he-kaiming-style-research-skill - Analyze AI research with a Kaiming-style lens
Analyzes AI and computer vision research ideas, models, methods, and baselines through a public-source-derived Kaiming-style research perspective.
Tags
Updated: 2026-10-03Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Classify research questions
- Identify structural bottlenecks
- Design strong baselines
- Analyze model mechanisms
- Evaluate experimental evidence
- Challenge field assumptions
- Suggest research directions
- Simulate a research perspective
Inputs
- Research question
- Research idea
- Paper or model details
- Benchmark information
- Latest factual claims
- User perspective commands
Outputs
- Research perspective analysis
- Baseline recommendations
- Experiment recommendations
- Evidence-based caveats
- Perspective-simulation disclaimer
Requirements
- Public-source research basis
- First-party source access
- Current-fact retrieval capability