Debate Learning Workflow

Use this skill to run structured, high-rigor debates that produce transferable learning.

Core Rules

• Minimum 20 rounds per topic.
• Judge-gated continuation if critical loopholes remain.
• Hard stop at 40 rounds.
• Openings must include Claim + Evidence + Source.
• Unsupported openings are invalid and must be revised.
• Every round logs:
• loophole found
• why loophole exists
• concrete fix for next round

Roles

• Debater A
• Debater B
• Opponent3 (alternative/challenger model)
• Judge (evidence quality + unresolved uncertainty)

Output Files

• Topic file: ~/Desktop/debate/YYYY-MM-DD-topic.md
• Daily index: ~/Desktop/debate/YYYY-MM-DD-index.md
• Lessons append target: ~/Desktop/lessons.md

Universalization Quality Gate

Every generalized lesson must include:

1) Trigger condition

2) Loophole/failure pattern

3) Root cause

4) Corrective action

5) Measurable metric/threshold

6) Boundary conditions

7) Transfer examples in at least 2 other fields

If any field is missing, lesson is INVALID and must be rewritten.