scholarly-specialists - Coordinate multidisciplinary analysis of difficult problems.
Routes difficult problems to independent specialists, challenges assumptions, reviews current evidence, and evaluates synthesized solutions.
Tags
Updated: 2026-10-02multi-agentinterdisciplinary researchassumption analysisevidence evaluationexperimental researchsolution validation
Capabilities
Typical Inputs
What this skill does
- Normalize messy problem statements
- Route work to specialist profiles
- Challenge assumptions and proxies
- Review current experimental evidence
- Synthesize cross-disciplinary proposals
- Validate solutions with tests
- Surface unresolved disagreements
Inputs
- Problem statement
- Requested output
- Constraints and values
- Specialist profile references
- Current research sources
- Baseline and evaluation criteria
Outputs
- Canonical problem envelope
- Independent specialist briefs
- Assumption and evidence audit
- Synthesized solution candidates
- Validation results and comparisons
- Final report with disagreements
Requirements
- Access to specialist reference assets
- Subagent orchestration support
- Current research access when needed
- Simulation tools when validation requires them