人文写作助手 是 AI Skill Hub 本期精选Claude技能之一。综合评分 8.0 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。
人文写作助手 是一款基于 Python 开发的开源工具,专注于 academic-writing、bilingual、claude-skill 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
人文写作助手 是一款基于 Python 开发的开源工具,专注于 academic-writing、bilingual、claude-skill 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
# 方式一:pip 安装(推荐)
pip install humanities-writing-companion
# 方式二:虚拟环境安装(推荐生产环境)
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install humanities-writing-companion
# 方式三:从源码安装(获取最新功能)
git clone https://github.com/tizzy916/humanities-writing-companion
cd humanities-writing-companion
pip install -e .
# 验证安装
python -c "import humanities_writing_companion; print('安装成功')"
# 命令行使用
humanities-writing-companion --help
# 基本用法
humanities-writing-companion input_file -o output_file
# Python 代码中调用
import humanities_writing_companion
# 示例
result = humanities_writing_companion.process("input")
print(result)
# humanities-writing-companion 配置文件示例(config.yml) app: name: "humanities-writing-companion" debug: false log_level: "INFO" # 运行时指定配置文件 humanities-writing-companion --config config.yml # 或通过环境变量配置 export HUMANITIES_WRITING_COMPANION_API_KEY="your-key" export HUMANITIES_WRITING_COMPANION_OUTPUT_DIR="./output"
An agent skill for humanities scholars whose primary deliverable is a long-form argumentative text — history, philosophy, literature, cultural studies, art history, religious studies, classics. Written in the open Agent Skills (SKILL.md) format — works with Claude Code, the Claude Agent SDK, and any agent that supports the format.
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📖 Wiki · 中文版 README · Skill source · English · Skill source · 中文
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Shen Cong — BFA, Experimental Art, Central Academy of Fine Arts (CAFA); MA, History of Science, Tsinghua University (advisor: Hu Yilin); Founder & CEO of Tianyu Vision, a sci-art studio working on scientific visualization, science communication, and sci-art convergence.
This skill came out of writing the author's own MA thesis, Technical Liberalism. He noticed that almost every AI writing tool on the market pulled toward polishing and averaging — whereas humanities scholarship needs the opposite: protecting the author's scholarly voice, stress-testing argumentative rigor, and surviving adversarial peer review. So he built this skill — not to write for him, but to read for him, delivering at each of four layers (basic rigor / argument development / paragraph function / sentence-level expression) the kind of critique a real humanities scholar would actually give.
📮 GitHub @tizzy916 · shencong916@gmail.com · Corrections, collaboration, and conversation welcome.
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After installing, start a new conversation and either:
humanities-writing-companion should appear in the list; orIf neither works, check that the folder sits directly under ~/.claude/skills/ (i.e., ~/.claude/skills/humanities-writing-companion/SKILL.md exists) and restart Claude Code.
A real example of the four-layer critique in action. Author's draft paragraph (English translation of a Chinese-language thesis chapter on Stiegler):
Before. Stiegler's pharmakon concept shows that technology is both poison and remedy. AI is therefore a pharmakon as well. We must be careful in our use of AI, lest we fall into its negative effects. As Stiegler said, technology is a double-edged sword.
The skill's response, top-down, four layers:
🔴 Layer 1 · Foundation — Argument standing
The paragraph claims pharmakon = "double-edged sword." Stiegler explicitly
rejects this equivalence (WMLWL, p. 12): pharmakon is curative AND
destructive AT THE SAME TIME, not alternately, and the destructive force
is proportional to the curative one. "Double-edged sword" implies a
user-choice framing; pharmakon implies a structural condition that
precedes user choice. This is not nuance — it is the whole point of
borrowing the concept from Derrida.
Verdict: Foundation broken. Do not proceed to lower layers until fixed.
🟡 Layer 2 · Structure — Argument unfolding (deferred until L1 fixed)
🟢 Layer 3 · Paragraph (deferred)
⚪ Layer 4 · Sentence (deferred)
After the author rewrites the foundation, the same paragraph might become:
After. In Stiegler's framework — extended from Derrida's reading of Plato's Phaedrus — pharmakon names a structural condition rather than a moral choice: a technology's curative force is inseparable from and proportional to its destructive force (Stiegler, What Makes Life Worth Living, 2013, p. 12). For LLMs, this means the question is not "are we careful enough in our use?" — that frame presupposes a user fully outside the pharmakon. The question is: in what historical-organological configuration does the pharmakon's destructive face become structurally dominant? I argue, following Stiegler's reading of digital tertiary retention in Automatic Society (2017), that …
What changed: a clichéd "double-edged sword" framing replaced by Stiegler's actual conceptual move, a citation anchored at a verifiable page, and a forward-pointing thesis the next paragraph can develop. The skill did not write the rewrite — it identified that the foundation was wrong, named why, and refused to do sentence-level work until the foundation was repaired.
This is what "thinking partner, not polishing tool" means in practice.
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SKILL.md can be loaded into your system prompt directly. The skill is plain text — no runtime dependencies.
If your research itself involves human-AI collaboration (autoethnography of AI-assisted writing), the skill provides six categories of "reflexive moments":
🔄 Direction change · 🚫 Refusal · 🎭 Voice conflict · 🔧 Tool dependency · 💡 Unexpected insight · 🤖 AI-trace awareness
Scholarly basis (citable in your paper): - Christou (2026). Reconfiguring Reflexivity in the Era of AI. Qualitative Inquiry. - Wiles (2025). Recursive Cognition in Practice. International Journal of Qualitative Methods. - Panke (2025). How Can (A)I Research This? An Autoethnographic Exploration of Generative AI.
If your paper has been through AI polishing but you want to restore the original voice:
Mode F · draft revision → compare AI-polished vs. original → keep improvements + restore voice
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| Tool | Their focus | Where this skill differs |
|---|---|---|
| **Jenni AI** | Real-time autocompletion + literature search | We do thought-dialogue, not autocompletion. Real-time prediction skips the cognitive work that humanities argument needs. |
| **Paperpal** | Academic language polishing (STEM/biomed-leaning) | We're a writing architecture (12 modes, 4-layer critique, discipline routing), not a point polishing tool. |
| **Yomu AI** | Sourcely literature engine + paragraph feedback | We assume the author manages literature (Zotero/Drive). Mode I helps organize what you've already read — never replaces the reading. |
| **Thesify** | Paper Digest + Purpose-Check | Mode G is inspired by Purpose-Check. We use it within a broader four-layer critique workflow plus reviewer calibration. |
| **HyperWrite Devil's Advocate** | Point-tool counter-argument generation | Mode D is a full devil's-advocate mode with 1–5 calibration, methodology-focus sub-mode, and a Concession Threshold (anti-sycophancy). |
| **Grammarly / DeepL Write** | Grammar / translation polishing | We never rewrite for "clarity" at the cost of voice. "My hand writes my voice" is a core principle, not optional. |
| **Generic ChatGPT / Claude (no skill)** | General-purpose chat | We carry persistent style profile, reader profile, revision log, four-layer critique, discipline routing, AI-trace checklist, and citation toolchain across sessions. |
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高质量开源人文写作助手,支持双语
该工具使用 NOASSERTION 协议,商用场景请仔细阅读协议条款,必要时咨询法律意见。
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建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
📄 NOASSERTION — 请查阅原始协议条款了解具体使用限制。
经综合评估,人文写作助手 在Claude技能赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。
| 原始名称 | humanities-writing-companion |
| Topics | academic-writingbilingualclaude-skill |
| GitHub | https://github.com/tizzy916/humanities-writing-companion |
| License | NOASSERTION |
| 语言 | Python |
收录时间:2026-07-13 · 更新时间:2026-07-13 · License:NOASSERTION · AI Skill Hub 不对第三方内容的准确性作法律背书。
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