idea-discovery-robot

A robotics idea discovery pipeline chains literature survey, idea generation, novelty checks, and critical review into a repeatable workflow. It transforms broad directions into concrete, benchmark-grounded concepts ready for evaluation.

Simulation-first evaluation in embodied AI requires grounding new ideas in explicit success and failure metrics before physical testing. This skill enforces such benchmark-grounded evaluation for tasks like manipulation, navigation, and locomotion during idea generation.

You can check the novelty of a robotics manipulation idea by running the novelty verification stage within this discovery pipeline. It cross-references generated concepts against existing literature surveys to ensure originality before critical review.

Yes, this pipeline supports navigation and locomotion task framing. The skill explicitly targets embodied AI tasks including manipulation, navigation, and locomotion, providing structured roadmap planning and robotics framing for these domains.

Deliverables from a robotics idea discovery workflow include structured problem framing, roadmap planning, novelty verification results, and external critical review. The pipeline outputs benchmark-grounded ideas with explicit success and failure metrics.