Agent skill

Taixu Debate

by fainshare in fainshare/Liam-Skills

五角色四轮混合盲辩压测:奥斯本/黑格尔/贝叶斯/费曼/德博诺(发散/收敛/验证/审查/归真) 对高 stakes 命题(投资决策/战略选择/认知求真)对撞辩论,产出辩论精华 + 三区(共识/分歧/未决)+ 综合判断。

No licenceAuto-check passedAgent Workflows

Install Taixu Debate

skills CLI
$ npx skills add fainshare/Liam-Skills --skill taixu-debate -a claude-code

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

GitHub CLI
$ gh skill install fainshare/Liam-Skills taixu-debate --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/fainshare/Liam-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/taixu-debate .claude/skills/taixu-debate && 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
taixu-debate
GitHub stars
113
Token cost
~1.5k tokens
SKILL.md length
370 words
Files
13 (incl. scripts, references)
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

五角色四轮混合盲辩压测:奥斯本/黑格尔/贝叶斯/费曼/德博诺(发散/收敛/验证/审查/归真) 对高 stakes 命题(投资决策/战略选择/认知求真)对撞辩论,产出辩论精华 + 三区(共识/分歧/未决)+ 综合判断。

  • Works in 7 steps: R1 盲立论(parallel fan-out):5… → 西塞罗汇总:将 5 份立论合并为公开记录 → R2 交叉回应(parallel fan-out):每角色收到自己立论回放 +… → …
  • Agent Workflows work in your project
  • SKILL.md covers 概述, 场景限定(R6), 三层编排架构 and 辩论协议概述, plus 4 more sections
  • Runs JavaScript scripts from its folder

What it does

Taixu Debate is an agent skill from fainshare/Liam-Skills. 五角色四轮混合盲辩压测:奥斯本/黑格尔/贝叶斯/费曼/德博诺(发散/收敛/验证/审查/归真) 对高 stakes 命题(投资决策/战略选择/认知求真)对撞辩论,产出辩论精华 + 三区(共识/分歧/未决)+ 综合判断。 触发词:辩论、辩论一下、太虚辩论、混合盲辩、taixu-debate、/taixu-debate。 NOT for: 日常分析、pipeline 替代、低 stakes 命题、不可证伪的泛论。

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `manifest.json`, `references/debate-protocol.md` and `references/role-registry.md`).

It sits in Agent Workflows.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/taixu-debate”

Requirements

  • Node.js

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. R1 盲立论(parallel fan-out):5 角色各自独立对辩题立论,互相不可见
  2. 西塞罗汇总:将 5 份立论合并为公开记录
  3. R2 交叉回应(parallel fan-out):每角色收到自己立论回放 + 他方立论原文,接力反驳须引用具体论点。贝叶斯可在此轮发起一次补充检索(≤3 次 WebSearch),结果追加公开记录供 R3 使用
  4. 西塞罗汇总 #2:将 R2 回应合并为公开记录;标注全场盲区(只标注不引导,注入 R3 task prompt——R4 终辩禁开新战线,R3 是最后一个能承接新维度的发言轮)
  5. R3 防御/修正(parallel fan-out):每角色收到自己 R1+R2 回放 + 他方 R2 原文,防御自身被攻击的论点或修正立场,须引用具体论点
  6. 西塞罗汇总 #3:合并 R3 为公开记录;为每个角色编译开放战线清单(他方 R3 的新攻击/新论证/修正后立场中与该角色相关的条目)
  7. R4 检验交锋与终辩声明(默认沉默制):仅开放战线非空的角色发言。前半段「检验交锋」逐条回应开放战线(只引用 R3);后半段「终辩声明」给出终态立场 + 让步清单,禁开新战线。开放战线全空则跳过 R4 直接出报告

What it can do on your machine

Read from SKILL.md and the folder at commit 931ecc9. 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

    Ships 1 file in scripts/ (JavaScript), which the agent can run.

    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

Taixu Debate loads about 1.5k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 55 tokens; SKILL.md has 370 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~18k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 370 words (~1,457 tokens).

“高 stakes 命题定论前(投资决策、战略选择、认知求真),太虚五转提供串联审查范式(pipeline 顺序执行),但缺少五角色四轮对撞的压测机制。taixu-debate 让五位大师人格——奥斯本(发散)、黑格尔(收敛)、贝叶斯(验证)、费曼(审查)、德博诺(归真)——在同一辩题上同时盲立论,交叉回应后防御/修正立场,产出辩论精华 + 三区(共识/分歧/未决)+ 综合判断 + 按命题类型分流的结论产出。”

— opening of SKILL.md by fainshare
name
taixu-debate
display_name
太虚辩论(混合盲辩)
version
0.8.0
kind
composed
visibility
public
last_updated
2026-07-20
metadata.stage
太虚五转衍生(独立姊妹 skill)
metadata.risk
medium
metadata.status
active
metadata.origin_skill
taixu-debate-skill-spec-2026-07-17

Read the full SKILL.md on GitHub

Files

SKILL.md and 12 other files (scripts, references) in skills/taixu-debate of fainshare/Liam-Skills.

  • SKILL.md
  • manifest.json
  • references/debate-protocol.md
  • references/role-registry.md
  • references/roles/auditor.md
  • references/roles/convergent.md
  • references/roles/divergent.md
  • references/roles/host.md
  • references/roles/integrator.md
  • references/roles/verifier.md
  • references/validation-experiment.md
  • scripts/workflow.js
  • templates/report-template.md

Open the folder on GitHubat commit 931ecc9

Compare with similar skills

Taixu Debate 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.

Taixu Debate compared with similar skills
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Taixu Debate this skillfainshare/Liam-Skills113—~1.5kAutomated safety check: PassNone
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Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79589 repos~8.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Taixu Debate

What does Taixu Debate do?

五角色四轮混合盲辩压测:奥斯本/黑格尔/贝叶斯/费曼/德博诺(发散/收敛/验证/审查/归真) 对高 stakes 命题(投资决策/战略选择/认知求真)对撞辩论,产出辩论精华 + 三区(共识/分歧/未决)+ 综合判断。. Taixu Debate is an agent skill from fainshare/Liam-Skills.

When should I use Taixu Debate?

Taixu Debate fits situations like: agent Workflows work in your project.

How do I install Taixu Debate in Claude Code?

Run `npx skills add fainshare/Liam-Skills --skill taixu-debate -a claude-code`. Or copy the skill folder (skills/taixu-debate in fainshare/Liam-Skills) into .claude/skills/taixu-debate in your project. Claude Code loads it when a task matches its description.

How do I install Taixu Debate in Codex?

Run `npx skills add fainshare/Liam-Skills --skill taixu-debate -a codex`. Or copy the skill folder (skills/taixu-debate in fainshare/Liam-Skills) into .agents/skills/taixu-debate in your project. Codex loads it when a task matches its description.

Can I use Taixu Debate 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 fainshare/Liam-Skills --skill taixu-debate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/taixu-debate, .gemini/skills/taixu-debate, .github/skills/taixu-debate and .opencode/skills/taixu-debate in your project.

What does Taixu Debate need to run?

Going by SKILL.md and its folder, Taixu Debate needs JavaScript for the scripts in its folder. Our summary lists: Node.js.

Does Taixu Debate 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 Taixu Debate 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Taixu Debate use?

No licence was found for Taixu Debate or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Taixu Debate use?

About 1.5k tokens (SKILL.md is roughly 5.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 16k tokens, read only when the agent opens those files.

What are the alternatives to Taixu Debate?

Skills that share tags, products or a category with Taixu Debate: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Taixu Debate?

fainshare (a GitHub user) maintains it in fainshare/Liam-Skills, which has 113 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 12, 2026.

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