Cognitive Division of Labor Catalog

AI System Prompt Library for Technical Founders

Stop using generic one-line prompts. These battle-tested multi-turn system prompts are mapped strictly to the cognitive strengths of Perplexity, Claude 3.5, Kimi, and GPT-4o.

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Perplexity Pro•Market Research

Market Landscape & Competitor Mapping

Identify direct, indirect, and legacy competitors in an industry with pricing models, target customers, and recent funding.

Fill in:[INDUSTRY/VERTICAL][PROBLEM SPACE]
Perplexity Pro•Validation

Specific Pain Point Landscape (Forum & Social Mining)

Mines Reddit, Twitter/X, and forums for verbatim complaints, workarounds, and time drains.

Fill in:[TARGET ROLE/PERSONA][INDUSTRY/TOOL]
Perplexity Pro•Competitive Intelligence

Competitor Complaint & Churn Analysis

Dissects 1-star and 2-star reviews of market leaders to find architectural vulnerabilities.

Fill in:[COMPETITOR_NAME]
Perplexity Pro•Pricing

B2B SaaS Pricing & Packaging Intelligence

Analyzes live public pricing tiers, hidden seat minimums, and usage caps across 5 competitors.

Fill in:[COMPETITOR_1][COMPETITOR_2][COMPETITOR_3]
Perplexity Pro•Capital & Grants

Federal SBIR / SAM.gov Contract Opportunity Search

Finds active federal grant solicitations (SBIR/STTR) and SAM.gov contract notices in an AI sector.

Fill in:[AI DOMAIN/TECHNOLOGY]
Claude 3.5 Sonnet•Product Strategy

Idea Strength & Fatal Flaw Assessment

Rigorously stress-tests a product thesis against distribution, API wrapper vulnerability, and defensibility.

Fill in:[TARGET CUSTOMER][PAIN POINT][PROPOSED SOLUTION][TECH STACK]
Claude 3.5 Sonnet•Messaging

Mission Statement Optimizer (Human Outcome Focus)

Converts feature-heavy technical descriptions into high-conversion human outcome statements.

Fill in:[DRAFT MISSION/DESCRIPTION]
Claude 3.5 Sonnet•Business Architecture

Interlocking Business Model Flywheel Design

Designs the SaaS + High-Ticket Consulting + Content flywheel for a technical founder.

Fill in:[SAAS PRODUCT CONCEPT][TARGET INDUSTRY]
Claude 3.5 Sonnet•Technical Architecture

Semantic Caching & Cost-Governance System Design

Architects Redis vector caching, token budgets, and 402 payment enforcement protocols.

Fill in:[APPLICATION USE CASE][EXPECTED QUERY VOLUME]
Kimi•Customer Psychology

Customer Persona Raw Diary Entry (Emotional Depth)

Simulates the private frustration, internal monologue, and burnout of your target buyer.

Fill in:[TARGET ROLE][COMPANY SIZE][CORE OPERATIONAL CRISIS]
Kimi•Sales & GTM

Founder-Led Sales Call Simulation & Objection Sparring

Roleplays a skeptical B2B budget holder throwing real-world objections at your pitch.

Fill in:[PROPOSED PRODUCT][TARGET BUYER ROLE][PRICE POINT]
GPT-4o•Engineering & Code

FastAPI Production Scaffold with Correlation IDs & JSON Logging

Generates clean, production-grade Python FastAPI service with structured logging and middleware.

Fill in:[SERVICE NAME][ENDPOINTS LIST]
GPT-4o•Engineering & Code

Redis Vector Semantic Cache Class Implementation

Complete Python class using redis-py and sentence-transformers with 0.92 cosine matching.

Fill in:[EMBEDDING MODEL][REDIS HOST]
Sequential Workflow•Multi-Agent Workflow

The 48-Hour Week 1 Validation Sprint (Perplexity → Claude → Kimi)

The battle-tested 3-stage chain to take an unverified idea to validated customer problem in 48 hours.

Fill in:[NICHE/VERTICAL][PROBLEM HYPOTHESIS]