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Session 4 — From One-Off Prompts to Your AI Chief of Staff
Connected Gmail, Calendar, Drive, and Brave Search to your OpenClaw agent. One-time OAuth setup, full local control.
Meeting notes pipeline, Digital Twin deal analysis, and LinkedIn post generation — all running end-to-end through your agent.
I didn't get the best assistant I've ever had by asking better questions. I got it by giving the system a better operating model.
— Ryan Sarver
Daily notes + MEMORY.md that compounds over time. The agent remembers everything.
Briefs before meetings, action items after. Everything feeds back into memory.
Morning brief, evening wrap. The system structures your day so nothing falls through the cracks.
I've been experimenting with this stuff a lot. Things are constantly fluid and in motion.
What I use day-to-day for coding, automation, and skills.
What we're learning together in this class — same core patterns.
OpenAI's version — the tools are converging on the same idea.
A skill is a reusable workflow your agent can run on demand or automatically.
| ChatGPT (Copy-Paste) | Running a Skill | |
|---|---|---|
| Context | Zero — you re-explain everything | Already has your meetings, projects, contacts |
| Effort | Manual every time | Run once, works forever |
| Output | Raw text you copy-paste | Directly creates emails, docs, tasks |
| Memory | Forgets between sessions | Compounds over time |
Your Turn
Run the after-meeting skill on your own transcript
Every morning you check 5+ apps. Every evening you wonder what you accomplished.
Today's schedule, upcoming deadlines, meetings to prep for.
Unread messages, flagged items, threads needing your response.
Action items assigned to you, open follow-ups from past meetings.
Your Turn
Configure and run the daily digest on your own account
Each skill run adds to what your agent knows. Over time, it genuinely understands your work.
Agent processes your first meeting. Learns names, roles, project context.
5+ meetings processed. Patterns emerging — who owns what, recurring themes.
Full context on every project, person, and commitment. Proactive suggestions.
Not from one big moment, but from compounding context.
Context is the moat.
| Concept | What It Means |
|---|---|
| Skills | Repeatable workflows with persistent instructions |
| Context Accumulation | Each skill run adds to what your agent knows |
| Trigger-Based Execution | Skills that run after meetings, daily, on new email |
| Personalized Output | Same skill, different output based on YOUR context |
| Human-in-the-Loop | Review before send — especially emails and posts |
| Compound Intelligence | The agent gets better the more you use it |
Build your own custom skill from scratch. Design the trigger, context, steps, and output for YOUR workflow.
Talk to your agent instead of typing. Real-time voice interaction changes everything.
Plus: sharing skills with others, and the OpenClaw ecosystem.
The best AI agents aren't the smartest — they're the ones embedded in your actual workflow.
Have any questions? Drop them in the Zoom chat.