embodied-task-decompositionDecompose complex physical tasks into atomic subtasks for robot execution. Use when user provides: (1) An image showing a physical scene (indoor/outdoor), an...
Install via ClawdBot CLI:
clawdbot install nanaoisong/embodied-task-decompositionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 24, 2026
A home robot receives an image of a messy kitchen counter and instruction to prepare a sandwich. The skill decomposes into subtasks like 'take bread from bag with right gripper', 'slice tomato with left gripper', etc.
A warehouse robot sees a shelf with various items and gets an instruction to pick specific products for an order. The skill breaks down the task into individual picks, specifying gripper and target location.
A cleaning robot in a hospital views a patient room and receives instruction to sterilize surfaces. The skill decomposes into subtasks like 'spray disinfectant on bedside table with right gripper', 'wipe handrail with left gripper'.
A garden robot sees a flower bed and gets instruction to plant seeds. The skill decomposes into 'dig hole with right gripper', 'place seed in hole with left gripper', 'cover with soil with left gripper'.
An office robot receives an image of a cluttered desk and instruction to organize it. The skill breaks down into subtasks like 'pick pen from desk with right gripper', 'place pen in holder with left gripper'.
Offer the skill as a cloud API that robot manufacturers integrate into their systems. Customers pay per decomposition request or subscription.
License the skill to robot OEMs for embedding into their robot's onboard software. Charged per robot unit sold.
Provide professional services to customize the skill for specific industries or integrate with existing automation workflows.
💬 Integration Tip
Integrate the skill with your robot's vision pipeline to automatically trigger decomposition upon receiving image and text input, and ensure the action bank is tailored to your robot's capabilities.
Scored May 24, 2026
Enterprise-grade ClickUp project management integration with advanced reporting, multi-workspace support, and client/project tracking. Core capabilities: (1) Multi-workspace task management with automatic workspace switching, (2) Advanced analytics & reporting (task counts, assignee breakdowns, status/priority analysis, daily standup reports) with automatic subtask inclusion and pagination, (3) Client folder organization with project tracking, (4) Full CRUD operations for spaces, folders, lists, tasks, and custom fields, (5) Time tracking & timer management with billing support, (6) Document creation and page management (API v3), (7) Task dependencies, linking, and relationship mapping, (8) Sales pipeline tracking with prospect/project status, (9) Retainer & recurring billing management. Built for agencies managing multiple clients across complex workspace hierarchies.
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