An AI-powered optimization tool designed to create personalized, high-impact itineraries for academic and scientific conferences.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install conference-schedule-optimizer
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install conference-schedule-optimizer using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Conference Schedule Optimizer?
The Conference Schedule Optimizer is a professional-grade tool within the Openclaw Skills library that helps researchers and medical professionals navigate dense event programs. Instead of manual scheduling, this skill uses a weighted prioritization matrix to evaluate sessions based on topic relevance, speaker reputation, and career value. It is specifically designed to handle the unique demands of scientific meetings, where networking and poster sessions are as critical as formal presentations.
By leveraging this skill, users can transform raw PDF programs into structured, conflict-free calendars. It goes beyond simple time-blocking by incorporating travel time calculations between venue halls and providing strategic advice for networking, ensuring that every hour spent at a conference contributes to the user's research goals and professional development.
Conference Schedule Optimizer Use Cases
- Automating session selection for large-scale international conferences like ASHG, SFN, or AGU.
- Strategizing networking opportunities by identifying and scheduling meetings with key researchers and institutions.
- Managing time efficiently for poster presenters who need to balance their own presentations with attending high-value talks.
- Resolving overlapping session conflicts through automated strategies like delegation or recording requests.
How Conference Schedule Optimizer Works
- Import conference data by providing a program PDF or a list of sessions to the Openclaw Skills interface.
- Define specific research interests, career objectives (e.g., job seeking), and physical constraints like walking speed.
- The system applies a prioritization matrix to score every available session based on its potential ROI.
- An optimization algorithm generates a conflict-free schedule, automatically inserting buffer times and lunch breaks.
- The final itinerary is exported as an iCal file for mobile sync or a CSV for detailed networking tracking.
Conference Schedule Optimizer Setup
To integrate this tool into your workflow, ensure you have the core environment ready. This skill is part of the broader Openclaw Skills ecosystem and can be initialized via CLI:
# Install dependencies
pip install conference-scheduler-optimizer
# Generate a schedule from a PDF program
python scripts/schedule_optimizer.py --program program.pdf --interests "genomics,bioinformatics" --output my_schedule.ics
Conference Schedule Optimizer Data Schema & Taxonomy
The skill organizes conference metadata and user preferences into a structured format to ensure high-fidelity schedule generation:
| Component | Format | Description |
|---|---|---|
| Prioritization Matrix | JSON/Dict | Weights for topic relevance (35%), speaker impact (25%), and networking (20%). |
| Constraints | Dictionary | User-defined rules like 'max_consecutive_sessions' and 'must_attend' lists. |
| Venue Map | PDF/Vector | Used to calculate walking times between different conference rooms. |
| Export Format | .ics / .csv | Standard calendar files and networking target spreadsheets. |
Conference Schedule Optimizer Advanced Features
- Dynamic travel time calculator that adjusts for venue size and walking speed (including 'poster tube' speed adjustments).
- Advanced conflict resolution strategies such as Attend + Record, Split Time, or Team Delegation.
- Role-specific optimization patterns tailored for first-time attendees, job seekers, and presenters.
- Real-time update capabilities to sync schedule changes, room shifts, or last-minute cancellations during the event.
SKILL.md
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