AI Prompt Library
41 high-impact prompts for ChatGPT, Claude, Gemini and AI coding agents.
From core business foundation to cutting-edge experimental agentic patterns. Use these as templates to build better work, not just better-sounding outputs.
Essential building blocks for starting any AI task properly.
High-value prompts for deep analysis and ops.
Refined patterns from high-sentiment expert workflows.
Cutting-edge agentic loops and reasoning patterns.
The Master Workflow: End-to-End Delivery
Large projects, complex proposals, website builds, and operational system design.
Simulated Multi-Agent Team
Complex business tasks that need interpretation, design, commercial review, risk review and polished output.
Prompt Coach
Starting a large proposal, website, automation build, document, strategy task or coding-agent brief.
Messy Notes to Clean Brief
Turning rough inputs into clear requirements before asking the AI to solve the problem.
Strategy to Execution Plan
Business initiatives, AI workflows, internal projects and build plans.
Red Team Review
Pressure-testing plans, proposals, emails, technical recommendations and stakeholder-facing drafts.
Turn This Into Senior-Stakeholder Language
Preparing content for executives, managers, clients, governance forums or decision-makers.
Find AI and Automation Opportunities
Consultants, operators, small businesses and internal teams looking for practical automation ideas.
AI Coding Agent Build Brief
Turning an idea into build-ready instructions for an AI coding agent.
Research, Verify, Then Synthesise
Market research, vendor research, current product information, technical comparisons and risky claims.
Match This Style
LinkedIn posts, internal emails, website copy, proposals, reports and reusable templates.
Compare Options and Recommend One
Decision support, vendor comparisons, tool choices and implementation options.
Context Pack Builder
Moving work between chats, models, coding agents or project sessions without losing context.
First-Principles Decomposer
Breaking complex problems into causes, constraints, decisions and next actions.
Impact-Effort Prioritiser
Ranking automation ideas, website features, business improvements, content plans or internal initiatives.
Requirements and Acceptance Criteria Writer
Turning vague requests into build-ready requirements.
Stakeholder Objection Simulator
Preparing for leadership questions, vendor meetings, governance forums and budget conversations.
SOP and Checklist Generator
Operational processes, QA checks, handover documents, team workflows and repetitive admin.
Data-to-Insights Analyst
Turning raw data into insights, recommendations and next actions.
Meeting Notes to Action System
Internal meetings, vendor calls, stakeholder check-ins and discovery sessions.
Content Repurposing Engine
Turning notes, articles, talks, proposals or long messages into LinkedIn posts, emails, guides and web copy.
Quality Gate Reviewer
Final review of documents, proposals, pages, prompts, code briefs and stakeholder communication.
Restate the Task Before Answering
Complex tasks where misunderstanding the brief would waste time.
Ask What Extra Input Would Improve This
Briefing, writing, strategy, coding and proposal tasks where missing context matters.
Context / Task / Constraints / Check Step
Everyday tasks, explanations, summaries, writing, planning and decision support.
Prompt Rewriter Project
People who repeatedly need better prompts for different tasks.
Natural Human Writing Filter
LinkedIn posts, emails, website copy, proposals, articles and stakeholder messages.
Codebase First, Then Code
Any coding task where context, architecture, dependencies or existing conventions matter.
One Thinking Verb
Analysis, prioritisation, reviews, decisions and strategy work.
Production-Ready Code Review
Code reviews, refactoring, performance checks and pre-merge QA.
Client Proposal and Discovery Builder
Freelance proposals, internal project pitches, vendor responses and client discovery.
Agentic Build Loop
Vibe coding, feature development, web builds, app prototypes and production hardening.
Agentic Context Capsule
Long projects, messy documents, AI coding work, proposals with lots of background, and any workflow where the AI is likely to drown in context.
Plan-Act-Reflect Agent Loop
Complex tasks with multiple steps, tool use, code changes, research, proposal building or iterative implementation.
Evaluator-Optimiser Loop
High-stakes drafts, proposals, landing pages, code outputs, frameworks, important emails and anything where quality matters more than speed.
Tree of Strategic Options
Strategy, product direction, vendor choice, architecture decisions, website positioning, campaign planning and complex recommendations.
Reflexion Memory Sprint
Repeated attempts, debugging, proposal refinement, coding problems, strategy drafts and tasks where the first path may fail.
Prompt Topology Designer
Large projects, prompt libraries, AI products, agent workflows, content pipelines, research pipelines and complex build plans.
Adversarial Collaboration Room
Strategy choices, controversial proposals, positioning, product features, budget decisions, organisational change and vendor selection.
Evidence Ladder Reasoning
Research, claims, business cases, trend analysis, technical decisions, medical/legal-adjacent caution, vendor comparisons and public content.
Self-Distillation Expert System
Turning repeated work into templates, SOPs, prompt libraries, coaching guides, internal frameworks and reusable AI workflows.
Autonomous Research-to-Artifact Pipeline
Blog posts, market scans, vendor research, comparison guides, explainers, business cases and source-grounded strategy documents.
Need a custom AI operating system?
We build the custom prompts, workflows, and agents that turn generic models into business-specific assets.