Natural Language Planner
What this skill does
Natural language task and project management. Use when the user talks about things they need to do, projects they're working on, tasks, deadlines, or asks for a project overview / dashboard. Captures tasks from conversation, organises them into projects, tracks progress, and serves a local Kanban dashboard.
Natural Language Planner is part of the Automation & Workflows category — automation and workflow skills that schedule, trigger, and orchestrate tasks. You can install it on its own or alongside other automation & workflows skills from the OpenClaw catalog.
How to install Natural Language Planner
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
natural-language-plannerand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add Natural Language Planner with a single command:
openclaw skills add natural-language-planner
This pulls natural-language-planner from ClawHub and installs it into ~/.openclaw/skills/natural-language-planner/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Natural Language Planner
Once installed, Natural Language Planner activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
natural-language-planner-0.1.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/natural-language-planner/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Natural Language Planner?
Install Natural Language Planner in the OpenClaw Easy desktop app by opening the Skills panel, searching for natural-language-planner, and clicking Install. From a terminal you can run: openclaw skills add natural-language-planner. Either way the skill is placed in ~/.openclaw/skills/natural-language-planner/.
Is Natural Language Planner free?
Yes. Natural Language Planner is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does Natural Language Planner do?
Natural language task and project management.
Related: more automation & workflows skills
If Natural Language Planner looks useful, you may also want to check out other automation & workflows skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models