| Source capture | Whole YouTube channels/playlists and websites; individual Instagram posts/Reels when transcript content is available; Google Drive; local audio/video, PowerPoint, images, and other documents; best-effort visual text from supported video frames; plus Telegram Import Bot (forward/send messages and files; bind a group to import new messages; size limits). | Documents, spreadsheets, images, and pasted text are documented. [O1] |
| Ongoing source sync | Auto-sync supported YouTube channels/playlists and websites so Libraries stay current over time. | Documented project file uploads (docs, sheets, images, pasted text) for ongoing work. [O1] |
| Proactive briefings / source monitoring | Automatic daily Briefings from monitored YouTube channels/playlists and websites — surfaced ahead of time, with no manual per-story generation step. | ChatGPT Scheduled Tasks support recurring briefings and change monitoring, but tasks created in Projects cannot access Project files. [O3] |
| Source-backed conversation | Direct chat over one or more Library folders with source-linked citations and content-grounded suggested questions. | Conversation over project files and context inside ChatGPT. [O1] |
| Instructions and reusable prompts | Reusable prompts applied in folder chat; prompts live in groups users create or receive through shared prompt groups. | Project instructions guide chats in the project. [O1] |
| Collaboration and sharing | Library folders shared by user/email or shareable links with read and read-write access; prompt groups shared by user/email or shareable links. | Projects can be shared with collaborators (invite by email, group, or link; chat or edit access). [O1] |
| Publishing and audience delivery | Bots reuse the same folders and prompts on eligible website and Telegram Channels. | Projects can be shared; OpenAI separately documents configurable, shareable GPTs. [O2] |
| Primary job | Direct cited Library chat with reusable prompts, plus optional Bot and Channel reuse. | Repeated and evolving work with chats, files, instructions, and tools together. [O1] |
| Generated outputs | Summaries and Cheatsheets from processed sources; processing focuses on turning sources into persistent knowledge. | Canvas, image generation, study, voice, web search, and plan-dependent tools. [O1] |
| Workspace home and next steps | Signed-in Dashboard surfaces Library/document counts, Continue, recently imported sources, published Channel activity, items needing attention, and source-scoped suggested questions. | Projects keep chats, files, instructions, and tools together. [O1] |