airesearchorchestrator:insight - Interactive Research Intent Clarification
Engages users in Q&A to clarify and sharpen research intent before project initialization.
Tags
Updated: 2026-03-20Capabilities
Typical Inputs
Typical Outputs
What this skill does
- detect existing project
- generate targeted questions
- run interactive Q&A
- calculate clarity scores
- recommend next steps
- output results
Inputs
- research idea
- project root path
- user responses
- max rounds
- interactive mode
Outputs
- sharpened idea statement
- clarity score
- dimension scores
- generated questions
- recommended next action
- clarification documentation
Requirements
- Python 3 runtime environment
- file system access
- Read tool
- Write tool
- Bash tool
- Glob tool
- Grep tool
- AskUserQuestion tool