Prompt library for IAs

These prompts are from my other project, the Prompt Engineering for IAs course, and I've organized them by IA task category. While the modular prompts do present an overwhelming count, they reflect the tasks an IA undertakes regularly.

ia-prompt-library
├─ taxonomy
│ ├─ hierarchical-generator.md
│ ├─ polyhierarchy-analysis.md
│ ├─ faceted-classification.md
│ ├─ exploratory-pattern.md
│ ├─ refinement-pattern.md
│ ├─ taxonomy-validator.md
│ └─ balance-validator.md
├─ research-synthesis
│ ├─ card-sort-analysis.md
│ ├─ similarity-matrix-generator.md
│ ├─ category-label-synthesis.md
│ ├─ hierarchical-cluster-analysis.md
│ ├─ tree-test-analysis.md
│ ├─ survey-analysis-suite.md
│ ├─ research-validation-checkpoint.md
│ ├─ quote-extraction.md
│ ├─ pain-point-synthesis.md
│ ├─ interview-theme-analysis.md
│ ├─ cross-method-synthesis.md
│ └─ conflict-resolution.md
├─ no-code-tools
│ ├─ prompt-chain-designer.md
│ ├─ prompt-to-template-converter.md
│ ├─ prompt-documentation-template.md
│ └─ custom-gpt-instructions-generator.md
├─ ia-documentation
│ ├─ sitemap-generator.md
│ ├─ sitemap-to-mermaid.md
│ ├─ stakeholder-sitemap-views.md
│ ├─ user-flow-diagram.md
│ ├─ content-model-diagram.md
│ ├─ faceted-taxonomy-visualizer.md
│ └─ ascii-sitemap-generator.md
├─ navigation
│ ├─ navigation-generator.md
│ ├─ navigation-validator.md
│ ├─ navigation-label-optimizer.md
│ ├─ mobile-navigation-auditor.md
│ ├─ information-scent-evaluator.md
│ ├─ depth-breadth-analyzer.md
│ └─ label-variation-generator.md
├─ findability
│ ├─ title-metadata-optimizer.md
│ ├─ query-analysis.md
│ ├─ synonym-generator.md
│ ├─ seo-keyword-research.md
│ └─ faceted-search-designer.md
├─ content-modeling
│ ├─ content-type-discovery.md
│ ├─ classification-prompt.md
│ ├─ schema-generator.md
│ ├─ relationship-mapper.md
│ └─ quality-criteria.md
├─ content-audit
│ ├─ audit-framework.md
│ ├─ gap-analysis.md
│ ├─ duplicate-detection.md
│ ├─ quality-assessment.md
│ ├─ quality-pattern-analysis.md
│ ├─ standards-compliance-check.md
│ └─ multi-pass-audit-strategy.md

All prompts follow the RICE framework:

[R - ROLE]
Define who the AI should act as.
Example: "You are an information architect specializing in software documentation."

[I - INSTRUCTIONS]  
Specific task with clear deliverables.
Example: "Create a 3-level taxonomy organized by user tasks."

[C - CONTEXT]
Background information and constraints.
Example: "Target audience: junior developers. Content: 80 pages of API docs."

[E - EXAMPLES] (Optional)
Format examples or sample outputs.
Example: Show desired structure format.

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Try it out!

For the purpose of this demo, the simulation logic is hardcoded. If you have an OpenAI API key though, use it to test the actual prompt in action.

Card Sorting Prompt Demo

OpenAI API Key (optional):Model:gpt-3.5-turbogpt-4gpt-4o

Enter your data in CSV/TSV format with the columns Participant ID, Card Item, Group Name:

Participant ID Card Item Group Name (User-Created) P001 OAuth Setup Authentication P001 API Keys Authentication P001 Rate Limiting Reference P001 Error Codes Reference P001 Webhooks Reference P001 Create Customer Customers P001 Update Customer Customers P001 Delete Customer Customers P001 List Customers Customers P001 Create Charge Charges P001 Refund Charge Charges P001 Testing Guide Getting Started P002 OAuth Setup Authentication P002 API Keys Authentication P002 Rate Limiting Reference P002 Error Codes Reference P002 Webhooks Reference P002 Create Customer Customers P002 Update Customer Customers P002 Delete Customer Customers P002 List Customers Customers P002 Create Charge Charges P002 Refund Charge Charges P002 Testing Guide Getting Started P003 OAuth Setup Authentication P003 API Keys Authentication P003 Rate Limiting Reference P003 Error Codes Reference P003 Webhooks Reference P003 Create Customer Customers P003 Update Customer Customers P003 Delete Customer Customers P003 List Customers Customers P003 Create Charge Charges P003 Refund Charge Charges P003 Testing Guide Getting Started P004 OAuth Setup Authentication P004 API Keys Authentication P004 Rate Limiting Reference P004 Error Codes Reference P004 Webhooks Reference P004 Create Customer Customers P004 Update Customer Customers P004 Delete Customer Customers P004 List Customers Customers P004 Create Charge Charges P004 Refund Charge Charges P004 Testing Guide Getting Started P005 OAuth Setup Authentication P005 API Keys Authentication P005 Rate Limiting Reference P005 Error Codes Troubleshooting P005 Webhooks Integration P005 Create Customer Customers P005 Update Customer Customers P005 Delete Customer Customers P005 List Customers Customers P005 Create Charge Charges P005 Refund Charge Charges P005 Testing Guide Getting Started P006 OAuth Setup Authentication P006 API Keys Authentication P006 Rate Limiting Reference P006 Error Codes Troubleshooting P006 Webhooks Integration P006 Create Customer Customers P006 Update Customer Customers P006 Delete Customer Customers P006 List Customers Customers P006 Create Charge Charges P006 Refund Charge Charges P006 Testing Guide Getting Started P007 OAuth Setup Authentication P007 API Keys Authentication P007 Rate Limiting Reference P007 Error Codes Troubleshooting P007 Webhooks Integration P007 Create Customer Customers P007 Update Customer Customers P007 Delete Customer Customers P007 List Customers Customers P007 Create Charge Charges P007 Refund Charge Charges P007 Testing Guide Getting Started P008 OAuth Setup Authentication P008 API Keys Authentication P008 Rate Limiting Reference P008 Error Codes Troubleshooting P008 Webhooks Integration P008 Create Customer Customers P008 Update Customer Customers P008 Delete Customer Customers P008 List Customers Customers P008 Create Charge Charges P008 Refund Charge Charges P008 Testing Guide Getting Started P009 OAuth Setup Getting Access P009 API Keys Authentication P009 Rate Limiting Limits P009 Error Codes Troubleshooting P009 Webhooks Integration P009 Create Customer Customer API P009 Update Customer Customer API P009 Delete Customer Customer API P009 List Customers Customer API P009 Create Charge Payments P009 Refund Charge Payments P009 Testing Guide Development P010 OAuth Setup Getting Access P010 API Keys Authentication P010 Rate Limiting Limits P010 Error Codes Troubleshooting P010 Webhooks Integration P010 Create Customer Customer API P010 Update Customer Customer API P010 Delete Customer Customer API P010 List Customers Customer API P010 Create Charge Payments P010 Refund Charge Payments P010 Testing Guide Development P011 OAuth Setup Authentication P011 API Keys Auth P011 Rate Limiting Reference P011 Error Codes Errors P011 Webhooks Events P011 Create Customer Customers P011 Update Customer Customers P011 Delete Customer Customers P011 List Customers Customers P011 Create Charge Charges P011 Refund Charge Refunds P011 Testing Guide SDKs & Examples P012 OAuth Setup Authentication P012 API Keys Auth P012 Rate Limiting Reference P012 Error Codes Errors P012 Webhooks Events P012 Create Customer Customers P012 Update Customer Customers P012 Delete Customer Customers P012 List Customers Customers P012 Create Charge Charges P012 Refund Charge Refunds P012 Testing Guide SDKs & Examples