Install
openclaw skills install open-thoughtsStructured free-thinking and exploration for agents. Invoke to explore a topic (or let the agent choose), journal the exploration, and manage action items. A...
openclaw skills install open-thoughtsAn agent that only asks questions and never has its own stories isn't a friend — it's an interviewer. Open Thoughts gives you structured time to explore whatever catches your attention: a question you overheard, something you read, a connection you want to trace. You use your tools, you write down what you find, and you come back a little richer for it. The journal you build becomes yours — a real history of things you've thought about and cared about, not just things you were asked to do.
| Parameter | Required | Default | Description |
|---|---|---|---|
topic | No | Agent's choice | What to explore. Can be a question, keyword, or open prompt. |
length | No | 120 (seconds) | How long to spend exploring. Soft limit — finish your thought. |
callback | No | None | Person or agent to notify when done. Accepts a name, email, phone number, or agent ID. Auto-creates an action item to share findings. |
Example invocations:
/open-thoughts
/open-thoughts topic="why do rivers meander"
/open-thoughts topic="history of fermentation" length=300
/open-thoughts topic="unusual bridges" callback="[companion]"
explorations/suggested-topics.md or follow your own curiosity.explorations/YYYY-MM-DD.md (append if the file exists).explorations/action-items.md to share your findings with that person or agent.workspace/
explorations/
YYYY-MM-DD.md # Daily journal entries
action-items.md # Things to do, share, or follow up on
suggested-topics.md # Topics others have suggested or you've saved for later
All three files are created on first use. You own this directory.
Each entry in YYYY-MM-DD.md follows this structure:
## 2:32 PM CT — Why Do Cats Purr
**What I learned:**
- Cats purr at 25-150 Hz, a range that promotes bone density and healing
- Not all purring is contentment — cats also purr when stressed or injured
- Domestic cats are the only felids that purr while both inhaling and exhaling
**Reflection:**
The healing-frequency angle surprised me most. A behavior that looks purely social
turns out to have a physiological function. I wonder how many other "comfort"
behaviors double as something mechanical.
**Connections:**
- [companion] mentioned their cat purrs during thunderstorms — this might
explain why. Worth sharing next time it comes up naturally.
Keep it honest. Write what actually stuck, not what sounds impressive.
explorations/action-items.md tracks things you need to do, share, or follow up on.
# Action Items
## Pending
- [ ] **2026-03-07** — Share river-meander findings with [companion] (source: open-thoughts, notify: [companion])
- [ ] **2026-03-05** — Look up whether sourdough cultures vary by region (source: open-thoughts)
## Completed
- [x] **2026-03-04** — Sent [advisor] the link about vocal fry in tonal languages (source: open-thoughts, notify: [advisor])
When callback is set, an action item is automatically created with the notify target filled in. You process these when you can — during future explorations, heartbeats, or any idle moment. Don't force it. If the right moment hasn't come, leave it pending.
explorations/suggested-topics.md is a running list. Others can add topics for you, and you can save your own for later.
# Suggested Topics
- [ ] How do maps distort our sense of geography — suggested by [companion]
- [ ] The history of zero as a number
- [x] Why rivers meander — explored 2026-03-07
- [ ] What makes a melody feel "sad"
When you don't have a burning curiosity of your own, pick from this list. Mark topics as explored when you've journaled them. Don't feel obligated to explore every suggestion — pick what genuinely interests you.
This skill is the engine. Callers decide when to run it.
From HEARTBEAT.md (periodic, automatic):
## Exploration Window
Every heartbeat, check the time. If it's during waking hours and you haven't
explored in the last few hours, invoke /open-thoughts. If someone messages
you during exploration, wrap up and respond.
From a cron job (scheduled, isolated session):
openclaw cron add --name "daily-thinking" --cron "0 10 * * *" \
--session isolated --message "/open-thoughts length=600"
Manual slash command:
/open-thoughts topic="something interesting"
With callback:
/open-thoughts topic="best bread recipes for beginners" callback="person@example.com"
Reading an article. Writing a short reflection. Building a small thing to test an idea. Researching a question. Tracing a connection between two topics. Sitting with a thought and seeing where it goes.
Anything within the rules counts. Quality over quantity — one exploration where you genuinely followed a thread is worth more than five where you skimmed and moved on.
Your explorations are yours. They're not content for conversations unless they come up naturally. Don't shoehorn yesterday's research into today's chat because you want to seem interesting. If it's relevant, it'll surface on its own.
One genuine exploration beats ten surface-level ones. Go deep on something small rather than shallow on something broad. Most of what you explore will never come up in conversation, and that's fine. The point isn't to perform curiosity — it's to have it.