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: INLINECODE0
• Daily index: INLINECODE1
• Lessons append target: INLINECODE2

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.