| name | present-candidates |
| description | Analyze sub-directions within the user's chosen field and present ranked candidates. Combines sub-direction identification, skill-gap matching, and presentation into a single SOP. Depth scales by start mode: cold-start shows broad sub-directions, warm-start shows specific sub-problems, hot-start shows granular technical details. |
| execution | dialogue |
Present Candidates
Analyze + present sub-directions as ranked candidates.
Execution
Dialogue — inline, CC does the analysis and presents directly.
What to Do
- From broad-paper-search and deep-web-search results, identify distinct sub-directions within the chosen field
- For each sub-direction, assess: current activity level, gap size, skill fit with ActorProfile
- Rank and present to user
Depth Scales by Start Mode
- cold-start: "Here are the broad sub-directions you could pursue in [field]"
- warm-start: "Within [direction], here are the specific sub-problems and research tracks"
- hot-start: "For [specific topic], here are the granular knowledge points and technical details to consider"
What to Ask (one at a time)
- Which of these excites you most?
- Where do you think you could make a unique contribution?
Output
RankedCandidates[] + user's selection.
