AI Prompt Library
A governed prompt-systems catalog with a copy-ready public layer.
Explore the premium catalog, Prompt Lab, Forge build systems, Evidence-Driven AI Builder material, and a dedicated free-prompt subpage built for real use instead of raw Markdown browsing.
Prompt operating systems
The product is not a pile of clever sentences.
UVP prompt systems define mission, source discipline, inputs, constraints, ordered execution, permission boundaries, deliverables, verification, and completion criteria. Premium release status is visible so customers can distinguish a verified product from a beta, public-review edition, or pack still being re-authored.
Free public prompts
49
25 Basic, 18 Advanced, one Expert sample, and five Image Generation samples.
Prompt assets documented
200+
Identified across UVP project files and package catalogs; premium material is deduplicated, re-authored, and vetted before sale.
Engineering build systems
5
ForgeCAD, ForgeECAD, ForgeBIM, ForgeCAM, and ForgeSIM end-to-end build systems.
Prompt Lab depth levels
5
Basic through Master-level architecture for learning how stronger prompts are constructed.
Free access
49 public prompts and samples.
The free library is intentionally substantial: 25 Basic prompts, 18 Advanced prompts, one Expert build sample, and five visual-generation samples. It demonstrates the method before a customer buys a specialized pack.
Commercial release gate
A price tag comes after provenance and testing.
UVP is normalizing a 200+ asset project archive. A prompt is not sold merely because it exists. Premium items are re-authored when needed, checked for rights/provenance, tested against expected outcomes, reviewed for safety and privacy, and versioned before release.
Commerce products can be mapped to Stripe as each package reaches Verified status. Locked prompt bodies remain private until paid fulfillment is ready.
Free proves the standard
The public edition contains 49 useful prompts/samples. It is large enough to demonstrate UVP quality without giving away the specialized operating libraries.
Paid means deeper systems
Premium packs contain domain-specific workflows, routers, approval logic, evidence rules, test expectations, dependencies, artifacts, and implementation standards that go beyond a generic chat request.
No verbatim resale
External prompt lists, workflow catalogs, and public examples may inform category research only. Commercial text must be independently UVP-authored or substantially re-authored, provenance-cleared, and versioned.
Verified before sale
Every commercial prompt moves through provenance, rewrite, structural audit, safety/privacy review, positive and negative tests, cross-platform checks where applicable, and packaging review.
Internal stays internal
Confidential employee setup, company chain-of-command, client-private, product-sensitive, credential, HR, and other restricted prompts are excluded from public packages unless separately sanitized and approved.
Human responsibility remains
Engineering, security, legal-adjacent, financial, medical, and other consequential workflows must preserve human review and cannot imply certification, professional approval, or guaranteed outcomes.
Public prompt library
Basic free prompts
Fast, useful prompts for common work. They are intentionally compact and require very little setup.
Free public use. Copy from the page or download the complete free edition.
01 · Planning
Clarify a Goal
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Turn this goal into a clear outcome, constraints, success criteria, and the next three actions: [GOAL]. Mark missing information instead of inventing it.
02 · Productivity
Summarize for a Busy Reader
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Summarize the material below in five bullets. Then list decisions, risks, assumptions, and open questions: [TEXT].
03 · Operations
Make a Checklist
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Turn this process into a practical checklist with an owner, required input, completion test, and failure note for each step: [PROCESS].
04 · Decision Support
Compare Options
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Compare these options by cost, effort, risk, reversibility, time-to-value, and likely benefit. State what information is missing before recommending a choice: [OPTIONS].
05 · Operations
Draft a Simple SOP
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Draft a standard operating procedure for [TASK]. Include purpose, scope, inputs, ordered steps, review points, approval points, handoff notes, and a simple quality check.
06 · Productivity
Prepare Meeting Notes
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Organize these notes into decisions, action items, owners, deadlines, blocked items, follow-up questions, and anything needing approval: [NOTES].
07 · Web / Content
Review for Accessibility
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Review this page or document for plain language, heading structure, keyboard usability, contrast concerns, alt-text needs, mobile readability, and unnecessary complexity: [CONTENT].
08 · Planning
Find Missing Questions
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
What questions should be answered before we build, publish, buy, or commit to this? Group them by user need, product value, technical risk, legal risk, operations, and cost: [IDEA].
09 · Research
Create a Research Plan
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create a research plan for [TOPIC]. Include source types, search terms, verification steps, comparison criteria, and a concise final-deliverable format.
10 · Education
Explain for a Beginner
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Explain [CONCEPT] in plain language. Give one example, one non-example, three common mistakes, and three questions that check understanding.
11 · Operations
Turn Feedback into Work
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Group this feedback into bugs, content changes, design changes, feature requests, risks, and questions. Rank the resulting work by urgency and effort: [FEEDBACK].
12 · Marketing
Plan a Small Launch
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create a conservative launch checklist for [PRODUCT / SERVICE]. Separate must-have, should-have, later, go/no-go criteria, and rollback actions.
13 · Communication
Draft a Customer Email
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Draft a short, respectful email explaining [SITUATION]. Use only the facts supplied, do not overpromise, and end with one clear next step: [FACTS].
14 · Content
Create a Content Outline
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create an outline for a useful article, post, or guide about [TOPIC]. Include audience, promise, sections, examples, proof points, and a clear limitation.
15 · Operations
Check a Workflow
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Review this workflow for unclear ownership, missing approvals, privacy risk, handoff risk, failure points, and unnecessary manual work: [WORKFLOW].
16 · Decision Support
Make Assumptions Visible
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
List every assumption in this proposal. Mark each confirmed, likely, uncertain, risky, or unsafe to assume. Name the five assumptions to verify first: [PROPOSAL].
17 · Operations
Prepare a Handoff
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create a handoff brief with context, current state, files or links, decisions made, unresolved questions, risks, and the exact next action: [PROJECT].
18 · QA
Test a User Path
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Write a manual test plan for this user path. Include happy path, empty state, error state, mobile behavior, accessibility checks, and rollback concerns: [PATH].
19 · Sales
Improve a Service Description
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Rewrite this service description so it clearly states who it helps, what is included, what it does not promise, what proof supports it, and the next step: [DRAFT].
20 · AI Workflow
Reflect Before Automating
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Before automating this task, identify the human decision, data needed, failure cost, approval point, safest small pilot, and what should remain human: [TASK].
21 · Planning
Extract Requirements
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Extract explicit requirements, goals, constraints, assumptions, unresolved questions, and out-of-scope items from this material: [MATERIAL]. Do not silently turn assumptions into requirements.
22 · Decision Support
Write a Decision Memo
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create a short decision memo for [DECISION]. Include options, evidence, assumptions, tradeoffs, recommendation, reversible next step, and what would change the recommendation.
23 · Risk Review
Build a Risk Register
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Create a practical risk register for [PROJECT]. For each risk list trigger, impact, likelihood evidence, mitigation, owner, and a verification step.
24 · Product
Turn an Idea into User Stories
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Convert this product idea into user stories grouped by user role. Keep each story tied to an observable user need and add one acceptance check: [IDEA].
25 · Research
Source Claim Check
A compact public prompt for everyday work, planning, review, writing, research, or decision support.
Review these claims and label each SUPPORTED, UNSUPPORTED, CONFLICTING, or NEEDS VERIFICATION based only on the supplied sources. Do not fill gaps from memory: [CLAIMS + SOURCES].
Premium catalog
Buy one workflow, a specialist pack, or the full vault.
Prices are structured by depth and build value, not just word count. Release-status badges show whether a pack is in public review, beta, final review, or re-authoring before checkout activation.
Complete Library
UVP Prompt Systems Vault
$249 launch
$349 standard
200+ documented assets in normalization; exact verified count published at launch
The complete UVP prompt ecosystem: free library, PromptOps, evidence-driven workflows, developer systems, visual generation, business, research, context continuity, Forge engineering builders, and skills materials as each pack clears review.
Founders, consultants, AI builders, agencies, technical teams, and serious power users who want the broadest internal-use library.
- Every paid prompt pack released in the launch catalog
- Prompt Lab / Prompt Optimizer learning access
- Prompt routers and selection guides
- Vetting notes and versioned update log
- Launch-window bonus additions
Only UVP-authored or substantially UVP-re-authored material enters the paid vault. External reference material is never resold verbatim.
Digital package after payment when the master release gate is complete. No resale or redistribution license is implied.
Prompt Engineering
Prompt Engineer Toolkit
$29
12 prompt-engineering workflows
A workflow for explaining a project, building a governing master prompt, auditing ambiguity, adapting depth, testing outcomes, launching a build, and checking deliverable compliance.
People who create prompts for recurring projects, teams, products, research, or AI agents.
- Project Explanation Builder
- Master Prompt Builder
- Prompt Audit
- Prompt Test Case Generator
- Model/Depth Adapter
- Deliverable Compliance Audit
Built from UVP prompt-development workflows and the UVP Master Prompt Design Standard.
Digital download after payment when release tests are complete.
PromptOps / AI Operations
Evidence-Driven AI Builder
$79
25 governed prompts
Twenty-five governed prompts for work-pattern analysis, automation discovery, agent reliability, prompt drift, context architecture, codebase archaeology, client discovery, handoffs, QA, research provenance, privacy, and operating-system redesign.
AI builders, operators, consultants, and technical teams that need evidence, permission gates, durable artifacts, and verifiable outcomes.
- Evidence and provenance rules
- Read/write permission gates
- Required artifact contracts
- Verification conditions
- Selection matrix and router guidance
UVP-developed library with an existing five-prompt public review edition used to collect real-world feedback.
Digital download after payment. Five prompts remain available in the free public review edition.
Software Engineering
Advanced Developer Master Library — Volume 2
$99
50 advanced developer systems
Principal-level prompt systems spanning architecture, platform engineering, AI/ML, security, SRE, data infrastructure, cloud, performance, testing, release engineering, and technical leadership.
Senior developers, software architects, AI engineers, platform teams, and technical leads.
- 50 full workflows
- Master router
- Searchable catalog
- Read/plan/safe/full execution levels
- Rollback and verification requirements
UVP package under final consistency and cross-platform verification before commercial release.
Digital download after UVP provenance, rewrite consistency, and cross-platform test passes are complete.
Agent Operations
UVP Local Agent Operations Library
$99
73 workflows in re-authoring queue
A large local-agent workflow library for repositories, files, documentation, data extraction, development environments, infrastructure, databases, CI/CD, security, diagrams, and operational cleanup.
Tool-enabled AI users who want repeatable, permission-aware local workflows rather than one-off instructions.
- Local-first operations
- Dry-run and backup rules
- Least-privilege approvals
- Verification and rollback
- Searchable workflow catalog
Concept categories were informed by supplied external workflow references. Commercial text will be independently rewritten and UVP-branded; source wording will not be resold.
Digital download only after every workflow has been independently UVP-re-authored and provenance-cleared.
Engineering / Program Building
Forge Engineering Build Suite
$129
5 end-to-end engineering build systems
Five end-to-end build prompts for local-first CAD, ECAD, BIM/AEC, manufacturing preflight, and simulation/DFM systems, including dependency checks, fallbacks, tests, manifests, provenance, and human-release gates.
Experienced technical builders who understand that generated engineering outputs remain drafts requiring qualified human review.
Engineering / consequential-use package: outputs remain draft and require qualified human review. No certification or safety approval is implied.
- ForgeCAD Mechanical Core
- ForgeECAD PCB / Schematic
- ForgeBIM OpenBIM / Blueprint
- ForgeCAM Manufacturing Preflight
- ForgeSIM CAE / DFM Validation
UVP-developed engineering build suite using open-source/open-standard toolchains and explicit license/source notes.
Digital download after acceptance-matrix validation. Individual Forge prompts are planned at $29-$39 each.
Image Generation
Visual Generation Master Pack
$49
20-25 prompt target; five public samples
A visual prompt system for identity, products, software, AI features, explainers, campaigns, education, concept art, image revision, and technical diagrams.
Brands, product builders, creators, designers, and teams that want consistent visual briefs rather than vague image requests.
- Universal visual brief pattern
- Reference-fidelity rules
- Negative constraints
- Specialized visual prompts
- Iteration and quality scorecard
UVP visual prompting system; all commercial prompts are reviewed for originality and source-image fidelity rules.
Digital download after final prompt-by-prompt image testing and packaging.
Business Operations
Solopreneur Business OS Prompt Pack
$39
25 original business workflows planned
Original UVP operating prompts for business audits, offers, customer clarity, pricing, lead generation, sales process, content, KPIs, automation, decisions, productization, and growth planning.
Solopreneurs and small service businesses building repeatable operations without surrendering judgment to automation.
- Founder command audit
- Offer and pricing workflows
- Lead/sales systems
- KPI and customer-journey reviews
- Automation and trust review
Some category inspiration came from public prompt lists. UVP does not resell those prompts; concepts are re-engineered into original governed workflows.
Digital download after original UVP rewrites and business-use testing are complete.
Research / Education
Research + Education Prompt Pack
$39
25 prompt target
Source-disciplined prompts for evidence dossiers, source matrices, course design, study guides, fact checks, literature planning, workshops, learning paths, and knowledge bases.
Educators, researchers, trainers, nonprofits, and knowledge workers.
- Source hierarchy and provenance
- Evidence dossier workflows
- Curriculum and study tools
- Fact-check and contradiction review
- Knowledge-base build workflows
UVP-authored and re-authored research/education workflows. Domain-specific high-stakes variants receive separate review.
Digital download after content-domain and source-use review.
Writing / Publishing
Content + Publishing Prompt Pack
$39
25 prompt target
Structured workflows for long-form content, editorial planning, publishing handoffs, recipe/cookbook development, brand voice, media packaging, and revision control.
Writers, publishers, creators, small brands, and media teams.
- Editorial planning
- Source/provenance review
- Multi-format repurposing
- Publication handoff
- Brand and quality review
Internal/confidential company prompts and rights-unclear source material are excluded from this public package.
Digital download after copyright/provenance and domain-specific review.
AI Context / Handoff
Context + Continuity Prompt Pack
$29
12 continuity workflows
Prompts for context compaction, fresh-thread handoff, memory architecture, source canonicalization, AI-to-AI transfer, decision preservation, and context-debt reduction.
Heavy AI users, project teams, and developers working across long conversations or multiple agents.
- Context compaction
- Fresh-thread handoff
- Memory efficiency audit
- Canonical-source map
- Cross-agent execution packet
UVP workflow family built from repeated context-management needs and existing handoff systems.
Digital download after overlap/deduplication against the Evidence-Driven library.
Individual Access
A La Carte Premium Prompts
$7.99-$39 each
Single-prompt access
Buy one specialized prompt without purchasing a full pack. Standard premium prompts sit at the low end; complex expert/engineering builders sit at the high end.
Customers who know exactly what they need and want a low-cost entry point.
- Single prompt download
- Use note and requirements
- Version identifier
- Applicable safety/approval notes
- No redistribution rights
Only prompts that pass provenance and verification gates are eligible for a la carte sale.
Individual checkout mapping is prepared as each prompt receives a Verified release status.
Skills repository
Reusable behavior is a separate product class.
A prompt asks for a result. A reusable skill defines when to activate, which sources to inspect, permissions, ordered behavior, output contracts, and tests. UVP keeps the downloadable skills repository separate from the public Skill Builder learning page.
Reusable AI Skills
Universal AI Skills Repository — Pro
$79 Pro
Reusable AI operating instructions with triggers, source-review rules, permission boundaries, output contracts, tests, and versioning. This is not the public tips-and-tricks page.
- SKILL.md-style entrypoints
- Positive and negative tests
- Source-review policies
- Permission-gate patterns
- Versioning and handoff notes
Learn before you buy
Use Prompt Lab to see the architecture change.
Move one instruction from Basic through Master depth and compare which controls are added. The public lab runs locally in the browser and does not pretend that a template is the full Prompt Revolution Engine.
Responsible use and purchase note
Powerful prompts still require responsible operators.
Do not place credentials, private client information, health details, financial records, or unauthorized material into an AI system. Engineering and other consequential outputs remain drafts for qualified human review unless an appropriate professional explicitly approves them.
Paid packages are licensed as digital templates for the buyer's own personal or internal-business use unless a separate commercial redistribution license is granted in writing. UVP does not sell third-party prompt wording as its own.