AI Work Summaries
Your day, every tool, one brief.
TaskPanels generates AI work summaries that consolidate everything you accomplished — across project tools, code, docs, and AI assistants like Claude and ChatGPT — into a single manager-ready daily brief with completed work, blockers, approvals, and next steps.
Your work happens in 12 tools. Your summary shouldn't.
A modern workday is fragmented across GitHub, Linear, Notion, Slack, Google Docs, design tools, video calls — and now, increasingly, AI assistants like Claude and ChatGPT. Each tool has its own activity log. None of them tells the whole story of what you actually did today.
Reconstructing the day means combing through tabs at 5pm, copy-pasting between tools, and writing the same summary three different ways for your manager, your standup, and your weekly rollup. The result is either a watered-down version of your output or no summary at all — and the work that doesn't make it into the record might as well not have happened.
AI work summaries fix this by treating the summary as the primary artifact: one place where everything you did flows in, and one polished update flows out — ready to send.
How it works today
Every TaskPanels summary starts with structured data you log in real time: projects you worked on, tasks you completed, blockers you hit, approvals waiting, scope changes, and unrealized effort. You don't write anything — the structure is built into the panels and tags.
When you're ready, click Generate Summary. You get a clean, structured daily brief: completed work grouped by project with time logged, blockers called out by name, approvals in progress, and next steps. Copy it to your clipboard, paste it into Slack, email it to your manager, or export it as a PDF for performance reviews.
Nothing is inferred or fabricated. Every line in the summary traces back to something you tagged. It's a clean, accurate record of what actually happened — your tags, your voice, your record.
Coming next
The AI layer: every tool, including the AI ones.
The AI composition layer takes your structured TaskPanels data and writes it up — turning tags and time logs into prose-ready updates in your voice. A Chrome extension on the roadmap will capture work in web-based AI tools like ChatGPT and Claude.ai, while a TaskPanels skills.md file will plug into desktop and CLI tools like Claude Desktop and Codex — so AI-assisted work flows into your summary automatically, wherever it happens.
The end state is a work intelligence layer: TaskPanels reads from the tools you already use — your project tracker, your code repo, your AI assistants — and composes a single daily summary across all of them. Your tagged data stays the source of truth for what mattered. The AI handles reconciliation and writing.
Your project tools
What you shipped lives in GitHub, Linear, Jira, Notion. The summary brings it together so you don't have to.
Your AI assistants
Pair programming in Claude Desktop. Research in ChatGPT. Drafts in Gemini. AI-assisted work counts — and it should show up.
Your browser and desktop AI
A Chrome extension captures web-based AI tools like ChatGPT and Claude.ai; a TaskPanels skills.md file plugs into desktop and CLI tools like Claude Desktop and Codex.
What ends up in your AI work summary
Every summary gives you and your audience the full picture — not just the tasks you completed, but the work that flowed across tools, the friction that slowed you down, and what's still in motion.
- Completed deliverables grouped by project with time logged
- AI-assisted work — what you built with Claude, ChatGPT, or other assistants
- Blockers — what slowed you and what would unblock it
- Approvals and dependencies still in flight
- Context switches — the unplanned work you absorbed
- Unrealized effort — work that happened but didn't ship
- Next steps — what's coming tomorrow or waiting on input
Weekly rollups compile your daily summaries into a single document — useful for performance reviews, retrospectives, client billing cycles, or any time you need to defend your output with actual data instead of memory.
Questions, answered
Stop reconstructing your day. Start sending it.
Set up in minutes. Generate your first summary today. Get on the list for the AI layer when it ships.