Frameworks

AI-Accelerated Expert Templating

Reverse engineer expert work, encode its mechanism, and adapt it at scale.

AI-Compressed Growth Build Cycle

Turn a growth idea into a reactive prototype before production handoff.

AI-First, Search-Verified Workflow

Use AI to discover possibilities and search to verify consequential facts

AI Second Brain Starter Stack

Build a personal operating system from a vault, AI, routing, and connectors.

AI Trust Calibration Loop

Iterate prompts against checked examples until accuracy clears the task's threshold.

AI-Written Prompt Workflow

Specify the desired outcome and let the model draft its own prompt.

Client Project Context Stack

Give every client and deliverable its own reusable AI context

CRM-to-AI Prospecting Draft Loop

Generate an AI prospecting draft automatically whenever a new lead enters the CRM.

Goal-Format-Warnings-Context Prompt Anatomy

Structure every prompt around the outcome, format, safeguards, and evidence.

Impact × Speed AI Use-Case Matrix

Prioritize AI projects by business impact and time to launch

Incremental Prompt Refinement Loop

Improve AI outputs through small, observable prompt changes

Ingest-Route-Lint AI Second Brain

Continuously turn scattered company activity into organized agent-ready memory

Interactive Daily Assistant Loop

Brief the day, use the artifact live, then convert new evidence into follow-up actions.

LLM Meeting Brief Generator

Compile meeting context into one brief with history, actions, and decisive questions.

LLM Wiki Ingestion Loop

Capture raw knowledge, let an LLM organize it, and retrieve connected insights

Meeting-to-Deliverable Automation

Convert meeting transcripts into polished recaps and action plans in minutes.

One-Shot Meta-Prompting Workflow

Build and refine a complete prompt before invoking a slow reasoning model

One Show, Many Discovery Assets

Design one flagship show to generate every major YouTube format

One Significant Thing

Start each day with the single task that would make the day meaningful

One-Use-Case Agent Rollout

Prove one simple automation before adding channels, tasks, or permissions.

Productivity8 steps

One-Workflow Skill Maturity Loop

Adopt one AI workflow, measure corrections, and refine it before scaling.

Own Your Calendar

Time-block proactive priorities and contain reactive communication

Pilot-Template Production System

Let creatives design the pilot, then hand repeat production to operators

Project Knowledge Assistant Loop

Continuously turn project records into portable summaries and interactive answers

Prompt-to-Skill Improvement Loop

Turn successful prompting into a reusable skill, then refine it through feedback.

Push and Pull Leadership Technique

Preselect where you will push and let teams pull you into everything else

Real Project Status

Turn scattered project communications into a decision-ready status brief

Role-to-Task AI Decomposition

Break a job into tasks before deciding what AI should automate or assist

Selective Context Loading

Route only task-relevant foundational files into each AI skill.

Single-Project AI Assistant

Turn one project's complete evidence base into a persistent assistant

The Rule of Five

Push an AI output through five focused improvement rounds

Three-Tier AI Model Routing System

Route each AI task by cost, speed, intelligence, and reasoning depth

Transcript Insight Mining Pipeline

Mine, verify, and develop one transcript insight at a time

Transcript-to-Content Package Agent

Convert one transcript into a coordinated package of channel-ready assets.

Work-or-Meetings Time Audit

Audit calendar and communication data to redesign how you spend time

Agent Delegation Brief

Manage an AI agent with context, steps, outcomes, and constraints.

Align Before You Execute

Work backward, align with the model, then execute the task

Artifact-to-Multiplatform Content Pipeline

Transform local assets into reviewed posts, visuals, and scheduled campaigns

Async Week Process Automation

Document work, let AI critique it, then automate the highest-value steps.

Binary Actionable Takeaway Test

Turn vague advice into a specific action with observable completion and impact.

Browser-Agent Task Fit Checklist

Outsource repeatable browser work while keeping primary browsing stable

Claude Project Executive Assistant

Turn meeting transcripts into a continuously updated action system

Commute-to-Commute LinkedIn Cadence

Embed publishing, engagement, and DMs into fixed daily time blocks

Context-Window Task Decomposition

Break jobs into bounded tasks that an AI can hold, judge, and complete.

Create-Do Acceleration Flywheel

Publish real work to generate feedback that motivates faster, deeper execution.

Creative Barbell

Separate unstructured idea discovery from structured daily processing.

Custom AI Course Prompt Architecture

Design a personalized, action-first executive course with one structured prompt.

Custom GPT Prompt Engineer

Turn proven prompt templates into reusable assistants that interview and draft for you.

Deep-Research-to-Audio Learning Loop

Research a topic, convert the findings to audio, then interrogate the lesson

Deep Research-to-Interactive Learning Stack

Turn broad research into a cited, queryable, interactive learning experience

Do-Correct-Crystallize Skill Loop

Turn proven AI-assisted work into reusable, continuously improving skills.

Documentation-First AI Automation

Capture workflows and decisions before automating or querying them

Enterprise Automation Prioritization Loop

Inventory repetitive work, rank automation opportunities, and prove the return

Execution-Level Strategic Thinking

Reconnect every assigned task to its outcome, variables, and tradeoffs

Fast and Ugly

Create rough work quickly, preserve momentum, then refine the strongest material

Five-Pass AI Iteration Loop

Make AI critique and improve its output five times before human editing

Four Rules for Prompting Reasoning Models

Give reasoning models clear structure without making them overthink

Goal-to-Prompt Router

Match each goal to the prompt type most likely to produce an actionable result

Human-in-the-Loop SEO Agent Workflow

Automate repetitive SEO jobs while reserving consequential decisions for humans

LLM Wiki Pipeline

Turn raw source files into persistent, AI-readable knowledge.

Machine-First, Human-Second Workflow

Test every suitable brief with AI, then route failures to people and refine successes.

Manual-to-Skill Loop

Turn a successful AI session into a repeatable operating procedure

Modular Marketing Skill Pipeline

Break an end-to-end marketing task into reusable, debuggable skills

Narrate-to-Prompt Delegation Method

Describe a recurring task and let AI design its reusable prompt

Playground-to-Automation Workflow

Perfect AI output manually before embedding it in automated workflows

Primary-Source Content Distillation

Turn expert conversations into structured outlines without outsourcing the voice

Project AI Assistant

Turn project knowledge into a context-rich strategic collaborator

Prompt Before Production

Refine cheap text prompts before generating expensive creative assets

Prompt-to-Agent Graduation Rule

Automate only after a prompt performs a narrow process reliably.

Question-Depth Routing Rule

Route factual lookups to fast models and complex investigations to deep research

Recurring Agent Worker Conversion

Turn a validated workflow into an always-on skill with exception-based check-ins

Repeat-Use Build Filter

Build reusable AI assets and reject costly disposable distractions

Repetitive, Low-Risk Workflow Mapping

Find safe AI opportunities by mapping repetitive human work first

Script-First Content Validation Ladder

Test an idea in low-cost formats before investing in video production.

Six-Week Marketing Sprint Model

Mobilize fluid teams around one outcome for six focused weeks.

Smart Meeting Prep

Predict the five topics that matter before every one-on-one

Systems, Not Processes

Create repeatable playbooks while preserving skilled human judgment

The AI Skill Ladder

Climb from one-off questions to reusable, multi-tool AI workflows.

Three-Step Workflow Automation

Turn recurring manual work into an AI-operated system

Two-Assistant Project Knowledge System

Split project knowledge by source, then give each source a focused AI assistant.

Two-Year Career Sprints

Commit for 24 months and pursue one career-defining win with urgency

Unique-Skill Delegation Audit

Audit your time and delegate work that does not require your unique strengths.

Voice-to-Text Modality Bridge

Speak ideas quickly, then convert them into text people can process quickly.

Walk Before You Agent

Master predictable automation before adding agents and AI decisions

AI-First Task Transformation

Turn recorded work into a scoped, costed AI-assisted workflow

AI Second-Brain Projects

Give every recurring project its own persistent AI context.

AI Sprawl Use-Case Routing

Route each task to the AI product that performs its use case best

AI Time Reinvestment Loop

Automate production, then reinvest the saved time in higher-value creative work.

AI Workflow Mapping Audit

Turn scattered work data into a structured map of workflows and automation opportunities.

A-Roll and B-Roll Modular Assembly

Generate presenters and supporting footage separately, then assemble them rapidly

AutoGPT Goal-to-Agent Workflow

Turn one mission into coordinated tasks executed by autonomous AI agents

Build-in-Public Accountability Loop

Create public commitments that force better thinking, execution, and distribution.

Creator-Operator Content System

Separate creative work from operations to scale media without draining creators

Deadline-to-Play Focus Stack

Turn distant goals into urgent deadlines, near-term periods, and winnable plays.

Embedded-AI Software Procurement Gate

Reject software that lacks useful AI inside the workflow.

Midjourney-to-Canva Production Handoff

Generate and iterate in Midjourney, then finish and package in Canva.

Modular Prompting Batch Engine

Combine reusable prompt modules, split batches, and generate assets in parallel.

Onboard AI Like an Employee

Teach an AI role through onboarding documents, projects, and reusable skills.

One-Hour Seller Workflow

Chain win analysis, risk triage, and personalized outreach into one work session.

One-Section-at-a-Time Generation Rule

Break large outputs into reviewable sections and approve each before continuing

Outcome-Based AI Delegation

Delegate the desired outcome instead of supervising every task.

Podcast Quality Feedback Loop

Improve every episode through preparation, producer critique, and listener feedback.

Portable Memory Delegation Loop

Combine persistent personal context with a current web task to reduce prompting

Proactive Knowledge Resurfacing Loop

Schedule AI to turn recent learning into timely next actions

Repetition-First Voice Adoption Scorecard

Prioritize frequent typing workflows and prove value with speed and time saved.

Research-to-Output Pipeline

Make research produce the next usable artifact instead of stopping at analysis.

Skill × Clarity AI Leverage Formula

Increase AI leverage by combining domain skill with precise instructions.

Ten-Minute Daily Board Habit

Run your biggest daily problem through an AI board for ten minutes

The Leverage Lens

Reuse proven work to turn a small input into a disproportionate result

The Tuned Information Flow Funnel

Turn focused source scanning into a month of high-potential content ideas.

Vibe Working Operating Model

Describe the outcome and manage specialized AI agents that execute the work

Weekly AI Friction Audit

Turn recurring workflow friction into a redesigned process each week

Workflow-to-Skill Capture

Turn narrated real work into a reusable AI skill.

AI Media Repurposing Team

Pair expert operators with AI to multiply each original content asset.

AI Research-to-Visualization Pipeline

Turn a vast document corpus into an updated decision-ready chart

Automate the Work, Master the 10X Input

Automate routine work and concentrate your effort on the input that drives results.

Chat-or-Click Delegation Rule

Delegate parallel or context-heavy browsing and click through simple tasks yourself

Connected Marketing Status Review

Turn live project data into an actionable team status report

Founder-Review Priority Test

Prioritize work you can proudly connect to a better customer outcome

Goal-Example-Data Prompt Formula

Give the model one job, show success, and supply the raw inputs

Guide-to-Prompt Library

Convert an authoritative prompt guide into task-ready templates for your field

Human-at-the-Edges Agent Test

Automate multistep work while keeping humans at critical control points

Inbox Agent Delegation Loop

Delegate repeatable work by forwarding email to a specialized AI inbox

Knowledge-to-Action Prompt Pipeline

Turn collected expert knowledge into an AI workflow that improves real work

Maximum Life, Minimum Effort

Remove low-value work and test ideas with the smallest useful input

Personal Software Suite Model

Vibe-code small custom apps around the way you repeatedly work.

Record-Narrate-Replicate Workflow Capture

Turn narrated work recordings into reusable AI workflows and skills.

Recurring-Task GPT Training Loop

Turn frequent tasks into trained assistants through sustained iteration

Repeatable Workflow Handoff Test

Turn recurring work into scalable workflows an AI team can own

Running Story Log

Capture everyday learning moments before they disappear, then develop them into content.

Single-Step Gemini Image Editing Loop

Make one precise visual change at a time, inspect it, and iterate.

Source-Directed Deep Research

Connect the right systems and explicitly direct AI to the evidence.

Task-Specific AI Habit Loop

Turn recurring work into context-rich AI collaboration loops

Template Deck Remix

Turn last cycle’s deck into an 80%-complete update with one prompt

The Human Sandwich

Set the direction, let AI execute, then refine the result.

The Stop-One-Thing Simplification Loop

Remove one marginal activity, observe the gain, and repeat the pruning cycle.

Thread-to-Skill Pattern Mining

Detect repeated AI work and compress it into reusable skills

Threshold-Triggered Content Repurposing

Scale proven content only after performance signals justify distribution

Walk–Transcribe–Distill Writing Pipeline

Turn spoken streams of consciousness into structured writing ideas

AI 80/20 Editor Model

Let AI create the first 80%, then spend human effort on the decisive 20%.

Build-Buy-Use Agent Decision Loop

Map recurring work, choose build or buy, and operationalize agents continuously.

Iterative AI-Assisted Research

Refine one live search conversation until it produces a decision-ready comparison.

Job-to-AI-Skill Prioritization

Convert recurring role responsibilities into ranked, reusable AI skills.

Right-Reason Delegation Test

Delegate for leverage or expertise, never merely to escape work.

Specialized GPT Agent Chain

Assign a bounded function to each AI agent and pass work between them

Task-Based AI Routing

Route each task to the AI whose context and strengths fit it best

Task-Level AI Automation Audit

Decompose a role into tasks and assess AI suitability one task at a time.

Web-as-Agent-Context Loop

Turn an open web page into context for immediate analysis and modeling

Action-or-Async Meeting Rule

Reserve meetings for shared action and move routine updates async

AI Building-Block Prompting Model

Adapt proven prompts as modular components instead of copying them unchanged

AI Context Expansion Workflow

Turn an interesting post into a sourced briefing without reading every link

AI Copilot Value-Curve Model

Delegate lower-value tasks to AI so people can concentrate on judgment and creativity.

AI Coworker Onboarding

Train an AI agent with context, constraints, examples, and iterative feedback.

Biweekly Momentum Driver

Review shipped work, missed commitments, and the next two-week promise

Connected Research Briefing Deck

Combine connected records and research into a visual meeting brief

Context-First Prompting

Feed AI the right evidence and constraints before asking it to produce work.

Explore, Synthesize, Then Compress

Discover deeply with separate prompts before encoding the workflow as a mega prompt.

Multi-Model Deep Research Workflow

Combine specialized AI researchers, then synthesize their strongest findings

Permission-to-Focus Reset

Use constraints to declutter strategy and concentrate execution.

Role-to-Agent Automation Decomposition

Break a role into tasks, score automation potential, then prototype one workflow

Screen-Record Automation Audit

Record recurring work and let a multimodal model expose automation opportunities

Screenshot Tutorial Companion

Diagnose an unfamiliar interface by turning a screenshot into guided instruction

Specialist Model Handoff

Assign research, narrative design, and rendering to the AI best suited to each task

Task-Based AI Model Portfolio

Assign each AI model a job, then test challengers against the incumbent.

Test-and-Iterate Personal AI Adoption

Lower expectations, test bounded tasks, and retain only uses that improve your work.

Two-Year Career Sprints

Commit long enough to create impact while preserving urgency

Agent Operations Control Panel

Centralize attention, schedules, pinned work, and daily summaries for agent oversight

AI Tool Selection Ladder

Match the build tool to the artifact, complexity, and operator skill.

Minimum Viable Professional Podcast Studio

Assemble a simple video-ready studio without an expensive mixer or production room.

Parallel Virtual Agent Orchestration

Delegate independent workstreams to agents and manage by progress

Prompt-to-Agent Research Workflow

Turn a conversational brief into a structured browser-agent task

Strategic Boredom

Create calm periods to discover what deserves your attention.

Voice Walk-and-Talk Clarification Loop

Use spoken first-principles questioning to turn rough thoughts into a clear output

Human-Driven and AI-Assisted Work Model

Assign humans direction and judgment while AI accelerates execution.

Context-to-Deliverable Agent Workflow

Combine source files, a clear goal, and constraints to produce a usable deliverable

Learn About Guided Research Loop

Turn a broad question into sourced, navigable, multimedia research

Native-Expert Model Handoff

Use the model closest to a domain to brief the model executing the build.

Action-Connected Custom GPT Agent

Turn a recurring software workflow into an callable AI specialist.

Outcome-Verifiability Model Selection

Match AI models to how clearly their outputs can be judged

Parallel Model Comparison Rule

Run important prompts through multiple models and select the strongest response

Workflow Loom-to-Skill Pipeline

Turn recordings of real work into an AI-assisted workflow redesign.

Prompt Engineer in a Box

Convert a trusted prompting guide into a reusable AI prompt-improvement assistant