argumentation-framework

Argumentation Framework — Argument Construction Framework

A specialized skill that enhances the pro-debater and con-debater agents' argumentation capabilities.

Target Agents

• pro-debater — Pro argument construction, rebuttal preparation
• con-debater — Con argument construction, alternative proposals

Toulmin Argument Model

6-Element Structure

[Data/Evidence]  -->  Therefore  -->  [Claim]
     (Data)             |           (Claim)
                        |
                  [Warrant]       [Qualifier]
                  (Warrant)      "generally," "may"
                     |
                  [Backing]      [Rebuttal]
                  (Backing)     (Rebuttal)
              Warrant's support   Exceptions/counterexamples

Element Descriptions

Element	Role	Example (Resolution: "Remote work should be expanded")
Claim	Statement to be proven	"Remote work should be expanded"
Data	Facts supporting the claim	"Remote workers' productivity was 13% higher (Stanford, 2015)"
Warrant	Logical bridge from data to claim	"Because productivity gains increase corporate competitiveness"
Backing	Additional support for the warrant	"OECD reports identify productivity as the key driver of GDP growth"
Qualifier	Adjusts claim strength	"For most knowledge-work occupations"
Rebuttal	Acknowledges exceptions/counterarguments	"Excluding manufacturing where on-site work is essential"

Argument Types (Appeal Types)

Type	Description	Effective Use	Caution
Logos	Logic, data, statistics	Policy debates, analytical topics	Guard against data distortion
Ethos	Credibility, authority	Expert citations, institutional reports	Guard against authority abuse
Pathos	Emotion, empathy	Social issues, value debates	Guard against emotional manipulation
Kairos	Timeliness, relevance	Current events	Guard against urgency exaggeration

Evidence Types and Strength

Evidence Pyramid (by strength)

        [Meta-analysis / Systematic Review]
              Strongest
       /                        \
  [Experimental Studies]    [Large-Scale Surveys]
    Quantitative causal       Quantitative correlational
    /          \              /              \
[Case Studies]  [Expert Opinion]  [Statistical Data]  [Analogy]
   Qualitative     Authority        Descriptive      Explanatory

Evidence Quality Checklist

• Is the source clearly identified? (Author, institution, year)
• Is it peer-reviewed research?
• Is the sample size sufficient?
• Is the data recent? (Within 5 years recommended)
• Is the context appropriate for the current resolution?
• Is correlation being mistaken for causation?

5-Type Rebuttal Strategies

Type 1: Attacking Premises

Challenge the opponent's data or assumptions directly:

• "That study had a sample of only 50 people"
• "That data is from 2015 and the context has changed"

Type 2: Attacking Logic

Break the logical connection from data to claim:

• "Productivity gains do not necessarily justify expansion"
• "Correlation does not imply causation"

Type 3: Counter-Example

Present specific cases that refute the claim:

• "Yahoo saw improved performance after eliminating remote work"

Type 4: Cost-Benefit Attack

Argue that costs/side effects outweigh the benefits:

• "Productivity may rise, but organizational culture damage and isolation are even greater costs"

Type 5: Counter-Proposal

Present an alternative better than the opponent's approach:

• "Instead of expanding remote work, a hybrid model is more effective"

Cross-Examination Question Design

Question Types

Type	Purpose	Example
Clarification	Demand specificity on vague claims	"Exactly what scope of remote work are you referring to?"
Trap	Lead to contradiction	"Then should jobs where productivity drops also go remote?"
Dilemma	Either answer is disadvantageous	"If A, then [problem]; if B, then [problem]. Which is it?"
Evidence challenge	Attack data reliability	"What population was sampled in that study?"

Argument Strength Self-Assessment Matrix

Criterion	1 pt (Weak)	3 pts (Average)	5 pts (Strong)
Evidence quality	Personal opinion	News/reports	Academic research
Logical connection	Contains leaps	Generally logical	Airtight
Rebuttal resistance	Easily rebutted	Partially rebuttable	Hard to rebut
Originality	Common argument	New perspective	Original framework