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idea-discovery-robot - Discover Benchmark-Grounded Robotics Ideas

Runs a robotics-specific workflow for literature surveys, idea generation, novelty checking, feasibility pilots, and critical review.

Tags

Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Survey robotics literature
  • Frame robotics problems
  • Generate benchmark-grounded ideas
  • Filter candidate ideas
  • Design sim-first pilots
  • Check research novelty
  • Review ideas critically

Inputs

  • Robotics direction
  • Local project context
  • Simulator or benchmark assets
  • Offline logs or datasets
  • Compute budget
  • Safety constraints
  • Desired contribution type
  • User scope constraints

Outputs

  • Robotics problem frame
  • Robotics landscape matrix
  • Ranked candidate ideas
  • Sim-first pilot plans
  • Novelty-check results
  • Critical review feedback
  • Working notes

Requirements

  • Access to listed file and web tools
  • Research and idea-generation sub-skills
  • Codex MCP access
  • gpt-5.4 reviewer model
  • Explicit approval for real-robot pilots

Source

  • Spec: SKILL.md

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robotics
embodied AI
research ideation
literature survey
novelty checking
simulation-first
sim2real
benchmarking
Survey robotics literature
Frame robotics problems
Generate benchmark-grounded ideas
Filter candidate ideas
Robotics direction
Local project context
Simulator or benchmark assets
Robotics problem frame
Robotics landscape matrix
Ranked candidate ideas