How we automate integrity.

ACT_AS: 'Process Efficiency Engineer' CONTEXT: 'I run a [YOUR_INDUSTRY].' TASK: 'Simulate a Time and Motion Study for a single client lifecycle, from inquiry to payment.' OUTPUT: 'Identify the 3-5 steps where the most non-value-added time occurs.'

TASK: 'I suspect my Black Hole is between [STEP_A] and [STEP_B] in my sales process.' ACTION: 'List 5 data points or timestamps I should track today to prove how long that delay is.'

INPUT_VAR: Sale_Value='$[AMOUNT]' | Profit_Margin='[%]' | Lost_Leads='[N/MONTH]' TASK: 'Calculate my annualized Opportunity Cost.' OUTPUT: 'Draft a persuasive paragraph to justify $100/mo to fix the bleed.'

INPUT_DATA: 'My manual workflow: [LIST_STEPS]' TASK: 'Visualize this as a Value Stream Map.' OUTPUT: 'Categorize each step as Value Added (Green) or Non-Value Added (Red).'

ACT_AS: 'Impatient Customer' TASK: 'List the 5 most annoying friction points when hiring a [YOUR_SERVICE].' ACTION: 'Suggest one AI automation that would eliminate the biggest one.'

CONTEXT: 'Building an AI gatekeeper for my [INDUSTRY] business.' TASK: 'Define 5 crucial data points (e.g., location, budget) it MUST extract before passing a lead.'

TASK: 'Create a logic matrix for an [INDUSTRY] receptionist.' OUTPUT: 'List 3 criteria for Hard No (Polite Decline) and 3 for Soft Yes (Schedule).'

PLATFORM: 'Breezy.ai / Vapi' TASK: 'Define a voice persona for my [BUSINESS_TYPE]. Name, tone, opening greeting.'

SCENARIO: 'User is asking questions the AI can\'t answer.' TASK: 'Script three polite, de-escalating responses that push toward voicemail without hallucinating.'

INDUSTRY: '[HIGH_RISK_INDUSTRY]' TASK: 'Define Level 2 Autonomy for my intake.' QUESTION: 'What Check-Gate must a human perform before the AI sends final response?'

INPUT_TEXT: '[PASTE_MESSY_EMAIL]' TASK: 'System Prompt for Gemini to extract data.' REQUIREMENT: 'Clean JSON: {Name, Phone, Service_Type, Urgency_Score}.'

TOOLS: '[Email] + [Gemini API] + [CRM]' TASK: 'Outline Trigger, Action, Filter steps to connect these three tools.'

ERROR: 'AI categorized ceiling fan as HVAC work.' TASK: 'Rewrite the System Prompt to distinguish Minor Electrical from Major HVAC.'

TOPIC: 'Enterprise API vs Public Chatbot' TASK: '3 bullets on why Gemini API via Zapier is more secure than pasting data into ChatGPT.'

INPUT_LIST: 'Raw materials.' DATABASE: 'CSV of prices.' TASK: 'Logic prompt to look up each item and calculate total.'

GOAL: 'Deploy a 14-day Silent Mode sandbox.' TASK: 'Create a 10-point QA checklist. What metrics to review daily before going live?'

DATA: '[SPREADSHEET_OF_AI_VS_REALITY]' TASK: 'Analyze discrepancy. Top 2 patterns where AI failed. Suggest prompt improvements.'

ROLE: 'Middle Manager in [DEPT].' GOAL: 'Pitch $100/mo pilot like Ken Kring\'s.' OUTPUT: '1-page Exec Summary: Efficiency, Cost, Safety.'

CONSTRAINT: 'I work 60 hours/week.' TASK: 'Break implementation into 4-Weekend Plan. One task per weekend.'

SOURCE_MODEL: 'Trigger → AI Analysis → Route (Handyman Model)' MY_ROLE: '[YOUR_JOB_TITLE]' TASK: 'Translate this architecture. What is my Trigger? My Routing Action?'

INPUT: '[SMS_THREAD_WITH_PRICE]' TASK: 'Extract Final Price and Work Description. Format for Square invoice field.'

GOAL: 'Stop listening to 3-minute voicemails.' TASK: 'Flow to transcribe, summarize to 1 sentence, assign Urgency 1-5.'

ACT_AS: 'Business Strategist' TASK: 'How to use AI to estimate biz competitors pick up because they answer the phone faster than me?'

SCENARIO: 'Expanding from 1 to 2 crews.' TASK: 'Adjust Zapier for Round-Robin between two Google Calendars.'

PRE: 'Hours_Admin=[X], Close=[Y%]' | POST: 'Hours=[LOWER_X], Close=[HIGHER_Y%]' COST: '$100/mo' TASK: 'Calculate monthly ROI and Payback Period in days.'