natural-language-plannerNatural 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.
Install via ClawdBot CLI:
clawdbot install bparticle/natural-language-plannerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec(Accesses system directories or attempts privilege escalation
sudo rmCalls external URL not in known-safe list
http://localhost:8080Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A freelance graphic designer juggling multiple client projects uses the planner to capture tasks from email conversations and organize them by client and deadline. The agent automatically tags tasks with client names and project types, helping the designer prioritize work and avoid missed deadlines through proactive check-ins.
A small software development team uses the planner during daily stand-up meetings to update task statuses from natural language updates like 'finished the login bug fix'. The agent organizes tasks into projects for each sprint, infers tags like 'bug' or 'frontend', and provides a Kanban dashboard for progress visualization.
A university research lab uses the planner to manage tasks across multiple studies, such as data collection, analysis, and paper writing. The agent captures tasks from lab meeting discussions, links dependencies like 'before analyzing data, complete participant recruitment', and groups related tasks into project folders for each study.
A retail store owner uses the planner to track inventory orders, marketing campaigns, and staff scheduling mentioned in casual conversations. The agent detects urgent tasks from phrases like 'need to restock shelves by Friday', sets due dates, and suggests projects for recurring activities like 'holiday sales preparation'.
An individual uses the planner to manage personal goals like home renovation, fitness routines, and hobby projects. The agent captures tasks from voice notes or chat messages, organizes them into projects like 'kitchen remodel', and uses check-ins to follow up on stale tasks to maintain momentum.
Offer a free basic version with local storage and core features, then charge a monthly subscription for cloud sync, team collaboration tools, and advanced analytics. Revenue comes from tiered plans targeting individual professionals and small teams, with upsells for enterprise integrations.
Sell customized versions to large organizations with features like API integrations, enhanced security, and dedicated support. Revenue is generated through annual licensing fees per user or department, with additional charges for training and maintenance services.
Develop a marketplace where third-party developers can sell plugins, templates, or integrations (e.g., with email clients or calendar apps). Revenue is earned through commission on sales and fees for featured listings, while the core planner remains free to attract users.
💬 Integration Tip
Integrate with existing tools like email or chat platforms to capture tasks directly from conversations, and use webhooks to sync with calendar apps for deadline reminders.
Scored Apr 19, 2026
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