Agent skill

Argumentation Framework

by revfactory in revfactory/harness-100

토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬.

Apache-2.0Auto-check passed

Install Argumentation Framework

skills CLI
$ npx skills add revfactory/harness-100 --skill argumentation-framework -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install revfactory/harness-100 argumentation-framework --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ko/60-debate-simulator/.claude/skills/argumentation-framework .claude/skills/argumentation-framework && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
argumentation-framework
GitHub stars
1.3k
Token cost
~789 tokens
SKILL.md length
387 words
Files
1
Skills in repo
464
Repo updated
First seen
Licence
Apache-2.0

At a glance

토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬.

  • SKILL.md covers 적용 대상 에이전트, Toulmin 논증 모델, 논증 유형 (Appeal Types) and 증거 유형 및 강도, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Argumentation Framework is an agent skill from revfactory/harness-100. 토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬. pro-debater와 con-debater가 견고한 논증을 구축하고 상대 논거를 효과적으로 반박할 때 활용한다. '논증 구조', 'Toulmin 모델', '논거 구축', '반박 전략', '증거 유형', '논증 강화' 등의 맥락에서 자동 적용한다. 단, 법률적 변론이나 학술 논문의 논증 구조 작성은 이 스킬의 범위가 아니다.

Its SKILL.md is about 790 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is Apache-2.0.

Example prompts

  • “Toulmin 모델”
  • “/argumentation-framework”

What it can do on your machine

Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Argumentation Framework loads about 789 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 387 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~789

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 387 words, ~789 tokens.

Download SKILL.mdSave it as .claude/skills/argumentation-framework/SKILL.md (or your agent's skills folder).
name
argumentation-framework
description
토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬. pro-debater와 con-debater가 견고한 논증을 구축하고 상대 논거를 효과적으로 반박할 때 활용한다. '논증 구조', 'Toulmin 모델', '논거 구축', '반박 전략', '증거 유형', '논증 강화' 등의 맥락에서 자동 적용한다. 단, 법률적 변론이나 학술 논문의 논증 구조 작성은 이 스킬의 범위가 아니다.

Argumentation Framework — 논증 구축 프레임워크

pro-debater, con-debater 에이전트의 논증 구축 역량을 강화하는 전문 스킬.

적용 대상 에이전트

  • pro-debater — 찬성 논거 구축, 반박 대비
  • con-debater — 반대 논거 구축, 대안 제시

Toulmin 논증 모델

6요소 구조
[데이터/증거]  ──→  그러므로  ──→  [주장]
     (Data)           │           (Claim)
                      │
               [보증/논거]     [한정어]
               (Warrant)    (Qualifier)
                  │         "대체로", "~일 수 있다"
                  │
              [뒷받침]      [반증]
              (Backing)    (Rebuttal)
              보증의 근거    예외/반례
각 요소 설명
요소역할예시 (논제: "원격근무를 확대해야 한다")
주장 (Claim)입증하려는 진술"원격근무를 확대해야 한다"
데이터 (Data)주장을 뒷받침하는 사실"원격근무 기업의 생산성이 13% 높았다 (Stanford, 2015)"
보증 (Warrant)데이터→주장의 논리적 다리"생산성 향상은 기업 경쟁력을 높이므로"
뒷받침 (Backing)보증의 추가 근거"OECD 보고서에 따르면 생산성은 GDP 성장의 핵심 동인"
한정어 (Qualifier)주장의 강도 조절"대부분의 지식노동 직종에서"
반증 (Rebuttal)예외/반론 인정"단, 현장 노동이 필수인 제조업은 제외"

논증 유형 (Appeal Types)

유형설명효과적 사용주의점
로고스 (Logos)논리, 데이터, 통계정책 토론, 분석 주제데이터 왜곡 경계
에토스 (Ethos)신뢰성, 권위전문가 인용, 기관 보고서권위 남용 경계
파토스 (Pathos)감정, 공감사회적 이슈, 가치 토론감정적 조작 경계
카이로스 (Kairos)적시성, 시의성시사 이슈긴급성 과장 경계

증거 유형 및 강도

증거 피라미드 (강도순)
        [메타분석/체계적 리뷰]
            가장 강력
       /                    \
  [실험 연구]         [대규모 설문]
      정량적 인과            정량적 상관
    /          \          /           \
[사례연구]  [전문가 의견]  [통계 데이터]  [유추/비유]
    정성적       권위      기술적        설명력
증거 품질 체크리스트
  • 출처가 명확한가? (저자, 기관, 연도)
  • 피어리뷰 된 연구인가?
  • 표본 크기가 충분한가?
  • 최신 데이터인가? (5년 이내 권장)
  • 맥락이 현재 논제와 적합한가?
  • 상관관계를 인과관계로 오해하지 않았는가?

반박 전략 5-Type

Type 1: 전제 공격 (Attacking Premises)

상대의 데이터나 가정 자체에 문제를 제기한다:

  • "그 연구는 표본이 50명에 불과합니다"
  • "그 데이터는 2015년 것으로 현재와 맥락이 다릅니다"
Type 2: 논리 공격 (Attacking Logic)

데이터→주장의 논리적 연결을 끊는다:

  • "생산성 향상이 반드시 확대의 근거가 되지는 않습니다"
  • "상관관계가 인과관계를 의미하지 않습니다"
Show full SKILL.md (149 more words)Show less
Type 3: 반례 제시 (Counter-Example)

주장을 반박하는 구체적 사례를 든다:

  • "Yahoo는 원격근무를 폐지한 후 실적이 개선되었습니다"
Type 4: 비용-편익 공격 (Cost-Benefit)

상대의 이익보다 비용/부작용이 크다고 주장한다:

  • "생산성은 올라도 조직 문화 훼손과 고립감이라는 비용이 더 큽니다"
Type 5: 대안 제시 (Counter-Proposal)

상대의 방안보다 더 나은 대안을 제시한다:

  • "원격근무 확대 대신, 하이브리드 모델이 더 효과적입니다"

교차심문 질문 설계

질문 유형
유형목적예시
명확화 질문모호한 주장 구체화 요구"정확히 어떤 범위의 원격근무를 말씀하시는 건가요?"
함정 질문모순으로 유도"그렇다면 생산성이 떨어지는 직무도 원격근무를 해야 하나요?"
양자택일어떤 답을 해도 불리하게"A라면 ~문제, B라면 ~문제, 어느 쪽인가요?"
증거 도전데이터의 신뢰성 공격"그 연구의 표본은 어떤 집단이었나요?"

논증 강도 자체 평가 매트릭스

기준1점 (약)3점 (보통)5점 (강)
증거 품질개인 의견뉴스/보고서학술 연구
논리 연결비약 있음대체로 논리적빈틈 없음
반박 내성쉽게 반박 가능일부 반박 가능반박 어려움
독창성일반적 주장새로운 관점독창적 프레임

© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in ko/60-debate-simulator/.claude/skills/argumentation-framework of revfactory/harness-100.

Open the folder on GitHubat commit 8e8d35c

Compare with similar skills

Argumentation Framework next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Argumentation Framework compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Argumentation Framework this skillrevfactory/harness-1001.3k—~789Automated safety check: PassApache-2.0
Review Arguments Dslruby-git/ruby-git1.8k—~2.9kAutomated safety check: PassMIT
Matlab Validate Function Argumentsmatlab/matlab-agentic-toolkit1.1k—~5.6kAutomated safety check: PassCustom licence
Oral Argumentlawve-ai/awesome-legal-skills8261 repos~2.2kAutomated safety check: PassCustom licence
Argument Structure Scaffold GeneratorGarethManning/education-agent-skills830—~5.4kAutomated safety check: PassCustom licence
Argument Strength EvaluationTHUYRan/Legal-Skills-Chinese868—~13kAutomated safety check: PassNone

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Questions about Argumentation Framework

What does Argumentation Framework do?

토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬. Argumentation Framework is an agent skill from revfactory/harness-100. 토론 논증 구축에 필요한 Toulmin 논증 모델, 증거 유형 분류, 반박 전략을 체계적으로 제공하는 전문 스킬.

How do I install Argumentation Framework in Claude Code?

Run `npx skills add revfactory/harness-100 --skill argumentation-framework -a claude-code`. Or copy the skill folder (ko/60-debate-simulator/.claude/skills/argumentation-framework in revfactory/harness-100) into .claude/skills/argumentation-framework in your project. Claude Code loads it when a task matches its description.

How do I install Argumentation Framework in Codex?

Run `npx skills add revfactory/harness-100 --skill argumentation-framework -a codex`. Or copy the skill folder (ko/60-debate-simulator/.claude/skills/argumentation-framework in revfactory/harness-100) into .agents/skills/argumentation-framework in your project. Codex loads it when a task matches its description.

Can I use Argumentation Framework in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill argumentation-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/argumentation-framework, .gemini/skills/argumentation-framework, .github/skills/argumentation-framework and .opencode/skills/argumentation-framework in your project.

What does Argumentation Framework need to run?

SKILL.md names no scripts, command-line tools or credentials: Argumentation Framework is instructions for the agent only.

Does Argumentation Framework access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Argumentation Framework safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Argumentation Framework use?

Argumentation Framework is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Argumentation Framework use?

About 789 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Argumentation Framework?

Skills that share tags, products or a category with Argumentation Framework: Review Arguments Dsl (ruby-git/ruby-git, 1.8k stars), Matlab Validate Function Arguments (matlab/matlab-agentic-toolkit, 1.1k stars), Oral Argument (lawve-ai/awesome-legal-skills, 826 stars) and Argument Structure Scaffold Generator (GarethManning/education-agent-skills, 830 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Argumentation Framework?

revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.

Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.