 min read ➤ 3 prompts

You'll build: a 10-min thinking pressure test

Most thinking errors are visible — if you know how to look. Here is how to use AI to find them before they cost you.

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10 Published

The Overnight Run

⏱ 6 min read ➤ 4 prompts

You'll build: an AI loop that runs while you sleep

Most people use AI reactively — question, answer, repeat. Here is how to build a system that runs on its own.

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11 Published

The Negotiation Brief

⏱ 5 min read ➤ 3 prompts

You'll build: a pre-negotiation preparation brief

Most people negotiate on instinct. Here is how to negotiate on preparation.

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12 Published

The Research Synthesizer

⏱ 4 min read ➤ 3 prompts

You'll build: 15 tabs into one clear briefing

You already have all the information. The problem is it is scattered across twelve different places.

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13 Published

The Persistent Agent

⏱ 15 min read ➤ 3 prompts

You'll build: an AI system that runs every morning without you

Issue #10 showed you how to run one overnight task. This issue shows you how to build a system that never stops working.

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14 Published

The Decision Dashboard

⏱ 12 min read ➤ 3 prompts

You'll build: one morning view that aggregates all your agents' output

You built the agents. Now build the dashboard that makes their output actionable in 5 minutes.

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15 Published

The Quality Gate

⏱ 10 min read ➤ 3 prompts

You'll build: an AI review loop that catches agent errors before you do

Your agents will make mistakes. Build a review layer that catches errors, hallucinations, and stale data before they reach your dashboard.

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16 Published

The Feedback Loop

⏱ 10 min read ➤ 3 prompts

You'll build: a metrics layer that makes your AI system improve itself weekly

Your agents run daily. But are they getting better? Build a metrics layer that tracks accuracy, detects drift, and tells you exactly what to fix next.

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17 Published

The Handoff

⏱ 12 min read ➤ 3 prompts

You'll build: an earned-autonomy framework that lets your best agents run themselves

Your metrics prove which agents are reliable. Build a three-tier system where agents graduate from review-required to autonomous based on their accuracy track record.

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18 Published

The Safety Net

⏱ 14 min read ➤ 3 prompts

You'll build: an incident response system that turns every agent failure into a permanent fix

Your agents run autonomously. But what happens when one fails at 2 AM? Build a three-layer safety net — detection, escalation, and post-mortem generation.

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