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Prompts, Workflows and Skills for Real Work
Find structured Prompts for individual tasks, follow Workflows for larger jobs, and reuse Skills for repeatable capabilities. Copy them into your preferred AI tool, run supported Prompts and Workflows privately in Workplace, or use Amo.ng Build to create websites and browser tools.
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Copy-ready Prompts
Reusable Skills
Step-by-step Workflows
What Amo.ng is
A free library and toolkit for practical AI work
Browse Prompts, Workflows and Skills by the job you need to complete. Each resource explains how to use it, including Workplace where supported. Copying instructions does not execute them.
Amo.ng is free to use, with no subscription or paywall. No Amo.ng account is required for the public library or Workplace. Your AI provider may charge for its own API usage.
Explore Amo.ng Build. Your selected AI provider’s usage charges may apply.
Who it is for
Developers, founders, marketers, educators, and operators
The library provides instructions with practical inputs, constraints, output formats, review points and next actions. Use them for coding, business, research, education and everyday work, and review AI-generated results before relying on them.
Choose the right resource
Start with one task, a larger job or a method you want to use again.
Prompt
A structured set of instructions for completing one task with an AI tool.
Workflow
A step-by-step sequence for completing a larger job, with inputs, review points and handoffs between steps.
Skill
Reusable instructions for applying a focused capability repeatedly. A Skill is based on an Amo.ng Prompt or Workflow and does not run automatically.
From idea to outcome
Discover, work and build with Amo.ng
Choose the stage that matches what you need.
Discover
Find structured Prompts, guided Workflows and reusable Skills for practical work.
Browse Amo.ngWork
Workplace is a private workspace for running supported Prompts and Workflows with your own AI provider.
Open WorkplaceBuild
Amo.ng Build is an AI-assisted builder for creating supported websites and browser tools from an idea or compatible Amo.ng Prompt, using your own AI provider.
Explore Amo.ng BuildStart with an outcome
What do you want to accomplish?
Choose the result you need, then explore Prompts and Workflows that guide you from inputs to a practical outcome.
Automate a workflow
Turn repetitive work into a reliable process with controls and recovery steps.
Explore AutomationAnalyze data
Turn datasets, spreadsheets and metrics into trustworthy findings and decisions.
Explore Data AnalysisPlan and execute work
Create clearer priorities, handoffs, documentation and follow-through.
Explore Productivity & WorkflowsPlan marketing and growth
Develop evidence-based marketing, content and growth execution.
Explore Marketing & GrowthFix existing software
Diagnose, correct, test and safely release changes to an existing codebase.
Explore Laravel & Software EngineeringFeatured resource pack
Internal Audit & AI Assurance Pack
Prompts, Workflows, Skills, templates and synthetic cases for using AI in internal audit and reviewing AI-enabled systems.
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Featured Workflows
Follow step-by-step guides with review points for larger AI-assisted tasks.
Prepare a Period-End Close for Controller Review
Use this for coordinating a source-backed close review across data, reconciliations, entries, reporting ties and unresolved matters before a controller decides.
Build and Challenge a Driver-Based Budget and Rolling Forecast
Use this for building a reviewed planning package from authorised actuals and operational drivers, with manual model construction, assumption challenge, cash review and human approval.
Develop Customer Interview Evidence for a Positioning Decision
Develop a research question and interview protocol, pause for authorised fieldwork and human analysis, then challenge interpretations and compare evidence-bounded positioning options.
Featured Skills
Reuse focused methods based on Amo.ng Prompts and Workflows.
Design Reproducible Systematic Review Screening and Extraction Protocols
Create a defensible evidence-screening and extraction protocol for systematic, scoping, or living reviews, including eligibility rules, deduplication, reviewer decisions, appraisal, and flow reporting.
Assess Paid Media Creative Fatigue from Asset and Performance Evidence
Assess evidence for paid-media creative fatigue against audience saturation, delivery changes and other confounders, then propose controlled refresh tests without treating descriptive patterns as causal proof.
Isolate and Stabilize Flaky Automated Test Failures
Diagnose intermittent CI or local test failures, identify the supported nondeterministic cause, and define a cause-specific stabilization plan with reliability evidence instead of hiding product defects.
Popular Categories
View all prompts
Codex & Coding
64 prompts · 22,967 views · 2,858 copies
Prompts for debugging, refactoring, building features, reviewing security, improving performance, and guiding Codex through safe code changes.
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Business
80 prompts · 23,921 views · 2,233 copies
Prompts for strategy, pricing, operations, decision-making, planning, and business execution.
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SEO & Blogging
19 prompts · 6,004 views · 617 copies
Prompts for content strategy, topical authority, SEO briefs, internal linking, content refreshes, and search intent analysis.
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Marketing
23 prompts · 6,974 views · 643 copies
Prompts for positioning offers, planning campaigns, refining landing pages, understanding objections, and improving conversion paths.
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Social Media
8 prompts · 2,233 views · 225 copies
Prompts for building content calendars, repurposing long-form ideas, writing hooks, managing community replies, and publishing authority content.
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Automation
31 prompts · 10,284 views · 1,015 copies
Prompts for mapping workflows, designing no-code automations, debugging webhooks, and building AI-powered operations systems.
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Education
27 prompts · 6,677 views · 496 copies
Prompts for lesson planning, tutoring, curriculum design, rubric creation, assessment, and diagnosing student misconceptions.
View category
Research
21 prompts · 5,813 views · 481 copies
Prompts for literature reviews, source checks, interview planning, research questions, evidence tables, and synthesis workflows.
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Productivity
23 prompts · 5,440 views · 272 copies
Prompts for weekly planning, deep work, decision triage, meeting follow-through, and personal knowledge systems.
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Career
8 prompts · 2,266 views · 157 copies
Prompts for resumes, interviews, negotiation, career transitions, portfolios, and professional storytelling.
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Data Analysis
35 prompts · 9,261 views · 759 copies
Prompts for auditing datasets, planning SQL analysis, defining dashboards, reviewing experiments, and checking causal assumptions.
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Prompt Engineering
23 prompts · 6,403 views · 297 copies
Prompts for designing, testing, improving, and hardening reusable prompt systems.
View categoryMost Used Prompts
Prompts people are viewing and copying most across Amo.ng.
Frontend State Bug Reproduction and Verified Minimal Fix
Use Codex to reproduce a frontend state defect, trace its causal state transition, implement an authorized minimal patch, and produce evidence-backed regression verification.
How to Build Multiple Static Websites with One Codex Prompt
A Codex coding prompt for proposing and, when authorized, implementing one metadata-driven static site system that serves distinct sale, ecosystem, active-destination, and fallback pages by hostname. It includes Cloudflare Workers controls, domain-inventory reconciliation, SEO checks, active-domain safeguards, and evidence-based reporting without assuming deployment or provider access.
Finance Forecast Variance, Cash Runway, and Decision Review
Reconcile actuals, budget, and forecast; explain operating and accounting drivers; test cash runway scenarios; and produce evidence-linked actions, review gates, and executive decisions.
Product Feedback Evidence to Roadmap Decision Brief
Turn customer feedback, product behavior, commercial signals, and delivery constraints into a traceable roadmap recommendation with explicit decision gates and verification evidence.
Evidence-Based AI Business Process Automation Mapping
Map a manual business process, evaluate AI and deterministic automation opportunities, define human controls, and produce an evidence-linked implementation and validation plan.
Evidence-Grounded Agentic RAG Architecture and Acceptance Plan
Design an implementation-ready RAG architecture with governed retrieval, citations, tool boundaries, safety controls, evaluation tests, rollout gates, and evidence-based acceptance criteria.
Featured Codex Prompts
Codebase-ready prompts for debugging, refactoring, deployment safety, testing, and production workflows.
Next.js Hydration and Rendering Failure Investigation
Reproduce Next.js hydration failures, isolate server-client divergence, repair the smallest responsible boundary, and verify rendering across affected routes and environments.
FastAPI Production Readiness Gate
Assess a FastAPI service for secure deployment, validated API boundaries, resilient workers, dependency safety, observability, operational ownership, rollback readiness, and evidence-based release approval.
PostgreSQL Slow Query Evidence Pack
Investigate a PostgreSQL query using plans, runtime statistics, locks, indexes, data shape, cache conditions, and controlled experiments before recommending a safe optimization.
Terraform Change Blast-Radius Assessment
Assess a Terraform plan’s real blast radius across resources, state, dependencies, services, and data before an authorized apply decision.
Kubernetes Deployment Recovery Runbook
Diagnose failed Kubernetes rollouts, isolate the failing layer, choose a controlled recovery path, and verify service restoration using supplied evidence.
Test Flakiness Reproduction and Stabilization Workflow
Reproduce intermittent test failures, isolate nondeterministic causes, implement a cause-specific fix, and measure reliability without hiding product defects.
Featured Expert Prompts
Deep prompts for advanced AI users, builders, and teams working on serious workflows.
Reusable Department Prompt Library System
Design a governed prompt library for a department, including use-case mapping, prompt templates, naming rules, ownership, testing, version control, training, rollout, and maintenance practices.
Team AI Usage SOP and Review Loop
Create a practical SOP for responsible team AI use, covering allowed use cases, restricted data, review rules, approval roles, escalation paths, and update cadence.
Human-in-the-Loop Quality Gate Builder
Design human review gates for AI-assisted workflows with quality criteria, escalation rules, reviewer rubrics, audit evidence, and risk-based approval paths.
Evidence-Based AI Workflow ROI Measurement Plan
Build an auditable AI workflow ROI measurement plan that reconciles baseline and pilot evidence, calculates net value, tests quality and risk guardrails, and supports a keep, improve, scale, pause, stop, or retest decision.
Sensitive Data Handling Checklist for AI Workflows
Create an evidence-traceable sensitive data handling checklist for an AI workflow, including data classification, minimization, tool and storage verification, approval gates, escalation paths, incident readiness, and acceptance criteria.
AI Initiative Scale, Stop, or Redesign Decision Brief
Convert pilot and operating evidence into a defensible decision on whether one AI initiative should scale, hold, redesign, or stop.
Featured Advanced Prompts
Practical prompts for planning, research, education, marketing, productivity, and business execution.
Review an Account Reconciliation and Its Unresolved Differences
Use this for reviewing a prepared account reconciliation, supporting evidence and unresolved differences before an authorised accountant decides what can be cleared or requires further action.
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15 views
Challenge an Audit Finding, Management Response and Closure Claim
Review an audit finding, management response or closure claim for evidence linkage, response coherence, unresolved matters and support for any proposed reporting or closure decision.
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31 views · 2 copies
Review an Audit Sampling and Control-Test Design
Challenge a proposed audit sampling and control-test design for population coverage, selection logic, evidence requirements, exception handling and defensible inference before testing begins.
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34 views · 3 copies
Challenge an Internal Audit Engagement Scope and Evidence Plan
Review a supplied internal audit engagement plan for evidence coverage, scope gaps, assumptions, access constraints and feasibility before the approach is accepted.
View prompt
27 views · 1 copy
International SEO Hreflang Validation Workflow
Validate international URL targeting, reciprocal hreflang clusters, locale codes, canonicals, redirects, indexability, sitemaps, templates, and rendered output using crawl evidence and post-release acceptance tests.
Paid Media Creative Fatigue Diagnosis
Diagnose paid-media creative fatigue by combining visual and video evidence, concept similarity, audience exposure, delivery patterns, outcome trends, confounders, and controlled refresh experiments.
Latest Prompts
Recently published prompts from across the Amo.ng library.
Challenge a Capital-Expenditure Business Case and Financial Assumptions
Use this for challenging an organisational capital-expenditure business case, its incremental cash flows, assumptions and financial appraisal before an authorised decision-maker approves funding.
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17 views
Review Cost Allocation and Product Margin Movements
Use this for reviewing whether product, service or customer margin movements reflect underlying economics, cost-allocation choices, classification changes or data defects.
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13 views
Review Financial Statement Tie-Outs and Policy/Disclosure Evidence
Use this for reviewing a prepared financial-statement package against approved balances, supporting schedules and supplied policy or disclosure requirements before authorised professional review.
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14 views
Challenge a Journal, Accrual or Accounting Estimate Evidence Pack
Use this for challenging the support, calculation and uncertainty behind a proposed journal, accrual or estimate before human accounting approval.
View prompt
13 views
Review an Account Reconciliation and Its Unresolved Differences
Use this for reviewing a prepared account reconciliation, supporting evidence and unresolved differences before an authorised accountant decides what can be cleared or requires further action.
View prompt
15 views
Challenge a Paid-Media Plan and Performance-Based Budget Recommendation
Challenge a paid-media plan or proposed budget change using comparable performance, measurement and commercial evidence while keeping attribution, causality and spending decisions properly bounded.
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18 views
Review Marketing Audience Activation and Permission Evidence
Review the evidence supporting a proposed marketing audience use, including its source, purpose, destination, permissions, restrictions and suppression status, before a human activation decision is made.
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16 views
Challenge an Audit Finding, Management Response and Closure Claim
Review an audit finding, management response or closure claim for evidence linkage, response coherence, unresolved matters and support for any proposed reporting or closure decision.
View prompt
31 views · 2 copies
Review an Audit Sampling and Control-Test Design
Challenge a proposed audit sampling and control-test design for population coverage, selection logic, evidence requirements, exception handling and defensible inference before testing begins.
View prompt
34 views · 3 copies
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