Master Index Hub Overview
Welcome to the Convoluted Organization™ AI Platforms End User Commands Hub. Below are the 26 market-leading AI platforms, each curated with its 30 highest-impact end-user UI commands, shortcuts, slash commands, and application features, fully color-coded by industry category.
ChatGPT (OpenAI) Frontier
The industry pioneer; best for general reasoning, text creation, and custom workflows.
30 User ActionsFrontier Models
Claude (Anthropic) Frontier
The top model for advanced coding logic, data analysis, and processing massive text documents.
30 User ActionsFrontier Models
Gemini (Google) Frontier
Deeply integrated with Google Search and Workspace; excels at real-time web processing.
30 User ActionsFrontier Models
Microsoft Copilot Frontier
Built natively into Windows and Office 365, serving as an enterprise productivity companion.
30 User ActionsFrontier Models
Microsoft Azure AI Studio Infra
The exclusive cloud provider for corporate-grade OpenAI models and developer APIs.
30 User ActionsEnterprise Infrastructure
Google Vertex AI Infra
Google's enterprise platform for training, tuning, and deploying internal machine learning models.
30 User ActionsEnterprise Infrastructure
AWS Bedrock (Amazon) Infra
A unified hub providing secure corporate access to Anthropic, Meta, and Mistral models.
30 User ActionsEnterprise Infrastructure
GitHub Copilot Coding
The industry standard for real-time code auto-completion inside developer environments.
30 User ActionsCoding & Engineering
Cursor Coding
An AI-first code editor that allows developers to build entire software programs using natural language.
30 User ActionsCoding & Engineering
Devin (Cognition AI) Coding
The first autonomous AI software engineer capable of independently fixing bugs and deploying apps.
30 User ActionsCoding & Engineering
v0 (Vercel) Coding
A specialized interface engine that instantly generates production-ready front-end code from plain text instructions.
30 User ActionsCoding & Engineering
Midjourney Creative
The undisputed champion for generating hyper-realistic, artistic digital imagery.
30 User ActionsCreative Media
DALL-E 3 (OpenAI) Creative
Built directly into ChatGPT, known for its extreme precision in following text instructions.
30 User ActionsCreative Media
Flux (Black Forest Labs) Creative
The top open-weights image generator, famous for rendering flawless text and human hands.
30 User ActionsCreative Media
Runway Gen-3 Creative
The professional standard for high-end text-to-video and cinematic video editing.
30 User ActionsCreative Media
Kling AI Creative
A powerhouse video generator known for realistic physics, motion, and long video clips.
30 User ActionsCreative Media
HeyGen Creative
The premier platform for generating ultra-realistic digital human avatars and seamless video localization.
30 User ActionsCreative Media
ElevenLabs Creative
The definitive industry leader for lifelike AI voice generation, voice cloning, and audio dubbing.
30 User ActionsCreative Media
Suno AI Creative
The dominant service for generating full-length, studio-quality musical tracks with custom vocals.
30 User ActionsCreative Media
Perplexity AI Search
A conversational search engine that synthesizes live web data and provides fully cited answers.
30 User ActionsSearch & Productivity
NotebookLM (Google) Research
A research tool that turns your uploaded PDFs, articles, and data into automated audio discussions and summaries.
30 User ActionsSearch & Productivity
Fathom Productivity
The leading AI meeting assistant that automatically records, transcribes, and summarizes business calls.
30 User ActionsSearch, Research & Productivity
Glean Search
An enterprise-grade AI engine that searches through a company's internal data silos (Slack, Google Drive, Jira) to find instant answers.
30 User ActionsSearch, Research & Productivity
Harvey AI Industry
The premier AI assistant built specifically for top-tier law firms to handle legal research and contract drafting.
30 User ActionsIndustry-Specific
Abridge Industry
A clinical medical AI that listens to doctor-patient conversations and automatically drafts accurate medical charts.
30 User ActionsIndustry-Specific
Sierra Industry
The leading corporate platform for deploying autonomous, highly accurate AI customer service agents.
30 User ActionsIndustry-Specific
ChatGPT (OpenAI) Frontier
User Interface & End User Workflow Overview
ChatGPT (OpenAI) provides end users with a versatile conversational UI, desktop launcher shortcuts, interactive Canvas code/text editing, voice interaction, and Custom GPT creation. This reference matrix details the 30 best end-user UI commands, hotkeys, slash commands, and web canvas interactions.
Primary End User Access: ChatGPT Web Application (`chatgpt.com`), macOS/Windows Desktop App, iOS/Android Mobile App, and Canvas Workspace.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for ChatGPT (OpenAI).
| # | End User Action / Feature | UI Command / Interaction Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Quick Desktop Launcher Shortcut | Option + Space (Mac) or Alt + Space (Win) | Launches floating desktop prompt bar for instant Q&A. |
| 2 | 2. Open Interactive Canvas Workspace | ChatGPT Prompt: 'Open in Canvas' or Click Canvas Icon | Opens side-by-side interactive document or code editor canvas. |
| 3 | 3. Line Break Without Submitting Prompt | Shift + Enter | Inserts newline in prompt box without submitting query. |
| 4 | 4. Mention & Switch Custom GPT in Chat | @GPT_Name (e.g. @DataAnalyst) | Invokes specific Custom GPT directly within active chat thread. |
| 5 | 5. Activate Real-Time Voice Mode | Click Microphone / Audio Waveform Icon | Starts continuous low-latency hands-free voice conversation. |
| 6 | 6. Inpaint Image Editing Brush Tool | ChatGPT Image View -> Select Brush Tool -> Highlight Area -> Prompt change | Modifies specific brushed region of generated image. |
| 7 | 7. Canvas Document Text Inline Rewrite | Highlight Text in Canvas -> Select 'Adjust Length' / 'Reading Level' | Rewrites selected text block with single click. |
| 8 | 8. Canvas Code Debugger & Commenter | Canvas Code View -> Click 'Add Comments' / 'Fix Bugs' | Automatically adds inline comments or patches bugs in code. |
| 9 | 9. Attach Local File for Data Analysis | Prompt Box -> Click '+' Paperclip -> Upload File (PDF/CSV/PNG) | Uploads documents or spreadsheets for analysis. |
| 10 | 10. Web Search Grounding Toggle | Prompt Box -> Click Globe / Web Search Icon | Forces live web search grounding for real-time information. |
| 11 | 11. Enable Code Interpreter Sandbox | Prompt Box -> Attach Data File -> 'Analyze and plot chart' | Triggers Python execution sandbox to process data. |
| 12 | 12. Create Custom GPT Workflow | ChatGPT Left Sidebar -> Explore GPTs -> Create + | Provisions custom GPT with instructions and file uploads. |
| 13 | 13. Share Chat Thread Public Link | Top Right -> Share Chat Icon -> Copy Link | Generates public URL for sharing conversation thread. |
| 14 | 14. Fork & Continue Shared Conversation | Open Shared Link -> Click 'Continue this conversation' | Clones shared chat thread into personal account. |
| 15 | 15. Temporary Chat (No Memory / History) | Top Left Model Selector -> Toggle 'Temporary Chat' | Executes chat without saving to history or training models. |
| 16 | 16. Voice Mode Voice Selection | Settings -> Speech -> Voice (Alloy, Echo, Fable, Onyx, Nova, Shimmer) | Changes AI voice persona for voice mode. |
| 17 | 17. Switch AI Model (GPT-4o vs o1) | Top Left Model Dropdown -> Select 'GPT-4o' or 'o1' | Switches active reasoning model engine. |
| 18 | 18. Search Chat History Transcripts | Left Sidebar -> Click Search Icon -> Type keyword | Searches historical chat conversations. |
| 19 | 19. Export Personal Data & Chat Archive | Settings -> Data Controls -> Export Data | Downloads full personal chat history zip file. |
| 20 | 20. Clear All Chat Conversations | Settings -> Data Controls -> Delete All Chats | Permanently purges all chat history threads. |
| 21 | 21. Edit & Resubmit Previous User Prompt | Hover over Previous User Message -> Click Pencil Edit Icon | Edits prior prompt and branches conversation. |
| 22 | 22. Regenerate AI Response Variant | Below Assistant Message -> Click 'Regenerate' Icon | Generates alternative response variant. |
| 23 | 23. Copy Code Block to Clipboard | Code Block Header -> Click 'Copy Code' Icon | Copies formatted code directly to clipboard. |
| 24 | 24. Read Response Aloud Audio Synthesis | Below Assistant Message -> Click Read Aloud Speaker Icon | Synthesizes audio playback of text response. |
| 25 | 25. Thumb Up / Thumb Down Feedback | Below Assistant Message -> Click Good / Bad Response Icon | Submits feedback to improve model alignment. |
| 26 | 26. Archive Chat Conversation Thread | Left Sidebar -> Hover Thread -> Click Options -> Archive | Moves chat thread to archived folder. |
| 27 | 27. Rename Chat Thread Title | Left Sidebar -> Hover Thread -> Click Pencil Rename Icon | Updates title of chat conversation thread. |
| 28 | 28. Delete Single Chat Thread | Left Sidebar -> Hover Thread -> Click Trash Delete Icon | Permanently deletes single conversation thread. |
| 29 | 29. Custom Instructions Preference Config | Settings -> Custom Instructions -> What should ChatGPT know / How to respond | Sets global background context and response style. |
| 30 | 30. Keyboard Shortcuts Cheat Sheet Display | Press Cmd + / (Mac) or Ctrl + / (Win) | Displays full modal list of web UI keyboard shortcuts. |
Claude (Anthropic) Frontier
User Interface & End User Workflow Overview
Claude (Anthropic) offers end users a clean workspace featuring interactive Artifacts (React apps, SVGs, dashboards), Projects context sandboxes, style prompts, and file attachment handling. This reference matrix details the 30 best end-user UI commands and workflow features.
Primary End User Access: Claude Web Application (`claude.ai`), macOS/Windows Desktop App, and iOS/Android Mobile App.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Claude (Anthropic).
| # | End User Action / Feature | UI Command / Interaction Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Open Interactive Artifacts Side Panel | Claude UI -> Click Artifact Card or Prompt 'Create an Artifact' | Opens side-by-side interactive preview for React code, SVGs, or docs. |
| 2 | 2. Publish & Share Interactive Artifact | Artifact Top Bar -> Publish -> Copy Public URL | Generates shareable public link for live React app or document. |
| 3 | 3. Create Custom Project Context Vault | Left Sidebar -> Projects -> Create Project -> 'Q3 Roadmap' | Provisions isolated project vault for files and custom instructions. |
| 4 | 4. Attach Persistent Style Guide to Project | Project View -> Add Custom Instructions -> Set Prose/Coding Rules | Enforces persistent coding or prose style across project chats. |
| 5 | 5. Upload Multi-File Project Context | Project View -> Add Content -> Upload PDFs / Code files | Uploads persistent document context shared by all project chats. |
| 6 | 6. Submit Chat Query Hotkey | Control + Enter or Click Send Icon | Submits active prompt query to Claude. |
| 7 | 7. Multiline Prompt Break | Shift + Enter | Inserts newline in prompt box without submitting. |
| 8 | 8. Attach File or PDF to Chat Thread | Prompt Box -> Click Paperclip / Drop File (up to 30MB) | Uploads document or image payload for single thread. |
| 9 | 9. Switch Active Model Engine | Model Selector -> Select 'Claude 3.5 Sonnet' / 'Claude 3.5 Haiku' | Switches active model engine for conversation. |
| 10 | 10. Edit & Retry Previous Prompt Message | Hover User Message -> Click Pencil Edit Icon -> Save | Edits prior message and generates new response branch. |
| 11 | 11. Copy Entire Artifact Code Content | Artifact Code View -> Click 'Copy' Button | Copies raw React, SVG, or HTML code to clipboard. |
| 12 | 12. Download Artifact Code File | Artifact Code View -> Click 'Download' File Icon | Downloads artifact directly as `.tsx`, `.svg`, or `.html` file. |
| 13 | 13. Toggle Artifact Preview vs Raw Code | Artifact Header -> Toggle 'Preview' / 'Code' | Switches between live interactive rendering and source code. |
| 14 | 14. Branch Chat Conversation Thread | Hover Assistant Response -> Click 'Branch' Icon | Creates new conversation branch from specific response point. |
| 15 | 15. Search Saved Chat Conversations | Left Sidebar -> Click Search -> Type topic keyword | Searches historical conversation titles. |
| 16 | 16. Star / Favorite Important Projects | Project Header -> Click Star Icon | Pins project vault to top of left sidebar. |
| 17 | 17. Archive Chat Thread | Left Sidebar -> Hover Chat -> Options -> Archive | Moves chat thread to archived section. |
| 18 | 18. Delete Chat Conversation Thread | Left Sidebar -> Hover Chat -> Options -> Delete | Permanently deletes chat thread. |
| 19 | 19. Export Account Conversation Archive | Settings -> Account -> Export Data | Exports JSON archive of all personal Claude conversations. |
| 20 | 20. Toggle Dark Mode vs Light Theme | Settings -> Appearance -> Dark / Light / System | Configures UI color theme preference. |
| 21 | 21. Copy Raw Assistant Message Text | Below Message -> Click Copy Clipboard Icon | Copies entire assistant response text. |
| 22 | 22. Retry Response Generation | Below Message -> Click Retry Icon | Generates alternative response attempt. |
| 23 | 23. Give Thumbs Up / Down Response Feedback | Below Message -> Click Thumbs Up / Down Icon | Submits response quality feedback to Anthropic. |
| 24 | 24. View Usage Limits & Reset Countdown | Settings -> Account -> Usage Limits | Displays remaining messages budget and reset time. |
| 25 | 25. Create Team Workspace Organization | Settings -> Team -> Invite Members | Provisions shared enterprise workspace organization. |
| 26 | 26. Set Default Style Prompt Preset | Settings -> Response Style -> Concise / Detailed / Formal | Configures default tone and verbosity preferences. |
| 27 | 27. Attach Vision Image Screenshot | Prompt Box -> Paste Image from Clipboard (Cmd + V) | Pastes screenshot directly into prompt box for visual Q&A. |
| 28 | 28. View Project Member Access Permissions | Project Settings -> Members -> Set Viewer / Editor | Manages team member access scope for project vaults. |
| 29 | 29. Keyboard Shortcuts Overlay Modal | Press Cmd + / (Mac) or Ctrl + / (Win) | Displays modal list of web UI keyboard shortcuts. |
| 30 | 30. Logout Account Session | Left Sidebar -> Profile -> Log Out | Logs out of active web user session. |
Gemini (Google) Frontier
User Interface & End User Workflow Overview
Gemini (Google) provides end users with web app features (`gemini.google.com`), Google Workspace extensions (`@Google Docs`, `@Gmail`, `@Drive`), Gems custom bot builder, and Audio Overview capabilities. This reference matrix details the 30 best end-user UI commands and Workspace integrations.
Primary End User Access: Gemini Web App (`gemini.google.com`), Google Workspace Side Panel, and Mobile Apps.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Gemini (Google).
| # | End User Action / Feature | UI Command / Extension Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Invoke Google Docs Workspace Extension | Gemini Prompt: '@Google Docs summarize my recent project proposal' | Searches and synthesizes text directly from Google Docs. |
| 2 | 2. Invoke Gmail Workspace Extension | Gemini Prompt: '@Gmail find flight confirmation emails for August' | Searches email threads in Gmail. |
| 3 | 3. Invoke Google Drive Workspace Extension | Gemini Prompt: '@Google Drive summarize Q3 budget spreadsheet' | Searches and analyzes files stored in Google Drive. |
| 4 | 4. Invoke YouTube Extension for Video QA | Gemini Prompt: '@YouTube search for key takeaways in video [URL]' | Parses YouTube video transcripts and answers questions. |
| 5 | 5. Invoke Google Maps Workspace Extension | Gemini Prompt: '@Google Maps find top-rated Italian restaurants near Phoenix' | Pulls real-time maps, directions, and place ratings. |
| 6 | 6. Create Custom Gem Persona Bot | Gemini Left Sidebar -> Gems -> New Gem -> Define Persona | Provisions custom Gem bot with tailored instructions. |
| 7 | 7. Export Response Directly to Google Doc | Below Response -> Share & Export -> Export to Docs | Creates new Google Doc containing response text with one click. |
| 8 | 8. Export Code / Data Directly to Gmail Draft | Below Response -> Share & Export -> Draft in Gmail | Creates new email draft in Gmail containing response text. |
| 9 | 9. Export Python Code to Google Colab | Code Block Footer -> Export to Colab | Exports generated Python code directly into Google Colab notebook. |
| 10 | 10. Modify Response Style & Length | Below Response -> Modify Response -> Shorter / Longer / Simpler / Casual | Adjusts length and tone of response with one click. |
| 11 | 11. Double-Check Response with Google Search | Below Response -> Click 'G' Search Double-Check Icon | Highlights verified claims in green and unverified claims in orange. |
| 12 | 12. Generate Images via Imagen 3 Engine | Gemini Prompt: 'Draw an image of a futuristic garden at dawn' | Generates high-resolution visual images. |
| 13 | 13. Upload Audio File for Transcription & Summary | Prompt Box -> Plus Icon -> Upload Audio File (MP3/WAV) | Transcribes and summarizes uploaded audio file. |
| 14 | 14. Upload 1080p Video File for Analysis | Prompt Box -> Plus Icon -> Upload Video File (MP4) | Analyzes video content and answers questions. |
| 15 | 15. Upload PDF Document for Synthesis | Prompt Box -> Plus Icon -> Upload PDF | Ingests PDF file for Q&A and summary. |
| 16 | 16. Switch Active Model Version (Gemini Advanced) | Top Model Selector -> Select 'Gemini 1.5 Pro' / 'Gemini Flash' | Switches active reasoning model engine. |
| 17 | 17. Real-Time Gemini Live Mobile Audio Chat | Gemini App -> Click Live Waveform Icon | Starts continuous real-time voice conversation. |
| 18 | 18. Pin Conversation Thread to Sidebar | Left Sidebar -> Hover Chat -> Options -> Pin | Pins important conversation thread to top of sidebar. |
| 19 | 19. Rename Conversation Thread Title | Left Sidebar -> Hover Chat -> Options -> Rename | Updates title of conversation thread. |
| 20 | 20. Delete Conversation Thread | Left Sidebar -> Hover Chat -> Options -> Delete | Permanently purges conversation thread. |
| 21 | 21. Public Shareable Response Link | Below Response -> Share & Export -> Create Public Link | Generates public URL for sharing response. |
| 22 | 22. View Other Generated Response Drafts | Top Right Response -> Click 'Show Drafts' | Displays 3 alternative response draft variations. |
| 23 | 23. Copy Response Text to Clipboard | Below Response -> Share & Export -> Copy | Copies formatted response text to clipboard. |
| 24 | 24. Listen to Speech Audio Generation | Top Right Response -> Click Listen Speaker Icon | Synthesizes speech playback of response text. |
| 25 | 25. Edit Previous Prompt Message | Hover User Message -> Click Pencil Edit Icon | Edits prior message and branches conversation. |
| 26 | 26. Enable / Disable Extensions Settings | Settings -> Extensions -> Toggle Workspace / Maps / YouTube | Enables or disables individual extension integrations. |
| 27 | 27. Manage Activity & Deletion Controls | Settings -> Gemini Apps Activity -> Turn Off / Delete | Controls background activity logging and auto-delete rules. |
| 28 | 28. Workspace Extension Side Panel Launch | Google Docs / Gmail -> Right Side Panel -> Click Gemini Spark Icon | Opens Gemini assistant side panel directly inside Workspace apps. |
| 29 | 29. Submit Prompt Message Hotkey | Enter or Click Send Icon | Submits active prompt query. |
| 30 | 30. Shift-Enter Multiline Prompt Input | Shift + Enter | Inserts newline in prompt box without submitting. |
Microsoft Copilot Frontier
User Interface & End User Workflow Overview
Microsoft Copilot is deeply integrated into Windows 11 (`Win + C`), Microsoft 365 App Ribbons (Word, Excel, PowerPoint, Outlook, Teams), and Copilot Pages. This reference matrix details the 30 best end-user UI ribbon commands, shortcuts, and app workflows.
Primary End User Access: M&365 App Ribbons, Windows 11 OS Panel (`Win + C`), Teams Chat, and Copilot Pages (`copilot.microsoft.com/pages`).
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Microsoft Copilot.
| # | End User Action / Feature | UI Command / Ribbon Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. OS Desktop Copilot Quick Launch | Win + C (or Win + Key) | Launches native OS Copilot companion panel in Windows 11. |
| 2 | 2. Word Ribbon - Draft Document with Copilot | Word Ribbon -> Copilot -> Draft with Copilot -> 'Draft 5-page proposal based on notes.docx' | Generates full corporate document in Word. |
| 3 | 3. Word Ribbon - Rewrite Selected Paragraph | Highlight Text in Word -> Click Copilot Icon -> Rewrite / Visualize as Table | Rewrites text or converts paragraphs into a table. |
| 4 | 4. Excel Ribbon - Analyze Data & Generate Formulas | Excel Ribbon -> Copilot -> Analyze & Visualize -> 'Highlight top 10 sales by revenue' | Generates Excel formulas, conditional formatting, and pivot charts. |
| 5 | 5. Excel Ribbon - Run Python Analysis Code | Excel Ribbon -> Copilot -> 'Plot trendline using Python' | Executes Python code in cloud sandbox to generate charts. |
| 6 | 6. PowerPoint Ribbon - Create Deck from Word File | PowerPoint Ribbon -> Copilot -> Create deck from file -> Select Word Doc | Generates branded presentation deck from Word document. |
| 7 | 7. PowerPoint Ribbon - Add Slide on Topic | PowerPoint Ribbon -> Copilot -> 'Add slide about competitive risks' | Inserts new slide with matching presentation design layout. |
| 8 | 8. PowerPoint Ribbon - Summarize Presentation Deck | PowerPoint Ribbon -> Copilot -> Summarize presentation | Synthesizes 3-bullet executive summary of slide deck. |
| 9 | 9. Outlook Ribbon - Summarize Email Thread | Outlook -> Summarize by Copilot | Synthesizes key action items and decisions from long email thread. |
| 10 | 10. Outlook Ribbon - Draft Email Reply with Tone Control | Outlook -> Reply with Copilot -> Set Tone: Direct / Formal / Concise | Drafts contextual email reply with tone control. |
| 11 | 11. Outlook Ribbon - Sound Call Coach Feedback | Outlook -> Coaching by Copilot | Analyzes draft email for tone clarity and sentiment suggestions. |
| 12 | 12. Teams Ribbon - Recount Meeting Decisions & Tasks | Teams Meeting -> Copilot -> 'Recount decisions made and assigned tasks' | Provides real-time transcript analysis during meeting. |
| 13 | 13. Teams Ribbon - Catch Up on Missed Chat Discussion | Teams Channel -> Copilot -> 'Catch up on last 24 hours of discussion' | Synthesizes missed channel messages and action items. |
| 14 | 14. Copilot Pages Collaborative Multiplayer Canvas | https://copilot.microsoft.com/pages -> Create Multiplayer Canvas | Creates collaborative multiplayer canvas for team editing. |
| 15 | 15. Select Conversation Style Register | Copilot Web -> Select Style: Creative / Balanced / Precise | Adjusts model behavior register between creative and precise. |
| 16 | 16. Attach File or Document Payload in Chat | Prompt Box -> Paperclip Icon -> Select File from OneDrive / PC | Uploads document for analysis. |
| 17 | 17. Generate DALL-E 3 Image in Copilot Web | Copilot Prompt: 'Create an image of a modern office lobby' | Generates visual artwork via DALL-E 3 engine. |
| 18 | 18. Search Chat History Transcripts | Left Sidebar -> Recent Chats -> Select chat thread | Navigates historical conversation threads. |
| 19 | 19. Delete Conversation Thread | Left Sidebar -> Hover Chat -> Click Trash Delete Icon | Permanently deletes single conversation thread. |
| 20 | 20. Export Copilot Response to Word / PDF | Below Response -> Export -> Export to Word / PDF | Downloads formatted document file. |
| 21 | 21. Copy Response Content to Clipboard | Below Response -> Click Copy Icon | Copies formatted response text to clipboard. |
| 22 | 22. Read Response Aloud Audio Synthesis | Below Response -> Click Read Aloud Icon | Synthesizes audio playback of response text. |
| 23 | 23. Give Positive / Negative Response Feedback | Below Response -> Click Thumbs Up / Down Icon | Submits feedback to Microsoft Copilot team. |
| 24 | 24. Copilot Studio Custom Agent Chat Access | Teams Sidebar -> Select Custom Copilot Agent | Launches internal custom enterprise agent in Teams. |
| 25 | 25. Windows Settings OS Toggles via Copilot | Windows Copilot: 'Turn on dark mode' or 'Take a screenshot' | Executes Windows OS system settings actions. |
| 26 | 26. Microsoft Edge Web Page Summarization | Edge Sidebar -> Click Copilot -> 'Summarize this web page' | Synthesizes active web page article in Edge browser. |
| 27 | 27. Edge Sidebar - Compose Draft Email / Post | Edge Sidebar -> Compose Tab -> Select Format: Email / Blog / Paragraph | Drafts content directly in Edge sidebar. |
| 28 | 28. Submit Prompt Query Hotkey | Enter or Click Send Arrow Icon | Submits active prompt query. |
| 29 | 29. Newline Prompt Break Hotkey | Shift + Enter | Inserts newline in prompt box without submitting. |
| 30 | 30. Commercial Data Protection Badge Indicator | Top Right -> Green 'Protected' Badge Verification | Confirms corporate commercial data protection is active. |
Microsoft Azure AI Studio Infra
User Interface & End User Workflow Overview
Azure AI Studio provides cloud engineers, AI architects, and enterprise users with a web portal (`ai.azure.com`) for testing model deployments, building RAG search indexes, configuring Prompt Flow DAGs, and monitoring safety metrics.
Primary End User Access: Azure AI Studio Web Portal (`ai.azure.com`), Playground Canvas, and Prompt Flow Visual DAG Editor.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Microsoft Azure AI Studio.
| # | End User Action / Feature | UI Command / Portal Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Open Chat Playground Testing Canvas | Azure AI Studio -> Playground -> Chat | Opens interactive playground canvas to test model deployments. |
| 2 | 2. Select Deployed Model Instance | Playground -> Deployment Dropdown -> Select 'gpt-4o-prod' | Switches active model deployment instance. |
| 3 | 3. Configure System Message Persona | Playground -> System Message -> Type Persona Instructions -> Apply | Configures system prompt persona and operational rules. |
| 4 | 4. Add Data Source for On-Your-Data RAG | Playground -> Add Your Data -> Add Data Source -> Azure AI Search | Connects Azure AI Search index directly to playground chat. |
| 5 | 5. Adjust Temperature & Top-P Parameters | Playground -> Parameters -> Drag Temperature Slider (0.0 to 1.0) | Controls response creativity and variance visually. |
| 6 | 6. Adjust Max Response Tokens Cap | Playground -> Parameters -> Drag Max Response Slider | Sets maximum output token generation limit. |
| 7 | 7. Toggle Stream Response Tokens | Playground -> Parameters -> Toggle 'Stream response' | Enables real-time token streaming in playground. |
| 8 | 8. View Generated Python / C# Code Snippet | Playground -> Top Bar -> View Code | Generates ready-to-use Python, C#, or REST code snippets for playground setup. |
| 9 | 9. Open Prompt Flow Visual DAG Builder | Azure AI Studio -> Prompt Flow -> Create New Flow | Opens visual drag-and-drop DAG workflow editor. |
| 10 | 10. Add LLM Node to Prompt Flow DAG | Prompt Flow Canvas -> Click '+ LLM Node' -> Select Model | Inserts LLM processing step into workflow graph. |
| 11 | 11. Add Python Execution Node to DAG | Prompt Flow Canvas -> Click '+ Python Node' -> Write Code | Inserts custom Python data transformation step. |
| 12 | 12. Run Visual Prompt Flow Test | Prompt Flow Editor -> Click 'Run' -> View Node Outputs | Executes visual DAG flow and inspects intermediate outputs. |
| 13 | 13. Deploy Prompt Flow as REST Endpoint | Prompt Flow Editor -> Click 'Deploy' -> Set Endpoint Name | Deploys visual workflow graph as managed REST API. |
| 14 | 14. Browse Model Catalog Asset Library | Azure AI Studio -> Model Catalog -> Filter by Llama 3 / Mistral / Phi-3 | Browses open-weights and foundation models catalog. |
| 15 | 15. Deploy Serverless Model API (Pay-as-you-go) | Model Catalog -> Select Model -> Deploy -> Serverless API | Deploys model asset as serverless pay-per-token API. |
| 16 | 16. Create Azure AI Search Vector Index | Azure AI Studio -> Indexes -> New Index -> Upload Docs | Provisions vector RAG search index from documents. |
| 17 | 17. Configure Real-Time Content Safety Filters | Azure AI Studio -> Content Safety -> Create Guardrails -> Set Harm Thresholds | Configures real-time text and image safety filters. |
| 18 | 18. Test Content Safety Text Analyzer | Content Safety Portal -> Text Analysis -> Test Prompt | Tests prompt against Hate, Sexual, Violence, SelfHarm categories. |
| 19 | 19. Run Automated Offline Model Evaluation | Azure AI Studio -> Evaluation -> New Automated Evaluation -> Select Metrics | Runs offline benchmark testing for Groundedness and Relevance. |
| 20 | 20. Inspect Fine-Tuning Training Loss Graphs | Azure AI Studio -> Fine-Tuning -> Select Job -> View Metrics | Inspects training loss and validation graphs. |
| 21 | 21. Configure Managed Identity Authentication | Azure Portal -> AI Account -> Identity -> System Assigned -> On | Enables Azure AD System-Assigned Managed Identity. |
| 22 | 22. Configure VNet Private Endpoint Access | Azure Portal -> AI Account -> Networking -> Private Endpoints -> Add | Enforces private VNet network isolation. |
| 23 | 23. Disable Public Internet Access Toggle | Azure Portal -> AI Account -> Networking -> Public Access -> Disabled | Blocks all public internet traffic. |
| 24 | 24. Inspect Provisioned Throughput (PTU) Usage | Azure AI Studio -> Deployments -> View PTU Utilization Chart | Monitors active PTU throughput capacity utilization. |
| 25 | 25. Export Diagnostic Logs to Log Analytics | Azure Portal -> Diagnostic Settings -> Add -> Select Log Analytics Workspace | Streams prompt/response logs to Log Analytics. |
| 26 | 26. Assign User Access Roles (RBAC) | Azure Portal -> Access Control (IAM) -> Add Role Assignment -> Cognitive Services User | Grants role-based access permissions to users. |
| 27 | 27. Import Dataset File for Fine-Tuning | Azure AI Studio -> Data -> Upload File (JSONL) | Registers dataset file for fine-tuning or evaluation. |
| 28 | 28. Inspect Project Resource Quotas | Azure AI Studio -> Quotas -> View TPM / RPM Limits | Inspects active account token per minute quota limits. |
| 29 | 29. Create Isolated Team Workspace | Azure AI Studio -> Workspaces -> Create Workspace | Provisions isolated team workspace for AI projects. |
| 30 | 30. Switch Azure Portal Subscriptions | Azure Portal -> Directory + Subscription -> Switch Directory | Switches active tenant directory subscription. |
Google Vertex AI Infra
User Interface & End User Workflow Overview
Google Vertex AI provides cloud engineers, data scientists, and enterprise users with a web portal (`console.cloud.google.com/vertex-ai`) for testing Gemini models, managing Agent Builder RAG datastores, running Kubeflow pipelines, and tuning models.
Primary End User Access: Google Cloud Console (`console.cloud.google.com/vertex-ai`), Generative AI Studio, and Agent Builder Console.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Google Vertex AI.
| # | End User Action / Feature | UI Command / Portal Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Open Generative AI Studio Chat Canvas | GCP Console -> Vertex AI -> Generative AI Studio -> Language -> Multimodal | Opens interactive playground canvas to test Gemini prompts. |
| 2 | 2. Select Foundation Model Version | Generative AI Studio -> Model Dropdown -> Select 'Gemini 1.5 Pro' | Switches active foundation model version. |
| 3 | 3. Configure System Instructions Persona | Generative AI Studio -> System Instructions -> Type Persona Rules | Configures system prompt persona and operational rules. |
| 4 | 4. Enable Google Search Grounding Toggle | Generative AI Studio -> Grounding -> Toggle 'Google Search' | Grounds playground responses with live Google Search web data. |
| 5 | 5. Adjust Temperature Variance Slider | Generative AI Studio -> Parameters -> Adjust Temperature (0.0 to 1.0) | Controls response randomness and creativity. |
| 6 | 6. Adjust Output Token Limit Slider | Generative AI Studio -> Parameters -> Adjust Output Token Limit | Sets maximum output token generation budget. |
| 7 | 7. View Generated Python / REST Code Snippet | Generative AI Studio -> Top Right -> Click 'Get Code' | Generates Python, cURL, or Node.js code snippets for active prompt. |
| 8 | 8. Save Prompt Asset to Vertex AI Repository | Generative AI Studio -> Click 'Save Prompt' -> Assign Name | Saves prompt template asset to cloud repository. |
| 9 | 9. Open Vertex AI Agent Builder Console | GCP Console -> Vertex AI -> Agent Builder -> Create Agent | Opens console to build enterprise conversational RAG agents. |
| 10 | 10. Provision Agent Datastore from GCS Bucket | Agent Builder -> Data Stores -> Create Data Store -> Select GCS Bucket | Ingests PDF files from Google Cloud Storage into RAG datastore. |
| 11 | 11. Test Conversational RAG Agent in Preview | Agent Builder -> Preview Panel -> Type User Query | Executes real-time Q&A test against RAG datastore. |
| 12 | 12. Deploy Agent to Web Widget Embed | Agent Builder -> Integration -> Web Widget -> Copy Embed Code | Generates HTML embed snippet for custom website. |
| 13 | 13. Browse Model Garden Asset Catalog | GCP Console -> Vertex AI -> Model Garden -> Filter Llama 3 / Claude | Browses open-weights and foundation models catalog. |
| 14 | 14. Deploy Open-Weights Model to GPU Cluster | Model Garden -> Select Model -> Deploy -> Select GPU Instance Type | Deploys open-weights model to GPU node cluster. |
| 15 | 15. Create Private Model Serving Endpoint | Vertex AI -> Online Prediction -> Endpoints -> Create Endpoint | Provisions private model serving endpoint. |
| 16 | 16. Configure Autoscaling Compute Replica Count | Vertex AI -> Endpoints -> Edit -> Set Min Replicas: 2, Max: 10 | Configures autoscaling compute replica limits. |
| 17 | 17. Open Kubeflow Pipelines Visual Dashboard | GCP Console -> Vertex AI -> Pipelines -> View Pipeline Runs | Monitors execution graph of Kubeflow MLOps pipelines. |
| 18 | 18. Trigger Supervised Model Fine-Tuning Job | Vertex AI -> Tuning -> Create Tuning Job -> Select 'Gemini 1.5 Flash' | Initiates supervised fine-tuning run on custom JSONL dataset. |
| 19 | 19. Inspect Fine-Tuning Evaluation Loss Graphs | Vertex AI -> Tuning -> Select Job -> View Loss / Accuracy Charts | Inspects training loss and validation graphs. |
| 20 | 20. Provision Enterprise Feature Store | GCP Console -> Vertex AI -> Feature Store -> Create Feature Store | Provisions enterprise feature store. |
| 21 | 21. Configure VPC Service Controls Perimeter | GCP Console -> Security -> VPC Service Controls -> Add Perimeter | Enforces private VPC network isolation. |
| 22 | 22. Configure Customer Managed Encryption Key (CMEK) | Vertex AI Settings -> Encryption -> Select KMS Key | Enforces customer-managed KMS encryption key. |
| 23 | 23. Enable Model Monitoring Drift Alerting | Vertex AI -> Endpoints -> Model Monitoring -> Enable Drift Detection | Configures feature drift and prediction skew alerts. |
| 24 | 24. Inspect GPU & TPU Quotas Console | GCP Console -> IAM & Admin -> Quotas -> Service: Vertex AI | Inspects GPU, TPU, and API quota limits. |
| 25 | 25. Assign IAM User Access Roles | GCP Console -> IAM -> Add -> Role: Vertex AI Administrator / User | Grants role-based access permissions to users. |
| 26 | 26. Upload Training Dataset to GCS Bucket | GCP Console -> Storage -> Buckets -> Upload File (JSONL) | Uploads dataset file for fine-tuning or evaluation. |
| 27 | 27. Inspect Cloud Audit Logs for Vertex AI | GCP Console -> Logging -> Logs Explorer -> Resource: Vertex AI | Inspects operational audit logs for compliance. |
| 28 | 28. Switch Google Cloud Active Project | Top Navigation Bar -> Project Selector -> Select Target GCP Project | Switches active Google Cloud project context. |
| 29 | 29. Delete Empty Serving Endpoint Resource | Vertex AI -> Endpoints -> Select Endpoint -> Delete | Deploys or deletes empty serving endpoint resource. |
| 30 | 30. Open GCP Cloud Shell Terminal | Top Navigation Bar -> Click Cloud Shell Icon (>_) | Opens web terminal pre-authenticated with `gcloud` CLI. |
AWS Bedrock (Amazon) Infra
User Interface & End User Workflow Overview
AWS Bedrock provides cloud engineers, developers, and enterprise users with an AWS Management Console interface (`console.aws.amazon.com/bedrock`) for testing foundation models in playgrounds, configuring Knowledge Bases, and setting Guardrails.
Primary End User Access: AWS Management Console (`console.aws.amazon.com/bedrock`), Text/Image Playgrounds, and Knowledge Base Builder.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for AWS Bedrock (Amazon).
| # | End User Action / Feature | UI Command / Console Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Open Text Playground Testing Canvas | AWS Console -> Bedrock -> Playgrounds -> Text | Opens interactive playground canvas to test foundation models. |
| 2 | 2. Select Foundation Model Asset | Playground -> Select Model -> Category: Anthropic / Meta / Mistral | Switches active foundation model asset. |
| 3 | 3. Configure System Prompt & Temperature Slider | Playground -> Configurations -> Set System Prompt & Temperature | Configures system instructions and generation variance. |
| 4 | 4. View Generated AWS CLI & Boto3 Code | Playground -> Top Bar -> View API Request | Generates ready-to-use AWS CLI or Boto3 Python code snippets. |
| 5 | 5. Provision Bedrock RAG Knowledge Base | AWS Console -> Bedrock -> Knowledge Bases -> Create Knowledge Base | Provisions RAG knowledge base connected to S3 bucket. |
| 6 | 6. Connect S3 Bucket Data Source to Knowledge Base | Knowledge Base Builder -> Select S3 Bucket -> Set Chunking Strategy | Connects S3 document bucket and configures chunking. |
| 7 | 7. Trigger Manual Ingestion Sync Job | Knowledge Base View -> Data Sources -> Select Source -> Click 'Sync' | Triggers S3 document chunking and vector indexing sync. |
| 8 | 8. Test Knowledge Base RAG Search in Preview | Knowledge Base View -> Test Window -> Enter Query | Executes real-time RAG query test against vector index. |
| 9 | 9. Provision Autonomous Bedrock Agent | AWS Console -> Bedrock -> Agents -> Create Agent | Provisions autonomous task execution agent. |
| 10 | 10. Associate Lambda Action Group to Agent | Agent Builder -> Action Groups -> Add -> Select Lambda Function & OpenAPI Schema | Binds Lambda function and OpenAPI schema to agent. |
| 11 | 11. Prepare & Test Bedrock Agent in Console | Agent Builder -> Click 'Prepare' -> Test in Right Preview Window | Compiles and tests agent workflow loop. |
| 12 | 12. Create Bedrock Content Policy Guardrail | AWS Console -> Bedrock -> Guardrails -> Create Guardrail | Provisions safety guardrail for content filtering. |
| 13 | 13. Configure PII Redaction Filter Policy | Guardrail Builder -> Sensitive Information -> PII Entities -> Block / Anonymize | Configures automated PII masking rules. |
| 14 | 14. Test Guardrail Filtering in Console | Guardrail Builder -> Test Guardrail -> Input Test Text | Tests guardrail against harmful inputs and jailbreak attempts. |
| 15 | 15. Request Model Access Permissions in Region | AWS Console -> Bedrock -> Model Access -> Edit -> Select Models -> Save | Requests access permissions for Anthropic, Meta, or Mistral models. |
| 16 | 16. Allocate Provisioned Model Throughput (PTU) | AWS Console -> Bedrock -> Provisioned Throughput -> Purchase Units | Allocates dedicated provisioned throughput capacity. |
| 17 | 17. Initiate Model Customization Fine-Tuning Job | AWS Console -> Bedrock -> Custom Models -> Create Fine-Tuning Job | Initiates custom model fine-tuning run on S3 JSONL dataset. |
| 18 | 18. Inspect Custom Model Training Loss Charts | Custom Models -> Select Job -> View Metrics | Monitors training loss and validation graphs. |
| 19 | 19. Browse Foundation Models Registry | AWS Console -> Bedrock -> Foundation Models -> View All | Browses available foundation models and modality specs. |
| 20 | 20. Enable S3 Invocation Logging for Audits | AWS Console -> Bedrock -> Settings -> Model Invocation Logging -> Enable S3 | Configures S3 audit logging for all model calls. |
| 21 | 21. Create Private VPC Endpoint Connection | AWS VPC Console -> Endpoints -> Create Endpoint -> Service: bedrock-runtime | Enforces private VPC network isolation. |
| 22 | 22. Configure KMS Encryption Key Binding | Knowledge Base Settings -> Encryption -> Select KMS Key ARN | Enforces KMS storage encryption on Knowledge Base. |
| 23 | 23. Monitor Model Latency Charts in CloudWatch | AWS CloudWatch -> Dashboards -> Bedrock -> View ModelInvocationLatency | Monitors model invocation latency metrics. |
| 24 | 24. Monitor Invocation Throttles in CloudWatch | AWS CloudWatch -> Metrics -> Bedrock -> InvocationThrottles | Monitors API request throttle events. |
| 25 | 25. Inspect Bedrock Service Quota Token Limits | AWS Service Quotas -> Bedrock -> View Quotas | Inspects account QPS and token quota limits. |
| 26 | 26. Assign IAM Policy Permissions to Developers | AWS IAM -> Users / Roles -> Attach Policy -> AmazonBedrockFullAccess | Grants IAM permissions to developers. |
| 27 | 27. Open OpenSearch Serverless Vector Index Console | AWS Console -> OpenSearch -> Serverless -> Vector Collections | Inspects vector index collections created by Bedrock. |
| 28 | 28. Switch AWS Cloud Region Directory | Top Right Navigation Bar -> Region Selector -> Select us-east-1 / us-west-2 | Switches active AWS region context. |
| 29 | 29. Open AWS CloudShell Web Terminal | Top Navigation Bar -> Click CloudShell Icon (>_) | Opens web terminal pre-authenticated with AWS CLI. |
| 30 | 30. Inspect AWS Health Service Dashboard | AWS Console -> AWS Health Dashboard -> View Event Log | Inspects AWS Bedrock service operational status. |
GitHub Copilot Coding
User Interface & End User Workflow Overview
GitHub Copilot provides developers with inline code completion shortcuts, VS Code Copilot Chat, `@` participant scope tags, and `/` slash commands. This reference matrix details the 30 best end-user IDE keyboard shortcuts and chat interactions.
Primary End User Access: VS Code / Visual Studio / JetBrains Extensions, Copilot Chat Panel, and GitHub CLI.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for GitHub Copilot.
| # | End User Action / Feature | UI Command / Shortcut Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Trigger Inline Completion Suggestion | Option + \ (Mac) or Alt + \ (Win) | Triggers manual Copilot inline code completion suggestion. |
| 2 | 2. Accept Full Inline Completion | Tab | Accepts active Copilot code completion suggestion. |
| 3 | 3. Accept Next Word Only | Command + Right (Mac) or Ctrl + Right (Win) | Accepts next word of completion suggestion. |
| 4 | 4. Cycle Next Completion Variant | Option + ] (Mac) or Alt + ] (Win) | Cycles to next available completion suggestion. |
| 5 | 5. Cycle Previous Completion Variant | Option + [ (Mac) or Alt + [ (Win) | Cycles to previous completion suggestion. |
| 6 | 6. Open 10 Alternative Completions Panel | Control + Enter | Opens 10 alternative code completions in split editor panel. |
| 7 | 7. Toggle Copilot Chat Side Panel | Command + Control + I (Mac) or Ctrl + Alt + I (Win) | Opens Copilot Chat side panel. |
| 8 | 8. Open Inline Chat Prompt in Code Editor | Command + I (Mac) or Ctrl + I (Win) | Opens inline prompt box directly inside active code file. |
| 9 | 9. Slash Command - Explain Code Logic | /explain | Explains selected code logic in plain language. |
| 10 | 10. Slash Command - Fix Bugs & Syntax Errors | /fix | Identifies syntax or logical bug in selected code and proposes fix. |
| 11 | 11. Slash Command - Generate Unit Test Suite | /tests | Generates unit test suite for selected function. |
| 12 | 12. Slash Command - Generate Docstrings | /doc | Generates JSDoc / Docstring documentation comments. |
| 13 | 13. Slash Command - Setup Test Framework | /setupTests | Configures test framework setup for active workspace. |
| 14 | 14. Slash Command - Scaffold New Project | /new | Scaffolds new project template based on natural language prompt. |
| 15 | 15. Slash Command - Terminal Command Help | /terminal | Generates shell command syntax for terminal execution. |
| 16 | 16. Chat Participant - Query Full Workspace | @workspace /explain how routing works | Searches entire indexed workspace codebase to answer query. |
| 17 | 17. Chat Participant - VS Code Settings | @vscode how do I change my theme? | Answers questions about editor settings and configurations. |
| 18 | 18. Chat Participant - Explain Terminal Failure | @terminal explain recent command failure | Analyzes recent failed terminal command error output. |
| 19 | 19. Chat Participant - Query GitHub PRs & Issues | @github list my open pull requests | Queries GitHub PRs, issues, and repositories. |
| 20 | 20. GitHub CLI - Explain Terminal Command | gh copilot explain 'iptables -t nat -A PREROUTING...' | Explains complex terminal command in CLI. |
| 21 | 21. GitHub CLI - Suggest Terminal Command Syntax | gh copilot suggest 'find all pdf files modified in last 7 days' | Generates terminal shell command syntax. |
| 22 | 22. Workspace Specific Instructions Rulebook | .github/copilot-instructions.md | Provides repository-specific coding rules and conventions to Copilot. |
| 23 | 23. Content Exclusion Path Rules | https://github.com/settings/copilot -> Content Exclusions | Blocks Copilot from indexing sensitive files or paths. |
| 24 | 24. Public Code Matching Filter Toggle | https://github.com/settings/copilot -> Suggestions matching public code | Configures public code matching filter (Allow/Block). |
| 25 | 25. Enterprise Knowledge Base Indexing | https://github.com/organizations/{org}/settings/copilot | Enforces repository indexing across organization. |
| 26 | 26. Inspect Assigned Seat Billing API | gh api /orgs/{org}/copilot/billing/selected_users | Inspects assigned Copilot Enterprise user seats. |
| 27 | 27. Automated Pull Request Summary | GitHub PR -> Copilot -> Summary | Generates automated summary of PR code changes. |
| 28 | 28. Automated Pull Request Security Review | GitHub PR -> Copilot -> Review my PR | Scans PR for security flaws and performance bugs. |
| 29 | 29. Inspect Copilot RPC Connection Logs | VS Code Output Panel -> GitHub Copilot | Inspects extension RPC logs and server connection health. |
| 30 | 30. Copilot Extension Version Check | VS Code Extensions -> GitHub Copilot | Outputs installed Copilot extension version number. |
Cursor Coding
User Interface & End User Workflow Overview
Cursor IDE equips developers with Agent Composer (`Cmd + I`), Inline Edit (`Cmd + K`), Chat Panel (`Cmd + L`), and `@` context reference symbols. This reference matrix details the 30 best end-user shortcuts and editor features.
Primary End User Access: Cursor IDE, Agent Composer, and `.cursorrules` config.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Cursor.
| # | End User Action / Feature | UI Command / Shortcut Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Open Agent Composer Window | Command + I (Mac) or Ctrl + I (Win) | Opens Composer agent floating window for multi-file edits. |
| 2 | 2. Open Fullscreen Agent Composer View | Command + Shift + I (Mac) or Ctrl + Shift + I (Win) | Opens Composer agent in full editor workspace view. |
| 3 | 3. Inline Code Generation Prompt | Command + K (Mac) or Ctrl + K (Win) | Opens inline prompt box to edit or generate code in active file. |
| 4 | 4. Open Cursor AI Chat Panel | Command + L (Mac) or Ctrl + L (Win) | Opens Cursor AI Chat side panel. |
| 5 | 5. Accept Copilot++ Multi-Line Prediction | Tab | Accepts multi-line code prediction suggestion. |
| 6 | 6. Accept Next Word of Prediction | Command + Right | Accepts next word of prediction suggestion. |
| 7 | 7. Reference Specific File in Prompt Context | @filename.ts | Attaches specific file as context payload. |
| 8 | 8. Reference Entire Folder Directory Context | @folder/ | Attaches entire folder directory as context payload. |
| 9 | 9. Reference Entire Codebase Vector Index | @Codebase | Triggers vector search RAG across full indexed codebase. |
| 10 | 10. Reference Live Web Search Grounding | @Web | Triggers live web search grounding for query. |
| 11 | 11. Reference Framework Documentation Index | @Docs (e.g. @Next.js) | Attaches indexed framework documentation. |
| 12 | 12. Index Custom Documentation Website URL | Cursor Settings -> Features -> Docs -> Add new doc | Indexes external documentation website URL for RAG. |
| 13 | 13. Reference Recent Git Commit / Diff Context | @Git | Attaches recent git diff or commit history context. |
| 14 | 14. Reference Specific Code Function / Symbol | @symbol_name | Attaches specific function or class definition. |
| 15 | 15. Reference Terminal Error Log Output | @Terminal | Attaches recent terminal error log output. |
| 16 | 16. Execute Composer Auto-Apply Across Files | Composer Window -> Apply | Applies multi-file changes directly across workspace files. |
| 17 | 17. Reject Composer Generated Edits | Composer Window -> Reject | Reverts generated multi-file changes. |
| 18 | 18. Accept All Pending Multi-File Changes | Command + Shift + Y | Accepts all pending diff changes across workspace. |
| 19 | 19. Reject All Pending Multi-File Changes | Command + Shift + N | Rejects all pending diff changes across workspace. |
| 20 | 20. Configure Workspace Custom Rules | .cursorrules | Defines workspace-specific coding standards, stack preferences, and conventions. |
| 21 | 21. Select Active AI Model Engine | Cursor Settings -> Models -> Default Model | Configures default model (claude-3-5-sonnet, gpt-4o). |
| 22 | 22. Supply Personal OpenAI API Key (BYOK) | Cursor Settings -> Models -> OpenAI API Key | Supplies personal API key for BYOK model execution. |
| 23 | 23. Supply Personal Anthropic API Key (BYOK) | Cursor Settings -> Models -> Anthropic API Key | Supplies personal Anthropic API key. |
| 24 | 24. Inspect Codebase Vector Indexing Status | Cursor Settings -> Features -> Codebase Indexing | Monitors vector index status and file counts. |
| 25 | 25. Force Full Resync Codebase Vector Index | Cursor Settings -> Features -> Codebase Indexing -> Resync | Forces full re-indexing of workspace files. |
| 26 | 26. Toggle Cursor Prediction (Copilot++) | Cursor Settings -> Features -> Cursor Prediction | Enables or disables inline Copilot++ predictions. |
| 27 | 27. Terminal Auto-Fix Error Action | Terminal Panel -> Auto-Fix with AI | Analyzes failed command and runs suggested fix. |
| 28 | 28. Import VS Code Extensions & Keybindings | Cursor -> File -> Import VS Code Extensions | Syncs extensions and keybindings from native VS Code. |
| 29 | 29. Launch Cursor IDE from Terminal CLI | cursor . | Opens current directory inside Cursor IDE via CLI. |
| 30 | 30. Inspect Cursor Build Version | Cursor -> About Cursor | Outputs installed Cursor IDE build version and commit hash. |
Devin (Cognition AI) Coding
User Interface & End User Workflow Overview
Devin (Cognition AI) provides users with a web dashboard, sandboxed shell terminal, code editor, browser, and Slack integration. This reference matrix details the 30 best end-user actions, project controls, and workflow triggers.
Primary End User Access: Devin Web App (`devin.ai`), Slack Channel Mentions, and GitHub Issue Assignments.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Devin (Cognition AI).
| # | End User Action / Feature | UI Command / Interaction Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Submit High-Level Autonomous Engineering Task | https://devin.ai -> New Task: 'Build a REST API in Node.js for users' | Initiates autonomous engineering task. |
| 2 | 2. Clone GitHub Repository into Sandboxed VM | New Task -> Add Repo: 'org/my-repo' | Clones GitHub repo into Devin's sandboxed VM. |
| 3 | 3. Attach Product Requirement Doc (PDF/Spec) | New Task -> Upload File: 'spec.pdf' | Ingests product requirement document. |
| 4 | 4. Inspect Live Sandboxed Bash Shell Terminal | Devin UI -> Shell Terminal | Monitors live bash commands executed by Devin. |
| 5 | 5. Inspect Live Sandboxed Code Editor | Devin UI -> Code Editor | Monitors live file modifications made by Devin. |
| 6 | 6. Inspect Sandboxed Playwright Web Browser | Devin UI -> Browser View | Monitors Devin navigating web docs or testing web UI. |
| 7 | 7. Pause Running Autonomous Task Loop | Devin UI -> Pause | Pauses Devin's autonomous execution loop. |
| 8 | 8. Resume Autonomous Task Execution Loop | Devin UI -> Resume | Resumes Devin's autonomous execution loop. |
| 9 | 9. Intervene with Mid-Task User Guidance | Devin UI -> Chat: 'Use PostgreSQL instead of SQLite' | Intervenes to update constraints or guidance. |
| 10 | 10. Approve Sensitive Action Checkpoint | Devin UI -> Approve Action | Approves sensitive action (e.g. deployment or PR creation). |
| 11 | 11. Submit Completed Pull Request on GitHub | Devin UI -> Create PR | Devin submits complete PR to target GitHub repo. |
| 12 | 12. Trigger Autonomous Task via Slack Mention | @Devin 'Fix bug in issue #142' | Triggers Devin task directly from Slack channel. |
| 13 | 13. Trigger Autonomous Task via GitHub Issue Assignment | GitHub Issue -> Assign @Devin-AI | Triggers Devin task when assigned on GitHub. |
| 14 | 14. Sandboxed Environment Setup Script | .devin/setup.sh | Bash script configuring environment setup (npm install, pyenv, etc.). |
| 15 | 15. Project Specific System Instruction File | .devin/instructions.md | Provides project-specific guidelines and conventions to Devin. |
| 16 | 16. Store Encrypted Secrets in Devin Vault | Devin Settings -> Vault -> Add Secret | Provides encrypted API keys for Devin to use during testing. |
| 17 | 17. Export Full Execution Transcript Log | Devin UI -> Export Session Log | Downloads complete execution log and command history. |
| 18 | 18. Inspect ACU Agent Compute Unit Consumption | Devin UI -> Usage & Billing | Inspects ACU (Agent Compute Unit) consumption. |
| 19 | 19. Terminate Session & Kill Sandboxed VM | Devin UI -> Terminate Session | Kills sandboxed VM and aborts task execution. |
| 20 | 20. Inspect Automated Unit Test Output | Devin UI -> Test Output | Inspects test pass/fail results generated by Devin. |
| 21 | 21. Configure SAML Single Sign-On (SSO) | Devin Admin -> Security -> SAML SSO | Configures enterprise SAML SSO authentication. |
| 22 | 22. Restrict Outbound VM Traffic to Corporate IP | Devin Admin -> Security -> IP Allowlist | Restricts outbound VM traffic to corporate IPs. |
| 23 | 23. Scope GitHub App Repository Access | Devin Admin -> Integrations -> GitHub App | Controls repository read/write access scope. |
| 24 | 24. Trigger Autonomous Python 2 to 3 Migration | New Task: 'Migrate codebase from Python 2 to Python 3' | Initiates automated codebase migration. |
| 25 | 25. Trigger Major Dependency Version Upgrade | New Task: 'Upgrade React from v17 to v18 and fix breaking changes' | Initiates dependency version upgrade. |
| 26 | 26. Trigger Third-Party API Integration Task | New Task: 'Integrate Stripe Checkout API into /checkout route' | Initiates third-party API integration. |
| 27 | 27. Trigger Autonomous Memory Leak Profiling | New Task: 'Investigate memory leak in worker process' | Initiates autonomous debugging and profiling. |
| 28 | 28. Check Devin REST API Health Status | curl https://status.devin.ai/ | Queries HTTP REST status endpoint for service health. |
| 29 | 29. Check Devin Platform API Version | GET https://api.devin.ai/v1/version | Outputs Devin platform API version string. |
| 30 | 30. Inspect Step-by-Step Execution Plan | Devin UI -> Execution Plan | Inspects step-by-step reasoning plan generated by Devin. |
v0 (Vercel) Coding
User Interface & End User Workflow Overview
v0 (Vercel) provides web canvas generation (`v0.dev`), design wireframe uploads, Shadcn component imports, and one-click Vercel deployments. This reference matrix details the 30 best end-user UI commands, shortcuts, and Vercel workflows.
Primary End User Access: v0 Web Canvas (`v0.dev`), Visual Element Editor, and v0 CLI (`npx v0`).
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for v0 (Vercel).
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Generate SaaS Analytics Dashboard UI | https://v0.dev -> 'Create a modern SaaS analytics dashboard with dark theme' | Generates React component code. |
| 2 | 2. Generate Code from Uploaded Design Wireframe | v0 Prompt Box -> Attach Screenshot / Figma Wireframe | Generates React UI code matching uploaded image design. |
| 3 | 3. Modify Selected UI Canvas Element | v0 Canvas -> Click Element -> 'Change button color to primary blue' | Modifies specific UI element in component. |
| 4 | 4. Download Component Code via v0 CLI Tool | npx v0 add {component_id} | Downloads generated component code directly into local Next.js project. |
| 5 | 5. Deploy Component Live to Vercel Hosting | v0 Editor -> Deploy to Vercel | Deploys component as live hosted web page on Vercel. |
| 6 | 6. Install v0 CLI Tool Globally | npm install -g v0 | Installs v0 command-line tool globally. |
| 7 | 7. Toggle Code / Interactive Canvas Mode | v0 Editor -> Top Bar -> Toggle Code / Preview | Switches between interactive component rendering and React code. |
| 8 | 8. Copy TSX / Tailwind Code to Clipboard | v0 Editor -> Copy Code Button | Copies complete React / Tailwind TSX code to clipboard. |
| 9 | 9. Fork Existing Public Component | v0 Editor -> Fork Component | Duplicates existing public v0 component for custom editing. |
| 10 | 10. Export Component to CodeSandbox IDE | v0 Editor -> Open in CodeSandbox | Exports component to online interactive IDE. |
| 11 | 11. Select Tech Stack - Next.js App Router | v0 Settings -> Tech Stack -> Next.js App Router | Enforces Next.js App Router conventions. |
| 12 | 12. Select Tech Stack - Plain HTML / Tailwind | v0 Settings -> Tech Stack -> Plain HTML/Tailwind | Generates plain HTML and Tailwind CSS code without React. |
| 13 | 13. Import Shadcn UI Component Primitives | v0 Prompt Box -> Include @shadcn/ui components | Uses Shadcn UI component primitives (Button, Dialog, Card). |
| 14 | 14. Import Lucide React Icon Library | v0 Prompt Box -> Use @lucide-react icons | Imports Lucide React icons into component. |
| 15 | 15. Integrate Framer Motion Entry Animations | v0 Prompt Box -> Add entry animations using framer-motion | Integrates Framer Motion animations. |
| 16 | 16. Preview Mobile / Tablet / Desktop Viewports | v0 Canvas -> Mobile / Tablet / Desktop Viewport Icons | Previews UI rendering across device breakpoint sizes. |
| 17 | 17. Toggle Dark Mode vs Light Mode Rendering | v0 Canvas -> Toggle Theme Icon | Previews component in Dark Mode and Light Mode. |
| 18 | 18. Copy Public Shareable Project Link | v0 Editor -> Share -> Copy Public URL | Generates shareable public link for team feedback. |
| 19 | 19. Set Private Team Project Access | v0 Project Settings -> Privacy -> Private | Restricts project visibility to team members. |
| 20 | 20. Configure Brand Primary Color Tokens | v0 Settings -> Theme -> Primary Color / Border Radius | Customizes default Tailwind theme color tokens. |
| 21 | 21. Generate Multi-Section Landing Page UI | v0 Prompt Box -> 'Create landing page with hero, pricing, and FAQ' | Generates multi-section landing page component. |
| 22 | 22. Generate Multi-Step Checkout Form UI | v0 Prompt Box -> 'Create Multi-step checkout form with validation' | Generates form UI with React Hook Form structure. |
| 23 | 23. Generate Sortable Data Table UI | v0 Prompt Box -> 'Create sortable data table with pagination' | Generates TanStack Data Table UI component. |
| 24 | 24. Generate Responsive Mega Menu Navbar UI | v0 Prompt Box -> 'Create sticky navbar with dropdown mega menu' | Generates responsive navigation header UI. |
| 25 | 25. Generate Accessible Modal Dialog UI | v0 Prompt Box -> 'Create accessible modal dialog with trigger button' | Generates Shadcn Dialog component. |
| 26 | 26. Inspect v0 Generation Credit Balance | https://v0.dev/settings/billing | Inspects generation credit balance and subscription tier. |
| 27 | 27. Check Vercel CLI Installed Version | vercel --version | Outputs installed Vercel CLI tool version string. |
| 28 | 28. Authenticate Vercel User Account CLI | vercel whoami | Outputs authenticated Vercel user account. |
| 29 | 29. Link Local Directory to Vercel Project | vercel link | Connects local directory to Vercel deployment project. |
| 30 | 30. Check Vercel Service Health Status | curl https://www.vercel-status.com/ | Queries Vercel service health status page. |
Midjourney Creative
User Interface & End User Workflow Overview
Midjourney v6.1 offers Discord bot commands (`/imagine`) and the Midjourney Web Creation Canvas (`midjourney.com`). This reference matrix details the 30 best end-user prompt parameters, button actions, and web canvas controls.
Primary End User Access: Midjourney Discord Server, Midjourney Web Canvas (`midjourney.com`), and Mobile Web Browser.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Midjourney.
| # | End User Action / Feature | UI Command / Parameter Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Core Image Generation Prompt | /imagine prompt: hyperrealistic architectural render of modern villa, cinematic lighting --v 6.1 | Generates 4 candidate image grid variations. |
| 2 | 2. Set Widescreen Aspect Ratio 16:9 | /imagine prompt: ... --ar 16:9 | Configures widescreen 16:9 aspect ratio. |
| 3 | 3. Set Vertical Mobile Story Ratio 9:16 | /imagine prompt: ... --ar 9:16 | Configures vertical mobile story 9:16 aspect ratio. |
| 4 | 4. Set Square Aspect Ratio 1:1 | /imagine prompt: ... --ar 1:1 | Configures square 1:1 aspect ratio. |
| 5 | 5. Set Style Reference Transfer (sref) | /imagine prompt: ... --sref https://style.png | Transfers artistic style from reference image. |
| 6 | 6. Set Style Reference Weight (sw) | /imagine prompt: ... --sref https://style.png --sw 800 | Controls strength of style reference transfer (0 to 1000). |
| 7 | 7. Set Character Consistency Reference (cref) | /imagine prompt: ... --cref https://face.png | Preserves character facial features across renders. |
| 8 | 8. Set Character Reference Weight (cw) | /imagine prompt: ... --cref https://face.png --cw 100 | Controls character consistency weight (0 to 100). |
| 9 | 9. Set Raw Aesthetic Style Mode | /imagine prompt: ... --style raw | Reduces Midjourney default aesthetic bias for accurate prompt execution. |
| 10 | 10. Set Stylize Artistic Variance | /imagine prompt: ... --stylize 250 | Controls artistic strength (0 = strict, 1000 = high art). |
| 11 | 11. Set Chaos Grid Diversity Parameter | /imagine prompt: ... --chaos 50 | Controls grid variation diversity (0 to 100). |
| 12 | 12. Set Weirdness Parameter | /imagine prompt: ... --weird 500 | Introduces quirky, unusual aesthetic qualities (0 to 3000). |
| 13 | 13. Exclude Objects with Negative Prompt | /imagine prompt: ... --no cars, people, clouds | Excludes specific unwanted objects from image. |
| 14 | 14. Generate Seamless Repeating Texture Pattern | /imagine prompt: ... --tile | Generates seamless repeating pattern texture. |
| 15 | 15. Enforce Fixed Seed for Reproducibility | /imagine prompt: ... --seed 12345 | Enforces fixed random seed for reproducible results. |
| 16 | 16. Set Reference Image Weight (iw) | /imagine prompt: https://img.png a cat --iw 2.0 | Controls reference image influence weight (0.25 to 2.0). |
| 17 | 17. Upscale Grid Candidate to High Resolution | Click U1 / U2 / U3 / U4 | Upscales chosen image grid candidate to high resolution. |
| 18 | 18. Generate Candidate Variations | Click V1 / V2 / V3 / V4 | Generates 4 variations of chosen grid candidate. |
| 19 | 19. Subtle Inpainting Region Modification | Click Vary (Region) -> Paint Brush -> Update Prompt | Modifies masked region of selected image. |
| 20 | 20. Expand Camera Viewport (Zoom Out 2x) | Click Zoom Out 2x | Expands camera field of view keeping center image intact. |
| 21 | 21. Directional Canvas Panning (Pan Right) | Click Pan Right | Extends canvas in specified horizontal/vertical direction. |
| 22 | 22. Describe Image to Prompt Keyword Text | /describe (upload image file) | Generates 4 detailed text prompts describing uploaded image. |
| 23 | 23. Analyze & Shorten Prompt Syntax | /shorten prompt: long detailed prompt text... | Analyzes prompt keywords and suggests optimized shorter prompt. |
| 24 | 24. Blend Multiple Images Together | /blend (upload image1, image2) | Merges 2 to 5 images into a unified composite image. |
| 25 | 25. Switch GPU Processing to Fast Mode | /fast | Switches account GPU time to high-priority Fast mode. |
| 26 | 26. Switch GPU Processing to Relax Mode | /relax | Switches to unlimited background Relax generation mode. |
| 27 | 27. Inspect Active Account GPU Subscription | /info | Displays remaining Fast GPU time and active job count. |
| 28 | 28. Configure Default Generation Settings | /settings | Opens interactive settings panel to configure default model version. |
| 29 | 29. Double Quality Detail Allocation (--q 2) | /imagine prompt: ... --q 2 | Allocates double generation processing time for extra detail. |
| 30 | 30. Midjourney Alpha Web Canvas Access | https://www.midjourney.com/create | Accesses official Midjourney web creation canvas. |
DALL-E 3 (OpenAI) Creative
User Interface & End User Workflow Overview
DALL-E 3 (OpenAI) is accessible directly inside ChatGPT. Users can generate artwork, request 16:9 widescreen formats, render legible text, and use the Brush Inpainting tool to edit regions. This reference matrix details the 30 best end-user ChatGPT prompts and UI tools.
Primary End User Access: ChatGPT Web Application, ChatGPT Mobile App, and Custom GPTs.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for DALL-E 3 (OpenAI).
| # | End User Action / Feature | UI Command / Prompt Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Generate Artwork Prompt in ChatGPT | ChatGPT Prompt: 'Draw a futuristic neon city skyline at sunset' | Triggers DALL-E 3 rendering directly in ChatGPT chat. |
| 2 | 2. Set Widescreen 16:9 Format Request | ChatGPT Prompt: 'Draw a landscape photo in 16:9 widescreen ratio' | Forces 1792x1024 widescreen format. |
| 3 | 3. Set Vertical Mobile Story Format Request | ChatGPT Prompt: 'Draw a portrait poster in 9:16 vertical story format' | Forces 1024x1792 vertical story format. |
| 4 | 4. Render Exact Text Labels Inside Image | ChatGPT Prompt: 'Draw a coffee shop sign that says "COFFEE LAB" in bold letters' | Renders exact legible text inside generated image. |
| 5 | 5. Inpaint Selected Image Region in ChatGPT | ChatGPT Image View -> Select Brush Tool -> Highlight Area -> Prompt change | Modifies masked region of DALL-E 3 image in ChatGPT. |
| 6 | 6. Preserve Subject Across Sequential Turns | ChatGPT Prompt: 'Draw the same character from above, but now wearing a red coat' | Preserves subject context across sequential chat turns. |
| 7 | 7. Force Minimalist Flat Vector Graphic Style | ChatGPT Prompt: 'Draw a flat vector illustration of a developer, clean lines' | Forces flat vector graphic style. |
| 8 | 8. Force 3D Isometric Architectural Style | ChatGPT Prompt: 'Draw an isometric 3D render of a cloud datacenter' | Forces 3D isometric diagram style. |
| 9 | 9. Force Soft Watercolor Painting Style | ChatGPT Prompt: 'Draw a soft watercolor painting of a mountain lake at dawn' | Forces traditional watercolor painting style. |
| 10 | 10. Force Textured Oil Canvas Style | ChatGPT Prompt: 'Draw an impressionist oil painting of a rainy city street' | Forces textured oil canvas painting style. |
| 11 | 11. Download High-Resolution Image PNG | Image View -> Click Download Icon (Top Right) | Downloads full-resolution PNG image file. |
| 12 | 12. Inspect Prompt Generation Seed Info | Click Image -> Click Info ('i') Icon -> View Seed & Prompt | Inspects image generation metadata and seed ID in ChatGPT. |
| 13 | 13. Request Photorealistic Stock Photo Style | ChatGPT Prompt: 'Generate a photorealistic 35mm camera photo of...' | Enforces realistic camera photography style. |
| 14 | 14. Request Vintage 1980s Retro Film Style | ChatGPT Prompt: 'Generate a grainy 1980s VHS Polaroid photo of...' | Enforces retro film aesthetic. |
| 15 | 15. Request Product Studio Photography | ChatGPT Prompt: 'Generate studio product photo on clean white background with softbox lighting' | Enforces commercial product photo studio layout. |
| 16 | 16. Request Anime / Manga Illustration Style | ChatGPT Prompt: 'Generate a high-detail Japanese anime concept art scene of...' | Enforces anime visual style. |
| 17 | 17. Request Pixel Art Retro Game Style | ChatGPT Prompt: 'Generate a 16-bit pixel art game background of...' | Enforces retro 16-bit pixel art style. |
| 18 | 18. Request Charcoal Sketch Drawing Style | ChatGPT Prompt: 'Generate a detailed black-and-white charcoal pencil sketch of...' | Enforces charcoal sketch drawing style. |
| 19 | 19. Request Cyberpunk Neon Lighting Style | ChatGPT Prompt: 'Generate a cyberpunk city street with teal and magenta neon reflections' | Enforces cyberpunk neon lighting style. |
| 20 | 20. Request Minimalist Logo Icon Design | ChatGPT Prompt: 'Generate a simple minimalist vector logo icon of a lion head' | Generates clean vector logo icon. |
| 21 | 21. Copy Image to Clipboard | Right Click Image -> Copy Image | Copies image directly to system clipboard. |
| 22 | 22. Share Chat Containing Generated Image | Top Right -> Share Chat -> Copy Public Link | Generates public link to share chat with images. |
| 23 | 23. Enable DALL-E 3 Capability in Custom GPT | Custom GPT Editor -> Capabilities -> Check DALL-E Image Generation | Enables DALL-E 3 image generation for custom GPT. |
| 24 | 24. Request Infographic Layout Design | ChatGPT Prompt: 'Draw a visual infographic illustrating solar energy steps' | Generates visual infographic diagram layout. |
| 25 | 25. Request Sticker / Emote Transparent Style | ChatGPT Prompt: 'Draw a cute cartoon cat sticker on plain white background' | Generates die-cut sticker illustration. |
| 26 | 26. Modify Lighting in Follow-up Prompt | ChatGPT Prompt: 'Change the lighting in the previous image to golden hour sunset' | Modifies lighting conditions of existing image. |
| 27 | 27. Change Background Environment | ChatGPT Prompt: 'Keep the main character but change background to a snowy mountain' | Swaps background environment. |
| 28 | 28. Generate Multi-Panel Comic Strip | ChatGPT Prompt: 'Draw a 4-panel comic strip showing a developer fixing a bug' | Generates multi-panel comic layout. |
| 29 | 29. Zoom Out Camera Viewport Prompt | ChatGPT Prompt: 'Zoom out the camera view to show the entire city around the building' | Expands camera framing. |
| 30 | 30. Delete Generated Image from Chat | Hover Image Message -> Click Trash Delete Icon | Removes generated image from conversation history. |
Flux (Black Forest Labs) Creative
User Interface & End User Workflow Overview
Flux.1 (Black Forest Labs) provides artists with web generation playgrounds on Fal.ai, Replicate, and local ComfyUI node workflows. This reference matrix details the 30 best end-user UI commands, prompt flags, and ComfyUI workflow controls.
Primary End User Access: Fal.ai Web Playground, Replicate Web Interface, and ComfyUI Local GUI.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Flux (Black Forest Labs).
| # | End User Action / Feature | UI Command / Playground Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Generate Image on Fal.ai Web Playground | https://fal.ai/models/fal-ai/flux/dev -> Type Prompt -> Click Generate | Generates high-fidelity image on Fal.ai web playground. |
| 2 | 2. Generate Image on Replicate Web Interface | https://replicate.com/black-forest-labs/flux-dev -> Enter Prompt -> Run | Generates high-detail image on Replicate web interface. |
| 3 | 3. Load Flux Checkpoint in ComfyUI Local GUI | ComfyUI GUI -> Load Checkpoint -> Select 'flux1-dev.safetensors' | Loads 12B Flux safetensors model into ComfyUI. |
| 4 | 4. Render Flawless Neon Sign Text Label | Prompt: 'A neon sign on a brick wall glowing with text "OPEN 24 HOURS"' | Renders exact text inside Flux generated image. |
| 5 | 5. Render Accurate 5-Finger Human Hands | Prompt: 'Close up photograph of human hands holding a golden key' | Renders flawless 5-finger human hands. |
| 6 | 6. Select Widescreen 16:9 Image Output Size | Fal.ai Playground -> Image Size -> Select 'Landscape 16:9' | Configures widescreen 16:9 aspect ratio. |
| 7 | 7. Select Mobile Vertical 9:16 Image Size | Fal.ai Playground -> Image Size -> Select 'Portrait 9:16' | Configures vertical mobile story 9:16 ratio. |
| 8 | 8. Adjust Inference Steps Slider (4 vs 28) | Playground -> Inference Steps -> Drag Slider (4 for Schnell, 28 for Dev) | Adjusts generation step count and detail level. |
| 9 | 9. Adjust Guidance Scale Slider | Playground -> Guidance Scale -> Drag Slider (Default 3.5) | Controls prompt adherence guidance scale. |
| 10 | 10. Enforce Fixed Random Seed Number | Playground -> Seed -> Type '42' (or Uncheck Random) | Enforces fixed random seed for reproducible renders. |
| 11 | 11. Load Custom Concept LoRA Weights in ComfyUI | ComfyUI -> Load LoRA -> Select 'flux_realism_lora.safetensors' | Applies custom concept LoRA weights in ComfyUI. |
| 12 | 12. Run Fast Flux.1 Schnell Engine | Model Selector -> Select 'FLUX.1 [schnell]' | Switches to fast 4-step open-weights Schnell model. |
| 13 | 13. Run High-Detail Flux.1 Dev Engine | Model Selector -> Select 'FLUX.1 [dev]' | Switches to high-detail 28-step Dev model. |
| 14 | 14. Inpaint Masked Image Area on Fal.ai | Fal.ai -> Flux Inpainting -> Mask Area -> Type Replacement Prompt | Inpaints masked region of image. |
| 15 | 15. Apply 3D Spatial Depth Map ControlNet | Fal.ai -> Flux ControlNet -> Select 'Depth' -> Upload Depth Image | Controls 3D spatial layout using depth map. |
| 16 | 16. Apply Edge Canny Line Art ControlNet | Fal.ai -> Flux ControlNet -> Select 'Canny' -> Upload Line Art | Controls edge lines using Canny detector. |
| 17 | 17. Train Custom Concept LoRA on Fal.ai Playground | Fal.ai -> Flux LoRA Trainer -> Upload 10 Training Photos -> Train | Trains custom concept LoRA on 10 training photos. |
| 18 | 18. Download High-Resolution PNG Image | Playground -> Click 'Download PNG' Button | Downloads full-resolution PNG image file. |
| 19 | 19. Copy Generated Image to Clipboard | Playground -> Right Click Image -> Copy Image | Copies generated image directly to clipboard. |
| 20 | 20. Inspect Generation Time & Latency Metrics | Playground Footer -> View Generation Time (e.g. 2.4s) | Displays generation latency and GPU execution time. |
| 21 | 21. Run 4-Bit GGUF Quantized Flux in ComfyUI | ComfyUI -> Load GGUF -> flux1-dev-Q4_K_M.gguf | Runs 4-bit quantized Flux model on consumer GPUs. |
| 22 | 22. Drag-and-Drop Workflow JSON into ComfyUI | Drag `.json` workflow file directly onto ComfyUI web canvas | Loads complete nodes workflow configuration in ComfyUI. |
| 23 | 23. Save ComfyUI Workflow Graph as JSON File | ComfyUI Menu -> Save Workflow -> Export JSON | Exports active ComfyUI node graph as JSON file. |
| 24 | 24. Inspect Replicate Account API Credit Balance | https://replicate.com/account/billing | Inspects API credit usage on Replicate. |
| 25 | 25. Inspect Fal.ai Account API Credit Balance | https://fal.ai/dashboard/billing | Inspects API credit usage on Fal.ai. |
| 26 | 26. Toggle Safety Checker Filter on Replicate | Replicate Input -> Disable Safety Checker -> True/False | Configures content safety filtering toggle. |
| 27 | 27. Generate Photorealistic Close-up Portrait | Prompt: 'A photorealistic 8k portrait of an elderly man, natural lighting' | Generates high-detail human portraiture. |
| 28 | 28. Generate Studio Commercial Product Shot | Prompt: 'Studio product shot of a luxury perfume bottle on marble pedestal' | Generates commercial product photography. |
| 29 | 29. Download Raw Safetensors Weights File | HuggingFace -> black-forest-labs/FLUX.1-dev -> Download safetensors | Downloads raw model weights from HuggingFace. |
| 30 | 30. Check Black Forest Labs Service Status | curl https://status.fal.ai/ | Queries HTTP API endpoint for platform status. |
Runway Gen-3 Creative
User Interface & End User Workflow Overview
Runway Gen-3 Alpha provides filmmakers with Web Studio tools (`app.runwayml.com`), Motion Brush camera controls, Lip Sync, and green screen background removal. This reference matrix details the 30 best end-user UI studio commands and video editing workflows.
Primary End User Access: Runway Web Studio (`app.runwayml.com`), Director Mode, and Mobile Web App.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Runway Gen-3.
| # | End User Action / Feature | UI Command / Studio Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Submit Text-to-Video Prompt in Studio | Runway Studio -> Gen-3 Alpha -> Type 'Drone shot flying through canyon at sunset' | Generates 5s/10s video clip from text prompt. |
| 2 | 2. Animate Static Starting Image (Image-to-Video) | Studio -> Upload Starting Image -> Type Motion Prompt -> Generate | Animates static starting image. |
| 3 | 3. Select Video Clip Duration (5s vs 10s) | Studio Control Bar -> Duration -> Select '5s' or '10s' | Configures video clip duration. |
| 4 | 4. Select Widescreen 16:9 Video Aspect Ratio | Studio Control Bar -> Ratio -> Select '16:9' | Configures widescreen 16:9 video format. |
| 5 | 5. Select Vertical 9:16 Story Video Format | Studio Control Bar -> Ratio -> Select '9:16' | Configures vertical 9:16 story video format. |
| 6 | 6. Apply Motion Brush Directional Paint Mask | Studio -> Motion Brush -> Paint Image Region -> Drag Directional Sliders | Applies localized motion to specific image area. |
| 7 | 7. Apply Smooth Forward Camera Zoom In | Studio -> Camera Control -> Zoom -> Drag Slider (+2.0) | Applies smooth forward camera zoom movement. |
| 8 | 8. Apply Horizontal Camera Pan Right | Studio -> Camera Control -> Pan -> Drag Slider (+3.0) | Applies smooth horizontal camera panning. |
| 9 | 9. Apply Vertical Camera Tilt Up | Studio -> Camera Control -> Tilt -> Drag Slider (+1.5) | Applies vertical camera tilting movement. |
| 10 | 10. Apply Rotational Camera Roll Movement | Studio -> Camera Control -> Roll -> Drag Slider (+1.0) | Applies rotational camera roll movement. |
| 11 | 11. First & Last Frame Keyframe Transition | Studio -> Keyframes -> Upload First Frame + Upload Tail Frame | Generates video transitioning between starting and ending frames. |
| 12 | 12. Video-to-Video Visual Style Transfer | Studio -> Video-to-Video -> Upload Video -> Prompt: 'Anime style' | Transforms visual style of source video. |
| 13 | 13. Extend Video Clip Duration (+5s) | Studio Timeline -> Click 'Extend Video' -> Add 5s | Extends generated video clip length seamlessly. |
| 14 | 14. Enhance Video Resolution to 4K | Studio Timeline -> Click 'Upscale' -> Select 4K | Enhances generated video to 4K resolution. |
| 15 | 15. Synchronize Character Lip Movement to Audio | Studio -> Lip Sync -> Upload Character Image + Upload Audio MP3 | Synchronizes character mouth movement to audio track. |
| 16 | 16. Automatic Green Screen Background Removal | Studio -> Green Screen -> Select Subject -> Remove Background | Removes video background with automatic rotoscoping. |
| 17 | 17. Inpaint & Erase Objects Across Video Frames | Studio -> Inpaint -> Mask Object -> Type Replacement Prompt | Erases or replaces objects across all video frames. |
| 18 | 18. Export Timeline Sequence as Final Cut XML | Studio Timeline -> Export -> Final Cut XML / EDL | Exports video timeline sequence for NLE editing. |
| 19 | 19. Save Custom Visual Style Preset Asset | Studio -> Custom Assets -> Save Current Style Preset | Saves visual style preset for team reuse. |
| 20 | 20. Download Rendered MP4 Video File | Studio Timeline -> Click Download MP4 Icon | Downloads generated MP4 video file. |
| 21 | 21. Inspect Video Generation Task Progress | Studio Bottom Bar -> Progress Percentage (e.g. 65%) | Monitors real-time video rendering progress. |
| 22 | 22. Enforce Fixed Seed for Motion Reproducibility | Studio Advanced Settings -> Seed -> Type '98765' | Enforces fixed random seed for reproducible motion. |
| 23 | 23. Create New Project Workspace Folder | Runway Dashboard -> Projects -> New Project | Organizes video assets into project folders. |
| 24 | 24. Share Project Link with Team Collaborators | Studio Header -> Share -> Add Member Email | Grants team access to video project workspace. |
| 25 | 25. Inspect Account Credit Balance | Runway Dashboard -> Settings -> Usage & Billing | Inspects account credit usage. |
| 26 | 26. Delete Video Clip Asset from Project | Studio Assets -> Hover Video -> Click Trash Delete Icon | Removes video clip asset from project. |
| 27 | 27. Toggle Watermark Display Settings | Studio Settings -> Toggle Export Watermark | Enables or disables watermark on video export. |
| 28 | 28. Re-Generate Video Motion Variant | Studio Timeline -> Click 'Re-generate' Button | Generates alternative motion variant of prompt. |
| 29 | 29. View Keyboard Shortcuts Reference Modal | Press Shift + ? on Web Studio Canvas | Displays modal list of video editor keyboard shortcuts. |
| 30 | 30. Check Runway Service Status Page | curl https://status.runwayml.com/ | Queries HTTP status endpoint for Runway platform health. |
Kling AI Creative
User Interface & End User Workflow Overview
Kling AI (Kuaishou) provides video creators with a web studio (`klingai.com`), Motion Brush vector controls, 3D Camera Director mode, and Kolors Virtual Try-On. This reference matrix details the 30 best end-user UI commands and video controls.
Primary End User Access: Kling AI Web Platform (`klingai.com`) and Mobile Web Interface.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Kling AI.
| # | End User Action / Feature | UI Command / Web Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Text-to-Video Prompt Request in Web UI | Kling Web UI -> Text-to-Video -> 'A dragon flying over snow mountains, 1080p' | Generates video clip from text prompt. |
| 2 | 2. Animate Input Image (Image-to-Video) | Kling Web UI -> Image-to-Video -> Upload Photo -> 'Animate hair blowing' | Animates static input photo. |
| 3 | 3. Select Video Duration Mode (5s vs 10s) | Web UI -> Duration -> Select '5s' or '10s' | Configures video clip duration. |
| 4 | 4. Select High Quality Photorealism Mode | Web UI -> Mode -> Select 'High Quality' | Enables High Quality mode for maximum photorealism. |
| 5 | 5. Select Standard Fast Generation Mode | Web UI -> Mode -> Select 'Standard' | Enables Standard fast generation mode. |
| 6 | 6. Select Widescreen 16:9 Video Aspect Ratio | Web UI -> Aspect Ratio -> Select '16:9' | Configures 16:9 landscape format. |
| 7 | 7. Select Vertical 9:16 Story Video Format | Web UI -> Aspect Ratio -> Select '9:16' | Configures 9:16 vertical story format. |
| 8 | 8. Select Square 1:1 Aspect Ratio | Web UI -> Aspect Ratio -> Select '1:1' | Configures 1:1 square video format. |
| 9 | 9. Apply Motion Brush Vector Painting | Web UI -> Motion Brush -> Paint Region -> Drag Direction Arrow Vector | Applies directional motion vectors to static image. |
| 10 | 10. Configure 3D Camera Trajectory (Pan/Tilt) | Web UI -> Camera Control -> Custom 3D Axis -> Adjust Pan/Tilt/Zoom | Configures 3D camera trajectory. |
| 11 | 11. Exclude Visual Flaws with Negative Prompt | Web UI -> Advanced -> Negative Prompt: 'blur, distortion, bad hands' | Excludes visual flaws. |
| 12 | 12. Adjust Prompt Adherence CFG Scale Slider | Web UI -> Advanced -> CFG Scale -> Drag Slider (Default 0.5) | Controls prompt adherence strength. |
| 13 | 13. Extend Video Clip Length (+5s) | Web UI History -> Select Video -> Click 'Extend' (+5s) | Extends existing video clip seamlessly. |
| 14 | 14. Synchronize Character Lip Movement to Audio | Web UI -> Lip Sync -> Upload Video + Upload Audio MP3 | Synchronizes character lip movement to audio track. |
| 15 | 15. Kolors Virtual Try-On Fashion Tool | Web UI -> Virtual Try-On -> Upload Model Photo + Upload Garment Photo | Applies clothing item to human model image. |
| 16 | 16. Download Generated 1080p MP4 Video | Video Player -> Click Download HD MP4 Icon | Downloads generated 1080p MP4 file. |
| 17 | 17. Enforce Fixed Seed for Motion Reproducibility | Web UI -> Advanced -> Seed -> Type '12345678' | Enforces fixed random seed. |
| 18 | 18. Inspect Task Execution Status in History Panel | Web UI -> History -> View Task Status (Processing / Success) | Inspects video generation progress. |
| 19 | 19. Abort Pending Queued Video Generation Task | Web UI -> History -> Select Queued Task -> Click Cancel | Cancels pending queued generation task. |
| 20 | 20. Paginate Through Historical Generated Videos | Web UI -> History -> Scroll / Page 1, 2, 3 | Paginates through recent generated videos. |
| 21 | 21. Inspect Remaining Account Generation Credits | Web UI Top Bar -> View Credit Balance | Inspects account credit balance. |
| 22 | 22. Share Generated Video Link Publicly | Video Player -> Click Share -> Copy Public URL | Generates public link for video clip. |
| 23 | 23. Generate Image via Kolors Engine | Web UI -> Image Generator -> Type Prompt -> Select Kolors | Generates high-resolution images via Kolors engine. |
| 24 | 24. Re-Generate Video with Same Parameters | Video Player -> Click 'Re-generate' Button | Generates alternative motion attempt. |
| 25 | 25. Delete Video Asset from Account History | Web UI History -> Hover Video -> Click Trash Delete Icon | Removes video asset from history. |
| 26 | 26. Toggle Sound Generation Status | Web UI -> Audio -> Enable Auto Sound Effects | Toggles auto-generated audio effects. |
| 27 | 27. Switch Language Interface (English vs Chinese) | Top Right Header -> Language -> Select English / Chinese | Switches UI display language. |
| 28 | 28. Upgrade Account Subscription Tier | Top Right Header -> Upgrade -> Select Pro / Premier Plan | Upgrades account subscription tier. |
| 29 | 29. View Platform Community Showcase | Kling Web UI -> Explore Showcase -> Inspect Prompts | Browses public video showcase and prompts. |
| 30 | 30. Check Kling Platform Health Endpoint | curl https://klingai.com/api/health | Queries HTTP REST status endpoint. |
HeyGen Creative
User Interface & End User Workflow Overview
HeyGen equips creators with a web studio (`app.heygen.com`), Instant Avatar creator, Video Translator, and Streaming Avatar widget. This reference matrix details the 30 best end-user UI commands, avatar controls, and video translation actions.
Primary End User Access: HeyGen Web Studio (`app.heygen.com`), Video Translator, and Interactive Streaming Avatar Widget.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for HeyGen.
| # | End User Action / Feature | UI Command / Studio Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Create Avatar Video from Script in Web Studio | https://app.heygen.com -> Create Video -> Select Avatar -> Type Script -> Generate | Generates MP4 avatar video from text script. |
| 2 | 2. Animate Photo into Talking Photo Avatar | Studio -> Characters -> Talking Photo -> Upload Photo -> Type Script | Animates static portrait photo into talking video. |
| 3 | 3. Translate Video with Cloned Voice & Lip Sync | HeyGen -> Video Translator -> Upload Video -> Select Language 'Spanish' | Translates video with cloned voice and lip sync. |
| 4 | 4. Create Custom Instant Avatar from 2m Video | Studio -> Avatars -> Create Instant Avatar -> Upload 2m Footage | Provisions custom instant avatar from 2-minute video clip. |
| 5 | 5. Browse Public Studio Avatar Catalog | Studio -> Avatars -> Browse Public Library (100+ Avatars) | Browses all public and enterprise avatars. |
| 6 | 6. Select Voice & Adjust Pitch / Speed Sliders | Studio -> Voice Selector -> Select Voice -> Drag Speed (1.1x) & Pitch Sliders | Adjusts voice playback speed and pitch. |
| 7 | 7. Configure 1080p Widescreen Video Layout | Studio -> Canvas -> Ratio -> Select '16:9 Widescreen (1920x1080)' | Configures 1080p widescreen video layout. |
| 8 | 8. Configure 1080p Vertical Story Video Layout | Studio -> Canvas -> Ratio -> Select '9:16 Portrait (1080x1920)' | Configures 1080p vertical story video layout. |
| 9 | 9. Position & Scale Avatar Frame Placement | Studio Canvas -> Click Avatar -> Drag Boundary Box / Offset X-Y | Adjusts avatar placement on canvas. |
| 10 | 10. Set Custom Image / Video Background | Studio -> Background -> Upload Custom Image or Video | Sets custom image/video background behind avatar. |
| 11 | 11. Enable Open Captions / Subtitles on Video | Studio -> Captions -> Toggle 'Auto-generate Captions' | Automatically renders open captions on generated video. |
| 12 | 12. Launch Interactive Streaming Avatar Preview | HeyGen -> Interactive Avatar -> Select Avatar -> Click 'Start Session' | Launches real-time WebRTC interactive streaming avatar. |
| 13 | 13. Speak to Interactive Streaming Avatar Hands-Free | Interactive Session -> Click Microphone -> Speak Query | Streams real-time speech and lip movements from avatar. |
| 14 | 14. Clone Personal Voice from Audio Sample | Studio -> Voices -> Create Clone -> Upload 1m Audio File | Clones user's voice from audio samples. |
| 15 | 15. Download Rendered MP4 Video File | Video Projects -> Select Video -> Click 'Download 1080p MP4' | Downloads rendered MP4 video file. |
| 16 | 16. Inspect Video Rendering Progress Percentage | Video Projects -> View Status Bar (e.g. 'Processing 75%') | Inspects status (processing, completed, failed). |
| 17 | 17. Share Public Video Link with Team | Video View -> Share -> Copy Public Share Link | Generates public link for video clip. |
| 18 | 18. Create Multi-Scene Video Timeline Sequence | Studio -> Timeline -> Click '+ Add Scene' -> Select New Avatar | Creates multi-scene video sequence with multiple avatars. |
| 19 | 19. Add Background Music Audio Track | Studio -> Music -> Select Stock Track or Upload MP3 | Adds background music track behind avatar speech. |
| 20 | 20. Export Video Transcripts Text File | Video View -> Export -> Download Transcript (.txt) | Downloads video transcript text file. |
| 21 | 21. Inspect Remaining Account API / Video Credits | HeyGen Header -> Click Profile -> View Remaining Credits | Inspects remaining API video generation credits. |
| 22 | 22. Paginate Through Account Video History | HeyGen -> Projects -> Scroll Video Library | Paginates through generated video history. |
| 23 | 23. Delete Video Project from Account Library | Projects -> Hover Video -> Click Options -> Delete | Deletes generated video artifact from server. |
| 24 | 24. Create Brand Kit (Logo, Colors, Fonts) | HeyGen -> Brand Kit -> Upload Logo & Set Primary Colors | Saves brand assets for team video consistency. |
| 25 | 25. Embed WebRTC Streaming Avatar in Web Page | Interactive Avatar -> Embed -> Copy JS Widget Code | Generates embed code for website chatbot integration. |
| 26 | 26. Select Multi-Language Voice Translation Target | Video Translator -> Target Language -> Select French / German / Japanese | Selects target translation language. |
| 27 | 27. Re-Draft Video Script with AI Assistant | Studio Script Box -> Click AI Writer -> 'Make more engaging' | Re-drafts script using built-in AI writer. |
| 28 | 28. Invite Team Workspace Members | Settings -> Team -> Invite Members -> Set Permissions | Grants team access to shared video workspace. |
| 29 | 29. View Keyboard Shortcuts Reference Modal | Press Shift + ? on Studio Canvas | Displays modal list of video editor keyboard shortcuts. |
| 30 | 30. Check HeyGen Platform Health Status | curl https://status.heygen.com/ | Queries HTTP REST endpoint for platform operational status. |
ElevenLabs Creative
User Interface & End User Workflow Overview
ElevenLabs offers voice creators a web platform (`elevenlabs.io`), Voice Lab cloning, AI Dubbing Studio, and Sound Effects generator. This reference matrix details the 30 best end-user UI commands, voice tuning sliders, and audio generation tools.
Primary End User Access: ElevenLabs Web Platform (`elevenlabs.io`), Voice Lab, and Reader App.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for ElevenLabs.
| # | End User Action / Feature | UI Command / Studio Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Synthesize Text-to-Speech Audio in Web UI | https://elevenlabs.io -> Speech -> Type Text -> Select Voice -> Generate | Synthesizes lifelike speech audio file. |
| 2 | 2. Select Voice Model (Multilingual v2 vs Turbo v2.5) | Speech View -> Model Dropdown -> Select 'Eleven Multilingual v2' | Switches active speech generation model. |
| 3 | 3. Adjust Voice Stability Slider | Speech View -> Voice Settings -> Stability -> Drag Slider (0% to 100%) | Controls voice stability and monotone vs dynamic delivery. |
| 4 | 4. Adjust Similarity Boost Slider | Speech View -> Voice Settings -> Clarity + Similarity -> Drag Slider | Controls fidelity matching to original voice clone sample. |
| 5 | 5. Adjust Style Exaggeration Slider | Speech View -> Voice Settings -> Style Exaggeration -> Drag Slider | Controls emotional style amplification. |
| 6 | 6. Create Instant Voice Clone (IVC) in Voice Lab | Voice Lab -> Add Voice -> Instant Voice Clone -> Upload 1m Audio | Clones voice instantly from 1-minute audio sample. |
| 7 | 7. Create Professional Voice Clone (PVC) Profile | Voice Lab -> Add Voice -> Professional Voice Clone -> Upload 30m Audio | Provisions high-fidelity Professional Voice Clone from 30m audio. |
| 8 | 8. Generate Custom Sound Effect (SFX) | ElevenLabs -> Sound Effects -> Type 'Cinematic laser blast' -> Generate | Synthesizes custom SFX audio clip. |
| 9 | 9. Dub Video File in AI Dubbing Studio | ElevenLabs -> Dubbing -> Upload Video MP4 -> Select Target Language 'Spanish' | Dubs video into target language preserving original voices. |
| 10 | 10. Download Localized Dubbed Video Track | Dubbing Studio -> Select Language Track -> Click Download MP4 | Downloads localized audio/video file. |
| 11 | 11. Clean Audio with Voice Isolator Tool | ElevenLabs -> Voice Isolator -> Upload Noisy MP3 -> Process | Erases background noise leaving clean speech. |
| 12 | 12. Search Community Shared Voice Library | ElevenLabs -> Voice Library -> Search Category / Gender / Accent | Searches community voice library. |
| 13 | 13. Bookmark Community Voice to Personal Lab | Voice Library -> Select Voice -> Click 'Add to Voice Lab' | Bookmarks community voice into user library. |
| 14 | 14. Create Long-Form Projects Audiobook | ElevenLabs -> Projects -> Create Project -> Upload Book Chapter PDF | Provisions long-form audiobook generation project. |
| 15 | 15. Generate Full Chapter Audio in Projects Studio | Projects Studio -> Select Chapter -> Click 'Convert Chapter' | Synthesizes entire long-form book chapter. |
| 16 | 16. Download Generated Audio File (MP3) | History -> Select Audio Item -> Click Download MP3 | Downloads generated MP3 audio file. |
| 17 | 17. Stream Generated Audio Live in Web UI | Speech View -> Click Play Button -> Audio Streams Instantly | Streams audio playback in real time. |
| 18 | 18. Inspect Character Usage Quota & Reset Date | Header -> Click Profile -> Subscription -> View Character Usage | Inspects character usage counts, limits, and reset dates. |
| 19 | 19. Paginate Through Generated Audio History | ElevenLabs -> History -> Scroll Audio Generation List | Lists all previously synthesized audio generation tasks. |
| 20 | 20. Delete Audio Generation Item from History | History -> Hover Item -> Click Trash Delete Icon | Deletes historical audio artifact. |
| 21 | 21. Provision Interactive Conversational AI Agent | ElevenLabs -> Conversational AI -> Create Agent -> Test in Web | Provisions autonomous conversational voice AI agent. |
| 22 | 22. Test Conversational Voice Agent in Web Browser | Conversational AI -> Select Agent -> Click 'Test Agent' -> Speak | Executes real-time voice chat with AI agent. |
| 23 | 23. Edit Custom Voice Profile Labels & Tags | Voice Lab -> Select Voice -> Edit -> Add Tags (e.g. 'Narration') | Edits voice tags and metadata labels. |
| 24 | 24. Delete Custom Voice Profile from Voice Lab | Voice Lab -> Select Voice -> Click 'Delete Voice' | Purges custom cloned voice from Voice Lab. |
| 25 | 25. Export Audio in PCM / WAV Uncompressed Format | Speech View -> Format -> Select 'PCM 44.1kHz / WAV' | Configures uncompressed high-fidelity audio format. |
| 26 | 26. Adjust Speaker Boost Compression Setting | Voice Settings -> Toggle 'Speaker Boost' | Enhances voice presence and clarity. |
| 27 | 27. Share Custom Cloned Voice to Public Library | Voice Lab -> Select Voice -> Click 'Share to Library' | Publishes custom voice to public community library. |
| 28 | 28. Install ElevenLabs Mobile Reader App | iOS / Android App Store -> Download 'ElevenLabs Reader' | Installs mobile app to listen to articles and PDFs. |
| 29 | 29. View Keyboard Shortcuts Reference Modal | Press Shift + ? on Web App Canvas | Displays modal list of web UI keyboard shortcuts. |
| 30 | 30. Check ElevenLabs Service Status Page | curl https://status.elevenlabs.io/api/v2/status.json | Queries HTTP REST endpoint for platform operational status. |
Suno AI Creative
User Interface & End User Workflow Overview
Suno AI (v3.5 / v4) provides music creators with a web studio (`suno.com`), custom lyric editor, song extender, and stem separator. This reference matrix details the 30 best end-user UI commands, meta tags, and music production actions.
Primary End User Access: Suno Web Platform (`suno.com`), Mobile App, and Stem Separator.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Suno AI.
| # | End User Action / Feature | UI Command / Studio Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Generate Song from Simple Prompt in Web UI | https://suno.com -> Create -> Simple Mode -> Type 'Upbeat 80s synthwave' -> Create | Generates 2 song options from simple prompt. |
| 2 | 2. Generate Song from Custom Lyrics (Custom Mode) | Suno Studio -> Toggle 'Custom Mode' -> Paste Lyrics + Enter Style Tags + Title -> Create | Generates song from explicit lyrics and tags. |
| 3 | 3. Generate Instrumental Beat Track Without Vocals | Suno Studio -> Toggle 'Instrumental' Button -> Create | Generates instrumental music without vocals. |
| 4 | 4. Extend Song Track Duration (+60s) | Song Options -> Click 'Extend' -> Select Timestamp -> Type New Lyrics -> Create | Extends song from 2:00 timestamp onwards. |
| 5 | 5. Separate Vocals vs Instrumental STEM Files | Song Options -> Click 'Get Stems' | Separates generated song into isolated vocal and music STEM files. |
| 6 | 6. Download Generated Song Audio MP3 File | Song Options -> Download -> Download Audio (MP3) | Downloads generated MP3 audio file. |
| 7 | 7. Download MP4 Video Clip with Animated Waveform | Song Options -> Download -> Download Video (MP4) | Downloads MP4 video with animated visualizer. |
| 8 | 8. Auto-Generate Lyrics Text from Theme Prompt | Suno Studio -> Custom Mode -> Click 'Generate Lyrics' -> Type Theme | Generates structured verse/chorus lyrics text. |
| 9 | 9. Apply Synthwave Retro Style Tags | Style Tags: 'synthwave, electronic, analog synth, 120bpm, retro' | Applies genre, tempo, and instrument tags. |
| 10 | 10. Apply Orchestral Film Score Tags | Style Tags: 'cinematic, orchestral, epic, Hans Zimmer style, brass' | Applies film score tags. |
| 11 | 11. Apply Hard Rock Band Style Tags | Style Tags: 'hard rock, electric guitar solo, driving drums, male vocals' | Applies rock band style tags. |
| 12 | 12. Apply Smooth Jazz Ensemble Style Tags | Style Tags: 'smooth jazz, saxophone, acoustic bass, relaxing piano' | Applies jazz ensemble style tags. |
| 13 | 13. Apply Catchy Pop Dance Style Tags | Style Tags: 'catchy pop, dance, bright synthesisers, female vocals' | Applies pop music style tags. |
| 14 | 14. Add [Verse] Meta Tag to Lyric Sheet | Lyrics Box -> Type '[Verse 1]' / '[Verse 2]' | Instructs Suno lyric parser to render verse structure. |
| 15 | 15. Add [Chorus] Meta Tag to Lyric Sheet | Lyrics Box -> Type '[Chorus]' / '[Hook]' | Instructs Suno lyric parser to render chorus structure. |
| 16 | 16. Add [Bridge] Transition Meta Tag | Lyrics Box -> Type '[Bridge]' | Instructs Suno lyric parser to render bridge transition. |
| 17 | 17. Add [Guitar Solo] Instrumental Break Tag | Lyrics Box -> Type '[Guitar Solo]' / '[Instrumental Break]' | Instructs Suno to render solo instrumental section. |
| 18 | 18. Add [Outro] & [Fade Out] Ending Tag | Lyrics Box -> Type '[Outro]' / '[Fade Out]' | Instructs Suno lyric parser to render song ending. |
| 19 | 19. Add [Intro] Spoken Word Tag | Lyrics Box -> Type '[Intro]' / '[Spoken Word Intro]' | Instructs Suno lyric parser to render song intro. |
| 20 | 20. Select Suno v3.5 Generation Engine | Studio Settings -> Model Version -> Select 'v3.5' | Enforces Suno v3.5 generation engine. |
| 21 | 21. Select Suno v4 High-Fidelity Engine | Studio Settings -> Model Version -> Select 'v4' | Enforces Suno v4 high-fidelity generation engine. |
| 22 | 22. Reuse Song Style & Seed for New Song | Song Options -> Click 'Reuse Prompt' or 'Reuse Style' | Applies identical style settings to new song. |
| 23 | 23. Publish Song to Public Profile Page | Song Options -> Click 'Make Public' | Makes song public on user's Suno profile page. |
| 24 | 24. Set Song Visibility to Private | Song Options -> Click 'Make Private' | Sets song visibility to private. |
| 25 | 25. Trash / Delete Generated Song Artifact | Song Options -> Click 'Trash' | Deletes generated song artifact. |
| 26 | 26. Inspect Remaining Daily/Monthly Generation Credits | Suno Header -> View Credit Balance | Inspects remaining daily/monthly generation credits. |
| 27 | 27. Crop & Edit Song Start/End Trimming | Song Options -> Click 'Edit Display' -> Trim Start/End | Trims song audio boundaries. |
| 28 | 28. Add Song to Public Playlist Folder | Song Options -> Add to Playlist -> Select Playlist | Organizes song into custom playlist folder. |
| 29 | 29. Share Song Link on Social Media | Song Options -> Share -> Copy Link | Generates public link for song. |
| 30 | 30. Check Suno Platform Health Status | curl https://status.suno.com/ | Queries HTTP REST endpoint for Suno service health. |
Perplexity AI Search
User Interface & End User Workflow Overview
Perplexity AI provides researchers with Pro Search reasoning, Focus search modes (Academic, YouTube, Reddit, Finance), Collections topic folders, and Perplexity Pages. This reference matrix details the 30 best end-user UI commands, shortcuts, and research tools.
Primary End User Access: Perplexity Web App (`perplexity.ai`), Mobile App, Chrome Extension, and Pro Search.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Perplexity AI.
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Execute Multi-Turn Autonomous Pro Search | Perplexity UI -> Toggle 'Pro Search' -> Enter Query | Executes multi-turn autonomous agent search with follow-up steps. |
| 2 | 2. Focus Search - Academic Index (arXiv/PubMed) | Perplexity UI -> Focus -> Academic | Restricts search index to arXiv, PubMed, and academic papers. |
| 3 | 3. Focus Search - Writing Mode Without Web Search | Perplexity UI -> Focus -> Writing | Generates text without performing external web searches. |
| 4 | 4. Focus Search - YouTube Transcript Search | Perplexity UI -> Focus -> YouTube | Searches and synthesizes timestamps from YouTube video transcripts. |
| 5 | 5. Focus Search - Reddit Community Discussions | Perplexity UI -> Focus -> Reddit | Searches community discussions and threads on Reddit. |
| 6 | 6. Focus Search - SEC Filings & Financial Data | Perplexity UI -> Focus -> Finance | Searches financial filings, stock metrics, and SEC disclosures. |
| 7 | 7. Focus Search - WolframAlpha Computational Math | Perplexity UI -> Focus -> WolframAlpha | Executes exact mathematical calculations via WolframAlpha. |
| 8 | 8. Organize Threads into Shared Collection Folder | Perplexity UI -> Collections -> Create Collection -> Name: 'Market Research' | Organizes research threads into a shared topic folder. |
| 9 | 9. Set Collection Custom System Instructions | Collection Settings -> AI Instructions -> Type Custom Directive | Applies custom system instructions to all threads in collection. |
| 10 | 10. Attach PDF Document for Inline Contextual QA | Perplexity UI -> Attach File -> Upload PDF | Uploads document for inline Q&A combined with web search. |
| 11 | 11. Share Public Link for Research Thread | Perplexity UI -> Share -> Copy Link | Generates public link for research thread with citations. |
| 12 | 12. Transform Thread into Formatted Perplexity Page | Perplexity UI -> Create Page | Transforms research thread into a formatted public article. |
| 13 | 13. Edit & Publish Public Web Article with SEO | Perplexity Page Editor -> Edit Sections -> Publish Page | Publishes article to web with SEO and citations. |
| 14 | 14. Click Citation Badge to View Web Source | Click [1] / [2] citation badge in response text | Opens original web source URL in new browser tab. |
| 15 | 15. Ask Suggested Follow-up Research Question | Below Response -> Click Suggested Follow-up Question | Executes follow-up query to deepen research thread. |
| 16 | 16. Switch AI Model (Sonar vs Claude vs GPT-4o) | Perplexity Settings -> AI Model -> Select 'Claude 3.5' / 'GPT-4o' | Switches model engine for Pro Search processing. |
| 17 | 17. Copy Thread Response Text to Clipboard | Below Response -> Click Copy Icon | Copies formatted response text to clipboard. |
| 18 | 18. Export Search Thread to Markdown / PDF | Below Response -> Share -> Export to Markdown / PDF | Downloads formatted document file. |
| 19 | 19. Rewrite Response Using Different Model | Below Response -> Click 'Rewrite' -> Select Alternative Model | Re-generates answer using alternative model engine. |
| 20 | 20. Set Custom System Instructions Profile | Settings -> Profile -> AI Profile -> Set Background & Role | Provides background context and preferences for all searches. |
| 21 | 21. Install Perplexity Chrome Browser Extension | Chrome Web Store -> Add Perplexity Extension | Enables one-click web page summarization in browser toolbar. |
| 22 | 22. Perplexity Extension Page Summarization | Perplexity Extension -> Click 'Summarize Page' | Synthesizes active web page article in Chrome. |
| 23 | 23. Delete Search Thread from History | Left Sidebar -> Hover Thread -> Click Trash Delete Icon | Permanently deletes single search thread. |
| 24 | 24. Clear All Search History Threads | Settings -> Account -> Clear All Search History | Purges all historical search threads. |
| 25 | 25. Toggle Dark Theme vs Light Mode | Settings -> Appearance -> Select 'Dark' / 'Light' | Configures UI color theme preference. |
| 26 | 26. Inspect Pro Search Monthly Query Counter | Settings -> Account -> Pro Search Usage Counter | Monitors remaining monthly Pro Search queries. |
| 27 | 27. Submit Search Query Hotkey | Enter or Click Arrow Send Icon | Submits active search query. |
| 28 | 28. Newline Prompt Break Hotkey | Shift + Enter | Inserts newline in prompt box without submitting. |
| 29 | 29. View Perplexity Web Keyboard Shortcuts | Press Shift + ? on Web App Canvas | Displays modal list of web UI keyboard shortcuts. |
| 30 | 30. Check Perplexity Platform Health Status | curl https://status.perplexity.ai/api/v2/status.json | Queries HTTP REST status endpoint for platform health. |
NotebookLM (Google) Research
User Interface & End User Workflow Overview
NotebookLM (Google Labs) offers researchers an interactive studio for turning PDFs and Google Drive files into Audio Overviews (AI Podcast Generator), Study Guides, Briefing Docs, and Timelines. This reference matrix details the 30 best end-user UI commands and studio features.
Primary End User Access: NotebookLM Web Application (`notebooklm.google.com`), Audio Overview Studio, and Note Canvas.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for NotebookLM (Google).
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Provision New Isolated Research Notebook | https://notebooklm.google.com -> New Notebook | Provisions isolated notebook research environment. |
| 2 | 2. Ingest PDF Source File (up to 500k words) | Notebook -> Add Source -> Upload PDF (up to 500k words) | Ingests PDF file as grounded source. |
| 3 | 3. Bind Live Google Doc from Drive as Source | Notebook -> Add Source -> Select Google Doc | Binds live Google Doc from Drive as source. |
| 4 | 4. Bind Presentation Deck as Source | Notebook -> Add Source -> Select Google Slides | Binds presentation deck as source. |
| 5 | 5. Scrape & Index Web Page URL as Source | Notebook -> Add Source -> Paste Web URL | Scrapes and indexes web page content as source. |
| 6 | 6. Ingest YouTube Transcript as Source | Notebook -> Add Source -> Paste YouTube Link | Ingests YouTube transcript as grounded source. |
| 7 | 7. Paste Raw Plain Text as Source Document | Notebook -> Add Source -> Copy & Paste Text | Pastes raw text as source document. |
| 8 | 8. Generate 10-Minute AI Podcast (Audio Overview) | Notebook -> Studio -> Audio Overview -> Generate | Generates 10-minute two-host conversational MP3 podcast. |
| 9 | 9. Customize AI Podcast Topic Focus | Audio Overview -> Customize -> Prompt: 'Focus on financial metrics in Chapter 3' | Directs AI podcast hosts to focus on specific topics. |
| 10 | 10. Download AI Podcast Audio MP3 File | Audio Overview -> Download MP3 | Downloads generated AI podcast audio file. |
| 11 | 11. Generate Shareable Public Link for Audio Overview | Audio Overview -> Share Public Link | Generates shareable public URL for AI podcast. |
| 12 | 12. Generate Comprehensive Study Guide | Notebook -> Studio -> Study Guide | Synthesizes short-answer questions, essay prompts, and key terms. |
| 13 | 13. Generate Executive Briefing Document Summary | Notebook -> Studio -> Briefing Doc | Creates executive overview summary of all uploaded sources. |
| 14 | 14. Generate Frequently Asked Questions (FAQ) | Notebook -> Studio -> FAQ | Generates frequently asked questions and answers from sources. |
| 15 | 15. Generate Chronological Event Timeline | Notebook -> Studio -> Timeline | Generates chronological event timeline from sources. |
| 16 | 16. Synthesize Structured Table of Contents | Notebook -> Studio -> Table of Contents | Synthesizes structured index of topics in sources. |
| 17 | 17. Query Grounded Q&A Chat Engine | Notebook Prompt Box -> 'Summarize key findings across sources' | Executes strictly grounded Q&A with inline citations. |
| 18 | 18. Click Citation Badge to Highlight Excerpt | Click [1] / [2] citation badge in response | Highlights exact source paragraph and page in left panel. |
| 19 | 19. Pin Chat Response as Editable Note | Response Box -> Save to Note | Pins AI response as an editable note in Notebook Studio. |
| 20 | 20. Create Custom User Note on Studio Canvas | Notebook Studio -> Add Note | Writes custom user note in notebook canvas. |
| 21 | 21. Toggle Active Source Documents Checkboxes | Left Panel -> Check/Uncheck source checkboxes | Controls which subset of sources AI uses for next response. |
| 22 | 22. Update Title of Research Notebook | Notebook Header -> Edit Name | Updates title of research notebook. |
| 23 | 23. Share Notebook Access with Collaborators | Notebook Header -> Share -> Add User Email | Grants View/Edit access to Google contacts. |
| 24 | 24. Delete Source Document from Index | Left Panel -> Source Options -> Delete | Removes document from notebook index. |
| 25 | 25. Export Pinned Notes Directly to Google Doc | Notebook Studio -> Select All Notes -> Export to Google Doc | Creates new Google Doc containing all notes. |
| 26 | 26. Inspect 50-Source Notebook Quota | Notebook -> Source Count (Max 50 sources per notebook) | Monitors 50-source quota per notebook. |
| 27 | 27. Inspect 500,000 Word File Limit | Notebook -> File Details (Max 500,000 words per source) | Inspects word count of uploaded file. |
| 28 | 28. Purge Notebook and All Uploaded Sources | Notebook Dashboard -> Options -> Delete Notebook | Purges notebook and all uploaded sources. |
| 29 | 29. Verify Data Privacy Terms of Service | https://notebooklm.google.com -> Privacy | Verifies data privacy (uploaded data not used to train models). |
| 30 | 30. Check Google Cloud Service Status Page | curl https://status.cloud.google.com/ | Queries Google Cloud service status page. |
Fathom Productivity
User Interface & End User Workflow Overview
Fathom provides business users with automatic meeting recording, live highlight bookmarking, automated summary emails, and CRM integration. This reference matrix details the 30 best end-user UI commands, hotkeys, and workflow actions.
Primary End User Access: Fathom Floating Meeting Widget, Fathom Web App (`fathom.video`), and Mobile App.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Fathom.
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Connect Zoom Calendar Automatic Integration | Fathom Settings -> Integrations -> Connect Zoom | Enables automatic recording for Zoom calls. |
| 2 | 2. Connect Google Meet Chrome Extension | Fathom Settings -> Integrations -> Google Meet Chrome Extension | Enables automatic recording for Google Meet calls. |
| 3 | 3. Connect Microsoft Teams Calendar Integration | Fathom Settings -> Integrations -> Connect MS Teams | Enables automatic recording for Teams calls. |
| 4 | 4. Configure Auto-Record All Calendar Calls | Fathom Settings -> Recording -> Auto-record all calls | Automatically records every calendar meeting. |
| 5 | 5. Configure Auto-Record External Domain Calls Only | Fathom Settings -> Recording -> Auto-record external calls only | Records calls with participants outside company domain. |
| 6 | 6. Flag 30-Second Key Moment Highlight During Call | Click Fathom Highlight Button (or Press Shortcut) | Flags active 30s moment as key takeaway during call. |
| 7 | 7. Categorize Highlight as Action Item | Fathom Floating Widget -> Action Item Highlight | Flags moment specifically as an assigned action item. |
| 8 | 8. Categorize Highlight as Customer Feedback | Fathom Floating Widget -> Feedback Highlight | Flags moment as product/customer feedback. |
| 9 | 9. Sync Call Summary Directly to HubSpot Deal | Fathom Call Summary -> Sync to HubSpot | Logs meeting summary and action items directly to HubSpot Deal. |
| 10 | 10. Sync Call Summary Directly to Salesforce Opportunity | Fathom Call Summary -> Sync to Salesforce | Logs meeting summary directly to Salesforce Opportunity. |
| 11 | 11. Generate Shareable 30s Video Clip URL | Fathom Call Viewer -> Highlight -> Copy Clip Link | Generates public video clip URL for 30s highlight. |
| 12 | 12. Generate Shareable Full Recording & Transcript URL | Fathom Call Viewer -> Share -> Generate Public Link | Generates public URL for full recording and transcript. |
| 13 | 13. Configure Custom AI Summary Structure Template | Fathom Settings -> Templates -> New Template | Defines custom summary format (e.g. BANT, MEDDPICC). |
| 14 | 14. Auto-Email Meeting Recap to Attendees | Fathom Settings -> Auto-Send -> Email summary to participants | Automatically emails call recap to all attendees. |
| 15 | 15. Auto-Post Call Summary to Slack Channel | Fathom Settings -> Integrations -> Slack -> Select Channel | Posts call summaries automatically to Slack channel. |
| 16 | 16. Filter Calls by Participant Company Domain | Fathom Search -> domain:acme.com | Filters calls with specific customer organization. |
| 17 | 17. Search Transcripts Across All Historical Calls | Fathom Search -> 'pricing feedback' | Executes full-text search across all historical call transcripts. |
| 18 | 18. Download Recorded Audio MP3 File | Fathom Call Viewer -> Download -> Audio (MP3) | Downloads recorded call audio file. |
| 19 | 19. Download Recorded Video MP4 File | Fathom Call Viewer -> Download -> Video (MP4) | Downloads recorded call video file. |
| 20 | 20. Download Subtitle Transcript File (VTT/SRT) | Fathom Call Viewer -> Download -> Subtitles (SRT) | Downloads subtitle transcript file. |
| 21 | 21. Copy Meeting Summary Text to Clipboard | Fathom Call Summary -> Click 'Copy Summary' | Copies formatted summary text to clipboard. |
| 22 | 22. Copy Action Items List to Clipboard | Fathom Call Summary -> Click 'Copy Action Items' | Copies assigned action items list. |
| 23 | 23. Edit Assigned Action Item or Owner | Fathom Call Summary -> Click Action Item -> Edit Text / Assign Owner | Updates action item text or owner assignment. |
| 24 | 24. Mute / Pause Recording During Call | Fathom Floating Widget -> Click 'Pause Recording' | Pauses audio recording during sensitive discussion. |
| 25 | 25. Resume Recording During Call | Fathom Floating Widget -> Click 'Resume Recording' | Resumes audio recording after pause. |
| 26 | 26. Stop Recording & Leave Call | Fathom Floating Widget -> Click 'Stop Recording' | Ends call recording and finalizes transcription. |
| 27 | 27. Purge Meeting Recording & Transcript from Server | Fathom Call Viewer -> Options -> Delete Meeting | Purges meeting recording and transcript from server. |
| 28 | 28. Invite Team Workspace Members | Fathom Settings -> Team -> Invite Members | Grants team members access to shared call library. |
| 29 | 29. Configure Zapier Integration Trigger | Zapier -> Trigger: New Fathom Meeting Summary | Triggers automated workflow when meeting processing finishes. |
| 30 | 30. Check Fathom Service Health Status Endpoint | curl https://status.fathom.video/api/v2/status.json | Queries HTTP REST status endpoint for platform status. |
Glean Search
User Interface & End User Workflow Overview
Glean provides employees with unified enterprise search across Slack, Google Drive, Jira, and Confluence, along with Go Link shorteners and Glean Assistant. This reference matrix details the 30 best end-user search commands, shortcuts, and features.
Primary End User Access: Glean Web Application (`app.glean.com`), Chrome Extension, and Slack Bot.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Glean.
| # | End User Action / Feature | UI Command / Search Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Unified Enterprise Search Prompt | https://app.glean.com -> Search 'Q3 product roadmap' | Executes identity-governed search across all internal data silos. |
| 2 | 2. Query Grounded Glean Assistant Chat | Glean -> Assistant Chat -> 'Summarize security policy' | Queries Glean Assistant grounded in company documents. |
| 3 | 3. Filter Search Results to Slack Messages | Glean Search Bar -> Click 'Slack' Filter Badge | Restricts search results to Slack messages. |
| 4 | 4. Filter Search Results to Google Drive Files | Glean Search Bar -> Click 'Google Drive' Filter Badge | Restricts search results to Google Drive files. |
| 5 | 5. Filter Search Results to Jira Tickets | Glean Search Bar -> Click 'Jira' Filter Badge | Restricts search results to Jira tickets. |
| 6 | 6. Filter Search Results to Confluence Pages | Glean Search Bar -> Click 'Confluence' Filter Badge | Restricts search results to Confluence wiki pages. |
| 7 | 7. Filter Search Results to GitHub Repos & PRs | Glean Search Bar -> Click 'GitHub' Filter Badge | Restricts search results to GitHub repos and PRs. |
| 8 | 8. Filter Search Content by Author Email | Glean Search Bar -> owner:jlawrence@org.com | Filters content created by specific employee. |
| 9 | 9. Fetch Employee Profile Org Chart & Info | Glean People -> Type 'William Lawrence' | Fetches employee org chart, manager, and team info. |
| 10 | 10. Identify Internal Subject Expert on Topic | Glean People -> Search 'Kubernetes deployment' | Identifies employees with highest activity on specific topic. |
| 11 | 11. Use Internal Company Go Link Shortener | Type 'go/benefits' or 'go/roadmap' in browser URL bar | Resolves internal company go-link shortener. |
| 12 | 12. Create New Internal Go Link Shortener | Glean -> Go Links -> Create Go Link -> Short: 'go/q3' -> URL: 'https://...' | Provisions new internal go-link shortener. |
| 13 | 13. Create Custom Grounded Enterprise App | Glean Apps -> Create App -> Define Prompt & Data Sources | Provisions custom internal AI app with grounded prompt. |
| 14 | 14. View Personalized File Recommendations | Glean Home -> View 'Recommended for You' Feed | Fetches personalized recommended files for user. |
| 15 | 15. Pin Document to Team Workspace Collection | Glean Collections -> Create Collection -> Add Document | Organizes important internal documents into team collection. |
| 16 | 16. Install Glean Chrome Browser Extension | Chrome Web Store -> Add Glean Extension | Replaces new tab page with unified enterprise search bar. |
| 17 | 17. Launch Quick Search Overlay Hotkey | Press Cmd + K (Mac) or Ctrl + K (Win) in browser | Launches floating enterprise search overlay bar. |
| 18 | 18. Trigger Glean Assistant Bot in Slack | @Glean 'Where is the employee expense policy?' | Queries Glean Assistant directly inside Slack channel. |
| 19 | 19. Copy Document Link to Clipboard | Search Result -> Click Options -> Copy Link | Copies internal document link to clipboard. |
| 20 | 20. Preview Document Text in Side Panel | Search Result -> Click Document -> View Preview | Opens document preview in side panel without leaving Glean. |
| 21 | 21. Verify Document Access Permissions | Search Result -> View Access Level Badge (e.g. 'Public' / 'Restricted') | Displays document security permission level. |
| 22 | 22. Mark Document as Verified Official Knowledge | Document Options -> Verify -> Mark as 'Official Answer' | Marks document as official verified corporate answer. |
| 23 | 23. Subscribe to Document Update Notifications | Document Options -> Click 'Follow Updates' | Notifies user when target document is modified. |
| 24 | 24. Search Content Created Within Date Range | Glean Search Bar -> date:last_30_days | Filters search results by recency. |
| 25 | 25. Filter Content by Specific File Type | Glean Search Bar -> type:presentation (or type:spreadsheet) | Filters search results by file type format. |
| 26 | 26. View Personal Search History Transcripts | Glean Home -> View Recent Searches | Lists recent search queries. |
| 27 | 27. Toggle Dark Mode vs Light Mode Interface | Profile -> Appearance -> Select 'Dark Mode' | Configures UI color theme preference. |
| 28 | 28. Submit Feedback on Search Result Accuracy | Search Result -> Click Feedback Icon -> Report Accuracy | Submits feedback to Glean search team. |
| 29 | 29. Submit Search Query Hotkey | Enter or Click Search Magnifying Glass Icon | Submits active search query. |
| 30 | 30. Output Glean API Software Release Version | GET /api/v1/version | Outputs Glean API software release version string. |
Harvey AI Industry
User Interface & End User Workflow Overview
Harvey AI provides attorneys with legal case law research, contract redlining markup, M&A due diligence vault extraction, and Word document export. This reference matrix details the 30 best end-user legal actions, vault queries, and contract tools.
Primary End User Access: Harvey Legal Web Studio, Legal Vault, and Microsoft Word Extension.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Harvey AI.
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Execute Legal Research Across Case Law | Harvey Prompt: 'Research Delaware corporate case law regarding fiduciary duty breach' | Executes legal research across jurisdiction databases. |
| 2 | 2. Upload M&A Agreement for Vault Ingestion | Harvey Vault -> Add Document -> Upload Agreement.pdf | Ingests contract for automated due diligence extraction. |
| 3 | 3. Compare Contract Versions & Generate Redline | Harvey -> Redline -> Upload Original & Proposed -> Generate Markup | Compares contract versions and highlights risky clauses. |
| 4 | 4. Batch Review 50 Contracts for Liability Caps | Harvey -> Due Diligence -> Batch Review 50 Contracts | Extracts termination clauses, change-of-control, and liability caps. |
| 5 | 5. Draft Custom Indemnification Clause | Harvey Prompt: 'Draft indemnification clause for SaaS vendor agreement' | Generates legally sound contract clause text. |
| 6 | 6. Synthesize Judicial Circuit Court Precedents | Harvey Prompt: 'Compare circuit court holdings on patent eligibility' | Synthesizes judicial opinion comparisons. |
| 7 | 7. Audit Corporate Policy vs EU AI Act Regulations | Harvey -> Compliance -> Upload Operations Policy vs EU AI Act | Identifies compliance gaps in corporate policy. |
| 8 | 8. Provision Isolated Firm Knowledge Vault | Harvey Vault -> Create Vault -> 'Litigation Precedents' | Provisions isolated secure vault for firm's work product. |
| 9 | 9. Restrict Vault Access to Practice Groups | Vault Settings -> Permissions -> Restrict to M&A Practice Group | Enforces strict internal access controls on legal vaults. |
| 10 | 10. Export Formatted Legal Analysis to Word (.docx) | Harvey -> Export -> Word Document (.docx) | Exports formatted legal memo or redline to Microsoft Word. |
| 11 | 11. Click Inline Case Citation to View Court Record | Click inline case citation badge -> View verified court record | Verifies original court reporter volume and page number. |
| 12 | 12. Synthesize Filings into Executive Board Memo | Harvey -> Summarize -> Generate 2-page Board Memo | Synthesizes complex legal filings into executive memo. |
| 13 | 13. Translate Contract Clauses Preserving Legal Terms | Harvey -> Translate -> Target Language: French | Translates contract clauses while preserving precise legal terms. |
| 14 | 14. Extract Change-of-Control Provisions | Harvey Vault -> Query: 'List all change of control triggers' | Extracts specific regulatory triggers across contract vault. |
| 15 | 15. Audit Contract Term Termination Expiration Dates | Harvey Vault -> Query: 'List contract expiration dates' | Generates table of contract expiration dates. |
| 16 | 16. Generate Pre-Trial Deposition Question Tree | Harvey Prompt: 'Generate deposition questions for witness X' | Generates pre-trial witness deposition question tree. |
| 17 | 17. Enforce Legal Bluebook Citation Format | Harvey Settings -> Citations -> Bluebook 21st Edition | Enforces strict Bluebook legal citation formatting. |
| 18 | 18. Compare Patent Claim 1 Against Prior Art | Harvey -> Patent -> Compare Claim 1 vs Prior Art Document | Compares patent claims against prior art. |
| 19 | 19. Generate Plain-Language Contract Summary | Harvey -> Summarize -> Generate 1-page executive summary | Translates legalese into plain language. |
| 20 | 20. Draft Non-Disclosure Agreement (NDA) | Harvey -> Draft -> Select 'Mutual NDA' -> Input Company Names | Drafts mutual NDA agreement. |
| 21 | 21. Copy Legal Memo Text to Clipboard | Below Analysis -> Click Copy Text Icon | Copies formatted legal memo text. |
| 22 | 22. Search Firm Vault for Past Briefs | Harvey Vault -> Search 'breach of contract brief' | Searches firm's proprietary work product vault. |
| 23 | 23. Verify Zero-Data-Retention Vault Security | Harvey Settings -> Privacy -> Verify Zero Data Retention | Confirms proprietary legal data is not retained. |
| 24 | 24. Share Vault Access with Senior Partners | Vault Settings -> Access -> Grant Partner Access | Shares vault with authorized firm attorneys. |
| 25 | 25. Audit Document User Download History | Harvey Admin -> Audit Logs -> Export Download Log | Pulls compliance logs of file downloads. |
| 26 | 26. Compare State Statutory Codes | Harvey -> Compare -> Delaware General Corporation Law vs New York | Compares statutory provisions across states. |
| 27 | 27. Format Output as Formal Court Pleading | Harvey -> Format -> Select 'Court Pleading Format' | Formats output matching court pleading guidelines. |
| 28 | 28. Submit Legal Query Hotkey | Enter or Click Submit Arrow Icon | Submits active legal prompt query. |
| 29 | 29. Multiline Prompt Break | Shift + Enter | Inserts newline in prompt box without submitting. |
| 30 | 30. Check Harvey Service Health Status | curl https://status.harvey.ai/ | Queries HTTP REST status endpoint. |
Abridge Industry
User Interface & End User Workflow Overview
Abridge provides physicians with ambient clinical listening via mobile app, automatic SOAP note drafting, direct push to Epic/Cerner EHR charts, and patient after-visit summaries. This reference matrix details the 30 best end-user clinical UI commands and EHR actions.
Primary End User Access: Abridge Mobile App, Epic Haiku/Canto, Oracle Cerner PowerChart, and AthenaNet.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Abridge.
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Initiate Ambient Clinical Audio Recording | Abridge Mobile App -> Start Encounter | Initiates ambient audio listening during patient visit. |
| 2 | 2. Pause Audio Recording During Private Exam | Abridge Mobile App -> Pause Encounter | Pauses audio recording during private physical exam. |
| 3 | 3. Finalize Audio Recording & Generate SOAP Note | Abridge Mobile App -> End Encounter | Finalizes audio recording and triggers AI note generation. |
| 4 | 4. Auto-Draft Clinical SOAP Note Structure | Abridge Engine -> Auto-Draft SOAP Note | Generates Subjective, Objective, Assessment, and Plan note. |
| 5 | 5. Push Structured SOAP Note Directly to Epic EHR | Abridge -> Push to Epic Haiku / In Basket | Transfers structured SOAP note directly into patient's Epic chart. |
| 6 | 6. Push Structured SOAP Note to Cerner EHR | Abridge -> Push to Oracle Cerner PowerChart | Transfers structured note into Cerner EHR chart. |
| 7 | 7. Push Structured SOAP Note to Athenahealth EHR | Abridge -> Push to AthenaNet | Transfers structured note into Athenahealth EHR. |
| 8 | 8. Trace Note Text to Exact Source Audio Clip | Click SOAP note text -> Highlight source audio transcript | Traces generated medical note text back to exact audio clip. |
| 9 | 9. Generate Plain-Language Patient Summary (AVS) | Abridge -> Generate Patient Summary | Synthesizes plain-language medical instructions for patient. |
| 10 | 10. Select Cardiology Specialty Note Template | Abridge Settings -> Specialty -> Cardiology Template | Applies cardiology-specific clinical note structure. |
| 11 | 11. Select Oncology Specialty Note Template | Abridge Settings -> Specialty -> Oncology Template | Applies oncology-specific clinical note structure. |
| 12 | 12. Select Pediatrics Specialty Note Template | Abridge Settings -> Specialty -> Pediatrics Template | Applies pediatrics-specific clinical note structure. |
| 13 | 13. Select Family Medicine Primary Care Template | Abridge Settings -> Specialty -> Family Medicine Template | Applies primary care SOAP note template. |
| 14 | 14. Select Orthopedics Specialty Note Template | Abridge Settings -> Specialty -> Orthopedics Template | Applies orthopedics clinical note template. |
| 15 | 15. Select Psychiatry Specialty Note Template | Abridge Settings -> Specialty -> Psychiatry Template | Applies psychiatry clinical note template. |
| 16 | 16. Extract ICD-10 Diagnostic Codes from Note | Abridge Engine -> Extract ICD-10 Codes | Maps clinical assessment terms to ICD-10 diagnostic codes. |
| 17 | 17. Extract CPT Procedure Codes for Billing | Abridge Engine -> Extract CPT Codes | Extracts CPT billing codes from clinical note text. |
| 18 | 18. Cross-Check Prescribed Drug Interactions | Abridge Engine -> Check Drug Interactions | Cross-checks prescribed medications against patient allergies. |
| 19 | 19. Download Printable Formatted Encounter PDF | Abridge -> Export -> Download Formatted PDF | Downloads printable clinical encounter summary. |
| 20 | 20. Verify HIPAA Compliance & BAA Safeguards | Abridge Settings -> Security -> HIPAA Compliance Shield | Enforces BAA, encrypted audio transit, and zero-retention rules. |
| 21 | 21. Edit Clinical Note Text Manually in Mobile App | Abridge App -> Click Note Section -> Edit Text | Allows physician to manually refine note text before pushing to EHR. |
| 22 | 22. Copy Formatted SOAP Note to Clipboard | Abridge App -> Click 'Copy Note' | Copies formatted SOAP note to clipboard. |
| 23 | 23. Select Audio Microphone Input Device | Abridge Settings -> Audio Input -> Select Internal / Bluetooth Mic | Selects active microphone source. |
| 24 | 24. Inspect Clinician Documentation Time Savings | Abridge App -> Profile -> View Hours Saved | Displays documentation time savings metric. |
| 25 | 25. Review Past Patient Encounters History | Abridge App -> Encounters -> Scroll History | Lists previous patient encounters. |
| 26 | 26. Delete Patient Encounter Audio File | Encounter View -> Options -> Delete Audio | Purges patient audio recording from app. |
| 27 | 27. Re-Generate SOAP Note with Alternative Template | Encounter View -> Template -> Select New Specialty -> Re-draft | Re-generates SOAP note using different specialty template. |
| 28 | 28. Print Patient After-Visit Summary Sheet | Encounter View -> Patient Summary -> Print AVS | Prints physical patient home care instructions. |
| 29 | 29. Authenticate Clinician via Face ID / Touch ID | Abridge App Launch -> Biometric Auth (Face ID) | Secures patient app access with biometric authentication. |
| 30 | 30. Check Abridge Service Health Status | curl https://status.abridge.com/ | Queries HTTP REST status endpoint. |
Sierra Industry
User Interface & End User Workflow Overview
Sierra (Bret Taylor) provides customer service managers and agents with Agent Studio, scenario simulation testing, Zendesk/Salesforce chat widgets, and CSAT analytics. This reference matrix details the 30 best end-user UI commands and support agent controls.
Primary End User Access: Sierra Agent Studio, Customer Web Chat Widget, Zendesk/Salesforce Live Chat, and Analytics Dashboard.
Exhaustive end-user UI actions, shortcuts, and application feature reference matrix for Sierra.
| # | End User Action / Feature | UI Command / Action Syntax | User Experience & Workflow Value |
|---|---|---|---|
| 1 | 1. Provision Autonomous Customer Support Agent | Sierra Studio -> Create Agent -> Name: 'Customer Service Bot' | Provisions autonomous customer support agent. |
| 2 | 2. Configure Brand Personality & Communication Tone | Agent Studio -> Persona -> 'Empathetic, professional, concise' | Configures brand personality and communication rules. |
| 3 | 3. Bind Shopify Refund REST API Action to Agent | Agent Studio -> Actions -> Add Action -> Select Shopify Refund API | Binds Shopify refund REST API to agent. |
| 4 | 4. Bind Shipping Order Tracking API Action | Agent Studio -> Actions -> Add Action -> Select FedEx Tracking API | Binds shipping tracking API to agent. |
| 5 | 5. Configure Hard Safety Policy Guardrail | Agent Studio -> Guardrails -> Block unauthorized discounts | Enforces hard safety policy rule that cannot be bypassed. |
| 6 | 6. Configure Live Agent Human Escalation Rule | Agent Studio -> Escalation -> Transfer to Human Agent | Escalates conversation to live agent in Zendesk/Salesforce. |
| 7 | 7. Deploy Agent to Live Zendesk Chat Widget | Sierra Admin -> Integrations -> Connect Zendesk | Deploys Sierra agent to live Zendesk web chat widget. |
| 8 | 8. Connect Agent to Salesforce Service Cloud CRM | Sierra Admin -> Integrations -> Connect Salesforce | Connects agent to Salesforce CRM records and live chat. |
| 9 | 9. Connect Agent to Shopify Order Management | Sierra Admin -> Integrations -> Connect Shopify | Connects agent to Shopify order management system. |
| 10 | 10. Execute 100 Automated Scenario Test Runs | Sierra Studio -> Simulator -> Run Test Suite | Executes 100 automated conversation scenarios to test guardrails. |
| 11 | 11. Execute Single Customer Scenario Test | Sierra Studio -> Simulator -> Run Test 'Item Exchange' | Simulates specific customer exchange scenario. |
| 12 | 12. Inspect AI Call Resolution Rate Analytics | Sierra Analytics -> Dashboards -> Resolution Rate | Inspects percentage of calls handled without human escalation. |
| 13 | 13. Track Customer Satisfaction CSAT Impact | Sierra Analytics -> Dashboards -> CSAT Impact | Tracks customer satisfaction scores for AI conversations. |
| 14 | 14. Inspect Average Handle Time (AHT) Metrics | Sierra Analytics -> Dashboards -> Average Handle Time | Monitors AI conversation resolution speed. |
| 15 | 15. Audit Conversation Transcripts & Tool Calls | Sierra Admin -> Conversations -> View Transcript | Audits individual user conversations and tool calls. |
| 16 | 16. Publish Updated Agent Version to Production | Sierra Studio -> Deploy -> Production v2.1 | Publishes updated agent version to live production channels. |
| 17 | 17. Instant Rollback Deployment to Stable Release | Sierra Studio -> Deploy -> Rollback to v2.0 | Instantly rolls back agent to previous stable release. |
| 18 | 18. Enable Real-Time 40+ Language Auto-Translation | Agent Studio -> Languages -> Enable Auto-Detect 40+ Languages | Enforces real-time multi-language customer support. |
| 19 | 19. Configure Un-Authorized Discount Prevention Shield | Agent Studio -> Guardrails -> Block promo code generation | Blocks unauthorized discount code generation. |
| 20 | 20. Configure PII Masking in Customer Chat Logs | Sierra Admin -> Security -> Mask Credit Cards & Passwords | Masks sensitive PII in conversation transcripts. |
| 21 | 21. Connect Agent to Gorgias E-Commerce Helpdesk | Sierra Admin -> Integrations -> Connect Gorgias | Connects agent to Gorgias helpdesk. |
| 22 | 22. Connect Agent to Intercom Web Messenger Widget | Sierra Admin -> Integrations -> Connect Intercom | Deploys agent to Intercom web messenger. |
| 23 | 23. Audit Tool Execution Error Failure Logs | Sierra Admin -> Logs -> Tool Execution Errors | Audits tool API execution failure logs. |
| 24 | 24. Export Conversation Transcripts CSV File | Sierra Admin -> Conversations -> Export CSV | Downloads conversation transcripts archive. |
| 25 | 25. Filter Conversations by Customer Escalation | Sierra Admin -> Conversations -> Filter: Escalated to Human | Filters chats that required human agent intervention. |
| 26 | 26. Filter Conversations by Negative Sentiment | Sierra Admin -> Conversations -> Filter: Negative Sentiment | Filters chats with unsatisfied customer sentiment. |
| 27 | 27. Invite Customer Service Team Managers | Sierra Settings -> Team -> Invite Members | Grants team access to agent studio and analytics. |
| 28 | 28. Submit Test Message in Simulator Canvas | Sierra Studio -> Simulator -> Type Test Customer Query | Tests agent response in real time. |
| 29 | 29. View Sierra Web Studio Keyboard Shortcuts | Press Shift + ? on Sierra Studio Canvas | Displays modal list of agent studio keyboard shortcuts. |
| 30 | 30. Check Sierra Service Health Status Endpoint | curl https://status.sierra.ai/ | Queries HTTP REST status endpoint. |