idea-discovery-robot

Generate and evaluate robotics ideas through literature survey and novelty analysis.

2|Updated Mar 29, 2026

Search Tags:#robotics #idea-generation #embodied-ai #novelty-check #literature-survey #robotics-framework

Ready to run

npx skills add https://github.com/satsuki-64/MiniAgentWorkflow --skill idea-discovery-robot-satsuki-64

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: idea-discovery-robot
Source: https://github.com/satsuki-64/MiniAgentWorkflow/tree/main/.skills/idea-discovery-robot
Command: npx skills add https://github.com/satsuki-64/MiniAgentWorkflow --skill idea-discovery-robot-satsuki-64

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Frustration-free generation and evaluation of robotics ideas by framing problems, surveying robotics literature, and filtering concepts into actionable plans.

Core Features & Use Cases

End-to-end robotics idea discovery pipeline grounded in embodied AI constraints (embodiment, task family, environment, observation and action interfaces).
Phase-driven workflow: frame problem, literature survey, idea creation and filtering, novelty verification, and external review.
Generates a ranked set of actionable ideas with explicit evaluation criteria and pilot plans.

Quick Start

Describe your robotics direction and run the idea discovery workflow to generate a ranked set of actionable ideas.

Frequently Asked Questions about idea-discovery-robot

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate and evaluate robotics ideas for embodied AI?▼

You generate and evaluate robotics ideas by framing problems, surveying literature, filtering concepts, and verifying novelty through a structured workflow. This produces a final IDEA_REPORT alongside a ranked actionable plan.

What is the best way to survey robotics literature for novel manipulation or locomotion concepts?▼

The best way to survey robotics literature is using a phase-driven workflow that frames your embodied AI constraints, queries relevant sources, and filters concepts into actionable pilot plans.

Can I use this idea discovery workflow for drone navigation and simulation-first tasks?▼

Yes, the idea discovery workflow applies to robotics domains including drone navigation and embodied AI, emphasizing simulation-first evaluation and clear metrics to produce ranked ideas.

What do I need to start framing robotics problems and evaluating embodied AI ideas?▼

You need a Robotics Problem Frame, access to relevant literature sources, and defined evaluation metrics to systematically produce a ranked set of actionable ideas and pilot plans.

How does novelty verification work in a robotics idea generation pipeline?▼

Novelty verification in a robotics idea generation pipeline cross-references created concepts against surveyed literature to ensure uniqueness before generating a final IDEA_REPORT and ranked plan.

Are there limitations to using a structured pipeline for embodied AI idea discovery?▼

The structured pipeline requires predefined evaluation metrics and a clear Robotics Problem Frame upfront; without these inputs, generating a reliable IDEA_REPORT or ranked pilot plan is not possible.