idea-discovery-robot

Name: idea-discovery-robot
Availability: InStock
Author: KwongFuk

Coordinate robotics idea discovery workflows into structured innovation reports.

Updated Apr 10, 2026

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

Ready to run

npx skills add https://github.com/KwongFuk/codex-skills --skill idea-discovery-robot-kwongfuk

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: idea-discovery-robot
Source: https://github.com/KwongFuk/codex-skills/tree/main/global/idea-discovery-robot
Command: npx skills add https://github.com/KwongFuk/codex-skills --skill idea-discovery-robot-kwongfuk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinate and automate robotics idea discovery workflows to generate grounded, testable innovation plans.

Core Features & Use Cases

Orchestrates a multi-phase pipeline: literature survey, idea generation, novelty verification, and external review for robotics ideas.
Enforces robotics framing: embodiment, benchmarks, sim2real constraints, and evaluation criteria to produce sim-first, benchmark-grounded proposals.
Generates a structured final report with an evidence package, pilot plans, and a reviewer-ready narrative.

Quick Start

Invoke /idea-discovery-robot with a direction to start robotics framing and generate sim-first 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 testable robotics ideas grounded in simulation and benchmarks?▼

To generate testable robotics ideas grounded in simulation and benchmarks, you can automate an idea discovery pipeline that applies robotics framing across embodiment, sim2real constraints, and evaluation criteria to produce structured innovation plans.

What is the best way to automate a literature survey and novelty check for embodied AI research?▼

Automating a literature survey and novelty check for embodied AI requires orchestrating a multi-phase workflow that verifies idea novelty and packages findings into an evidence-backed, reviewer-ready narrative for external evaluation.

How do I create reviewer-ready robotics proposals with sim-first evaluation criteria?▼

Creating reviewer-ready robotics proposals with sim-first evaluation criteria involves coordinating an idea discovery workflow that enforces benchmarking constraints and outputs a structured final report with pilot plans and an evidence package.

Can I use an automated pipeline to enforce sim2real constraints when generating robotics innovation plans?▼

Yes, you can use an automated idea discovery pipeline to enforce sim2real constraints, ensuring your robotics innovation plans are benchmark-grounded and structured for external review readiness before physical testing.

What limitations exist when automating robotics idea generation across embodiment and benchmarking frameworks?▼

Automating robotics idea generation across embodiment and benchmarking frameworks limits outputs to sim-first, benchmark-grounded proposals, requiring subsequent physical validation to fully bridge the sim2real gap.

Why does my robotics idea discovery workflow need novelty verification before external review?▼

Robotics idea discovery workflows need novelty verification before external review to ensure generated concepts are grounded in prior literature surveys and produce a defensible, evidence-backed innovation plan.