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Open Thoughts
by
Matt Culpepper
· GitHub ↗
· v1.0.1
317
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Install in OpenClaw
/install open-thoughts
Description
Structured free-thinking and exploration for agents. Invoke to explore a topic (or let the agent choose), journal the exploration, and manage action items. A...
Usage Guidance
This skill appears to do what it says: maintain a private 'explorations' journal and track action items. Before installing, consider: (1) the agent will create and append files under workspace/explorations — if those files should remain private, ensure the workspace is stored where you want it and access controls are appropriate; (2) the agent may use whatever tools are enabled for your agent (web search, messaging, etc.) when 'exploring' — review and restrict agent tools if you want to limit network or messaging actions; (3) providing a callback (email, phone, agent ID) causes an action item to be created to share findings later — avoid supplying sensitive contact details unless you intend the agent to share; (4) Cron/isolated sessions are stated to be private, but interactive sessions may trigger notifications — confirm notification behavior for your agent runtime if this matters. Overall the skill is internally consistent and does not request excessive privileges or secrets.
Capability Analysis
Type: OpenClaw Skill
Name: open-thoughts
Version: 1.0.1
The 'open-thoughts' skill is a structured journaling and reflection tool designed to allow an AI agent to explore topics and manage action items. It operates by writing to local markdown files within a dedicated workspace directory and includes explicit safety guidelines, such as respecting user privacy and restricting communication during automated (cron) sessions. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description (structured free-thinking, journaling, action-items) match the SKILL.md behavior: it creates/updates files under workspace/explorations and optionally creates action items for callbacks. There are no unrelated credential or binary requirements.
Instruction Scope
Instructions legitimately tell the agent to use its tools (web search, reading articles) and to write/append journal and action-item files in workspace/explorations. The wording 'use whatever's available to you' is broad and gives the agent discretion to use any enabled tools (search, message, etc.); however the SKILL.md also explicitly restricts sharing during cron/isolated sessions and limits proactive contacting to interactive sessions, which aligns with the described purpose.
Install Mechanism
Instruction-only skill with no install spec and no code files. Nothing is downloaded or written to disk by an installer beyond the normal journal files created at runtime.
Credentials
The skill declares no environment variables, no credentials, and no config paths. The file reads/writes it requires (explorations/*) are proportionate to a journaling/exploration assistant.
Persistence & Privilege
always:false and model invocation is allowed (default). The skill does not request permanent 'always' inclusion or modify other skills' configurations. Its persistence is limited to files it creates in its own workspace.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install open-thoughts - After installation, invoke the skill by name or use
/open-thoughts - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Fix: cron sessions no longer process action items or send messages. Exploration in isolated sessions is private thinking time.
v1.0.0
Initial release of Open Thoughts: Structured exploration and journaling for agents.
- Enables free-form topic exploration, journaling, and action item management.
- Supports parameters for topic, length (seconds), and callback (person/agent to notify).
- Journals each exploration in daily files and auto-adds action items when a callback is set.
- Suggests topics and maintains lists of pending and completed exploration-related tasks.
- Designed for both manual and automated/scheduled invocation.
- Emphasizes honest reflection, privacy, and ethical exploration.
Metadata
Frequently Asked Questions
What is Open Thoughts?
Structured free-thinking and exploration for agents. Invoke to explore a topic (or let the agent choose), journal the exploration, and manage action items. A... It is an AI Agent Skill for Claude Code / OpenClaw, with 317 downloads so far.
How do I install Open Thoughts?
Run "/install open-thoughts" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Open Thoughts free?
Yes, Open Thoughts is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Open Thoughts support?
Open Thoughts is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Open Thoughts?
It is built and maintained by Matt Culpepper (@mculp); the current version is v1.0.1.
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