anti-defensive-writing SKILL.md skillA

anti-defensive-writing from fourteen1416/academic-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fourteen1416/academic-agent-toolkit/anti-defensive-writing@git:20260927.efd5131

Pins git:20260927.efd5131 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fourteen1416/academic-agent-toolkit
Path
academic-toolkit/skills/anti-defensive-writing/SKILL.md
Versions recorded
2
Latest version
git:20260927.efd5131, committed Sep 27, 2026
First version recorded
Sep 23, 2026
Size
8,081 bytes
Repository stars
12
License
a license file GitHub does not identify

删减防御性写作:去掉不必要的免责声明、模糊限定、道歉式表述、自我贬低与过度解释,同时保留必要的范围/准确性/安全/法律/伦理/方法学限定。触发词:更简洁、更有力、更直接、更自信、少限定、少免责、别啰嗦、不要过度解释、改掉 hedge、去防御性。适用于论文/摘要/引言/贡献声明/讨论/结论/基金/报告/政策文本。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<!-- ==================== 本仓适配块(Academic Agent Toolkit, 2026-09-03) ==================== -->
<!-- 上游: Kiterlin/anti-defensive-writing (MIT, pinned @ 2026-09-03); 以下正文为上游原文,仅头部/尾部适配 -->

## 本仓适配:输入/输出契约与触发条件

**触发条件(本仓场景)**:论文修订轮(auto-review-loop 之后)、摘要/引言/贡献声明定稿前、审稿回复信起草、任何"想让文本更直接自信"的改写需求。

**输入契约**:待清理的文本(md/tex 片段均可)+ 上下文声明(该文本的章节位置与所属主张编号,用于判定"必要限定")。

**输出契约(三件套,缺一不可)**:
1. 改写后文本(diff 或整段);
2. 六类防御句分类清单(不必要免责/必要范围条件/真实方法学限定/有用概念对比/基于证据的限定/冗余澄清——每句一归类);
3. 保留限定理由表(凡未删除的限定句,注明其命中的五项必要条件之一:论断有效性/证据解释/应用范围/研究设计/读者正确使用)。

**质量铁律(Preserve Necessary Precision 强化版)**:本仓论文有 10 条 Limitations、三层口径标注、[CITATION-NEEDED] 标记、首次性边界声明——这些属于"真实方法学限定",**一律保留**。清理对象仅限"防御假想批评家"式多余对冲。拿不准时保留并归类为第 3 类,不删。

<!-- ==================== 适配块结束 ==================== -->

# Anti-Defensive Writing

## Core Rule

Advance the claim directly.

Say what is true, what the text argues, what the evidence shows, or what the method does. Do not default to explaining what the text does not claim, does not prove, does not imply, does not cover, or does not attempt.

Use a calm, competent authorial posture. Write as an author explaining an argument to the reader, not as an author negotiating with an imagined critic.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fourteen1416/academic-agent-toolkit/anti-defensive-writing@sha256:89e9310c959101b3

The line at the top of this page pins the label git:20260927.efd5131, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pgbsg64uylmlgcz2.svg)](https://markdownregistry.com/a/art_pgbsg64uylmlgcz2)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Sep 23, 2026 and Sep 27, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260927.efd5131 latest2026-09-27 efd5131 8,081 BA view · diff
git:20260923.2013b812026-09-23 2013b81 8,045 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8081 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

fourteen1416/academic-agent-toolkit · 12 stars · license a license file GitHub does not identify · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pgbsg64uylmlgcz2
GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/anti-defensive-writing
GET https://markdownregistry.com/api/v1/blob/89e9310c959101b3def9f51f83a9d02fde8305a86cccfa1170387cecbc138d91

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from fourteen1416/academic-agent-toolkit

AGENTS.md AGENTS.md file
fourteen1416/academic-agent-toolkit · AGENTS.md
git:20261024.6925a98 · audit A · 12 stars
AGENTS.md@academic-toolkit AGENTS.md file
fourteen1416/academic-agent-toolkit · academic-toolkit/AGENTS.md
git:20261023.0a9dfaa · audit A · 12 stars
ablation-planner SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/ablation-planner/SKILL.md · Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed to answer…
git:20260927.a059f3a · audit A · 12 stars
agent-bootstrap SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/agent-bootstrap/SKILL.md · 任意智能体自举驱动本academic-toolkit:读协议、探测能力、选择路由或启动工作流。触发词:启动项目、如何驱动、bootstrap、自举、宿主无关接入、agent 开始工作。
git:20260927.efd5131 · audit A · 12 stars
agent-figure-gallery SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/agent-figure-gallery/SKILL.md · Query the AgentFigureGallery visual reference KB, show candidates for human preference selection, and export selected…
git:20260927.a059f3a · audit A · 12 stars
analyze-results SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/analyze-results/SKILL.md · Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze…
git:20260923.2013b81 · audit A · 12 stars
anti-ai-detection SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/anti-ai-detection/SKILL.md · 中文学术文本 AI 特征检测:八维度加八项统计特征分析、AI 味改写建议、改写质量检查,并生成国赛 AI 使用声明。触发词:反AI检测、AI味、去AI化、AI 生成特征、AI 使用声明。
git:20260923.f7822e6 · audit A · 12 stars
arxiv-metadata SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv-metadata/SKILL.md · Fetch structured metadata for an arXiv paper. Use when you have an arXiv ID or URL and need title, authors, date, or…
git:20260927.a059f3a · audit A · 12 stars
arxiv-submission-package SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv-submission-package/SKILL.md · Prepare an arXiv submission package from a LaTeX paper. Cleans the source, builds a tarball, and extracts metadata for…
git:20260927.a059f3a · audit A · 12 stars
arxiv SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv/SKILL.md · Search, download, and summarize academic papers from arXiv. Use when user says ”search arxiv”, ”download paper”, or…
git:20260927.a059f3a · audit A · 12 stars
assets-inventory SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/assets-inventory/SKILL.md · 扫描用户上传的资产(题目/代码/数据/图/结果),输出资产清单 ASSETS_INVENTORY.md 与一致性冲突报告 ASSETS_CONFLICTS.md,供后续步骤决定哪些资产已有、哪些需要补全。
git:20260923.2013b81 · audit A · 12 stars
auto-paper-improvement-loop SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/auto-paper-improvement-loop/SKILL.md · 论文自动改进循环(2 轮):先由外部审稿模型评审,再按要求改稿,最后重编译验证。触发词:改论文、improve paper、论文润色循环、auto improve、迭代打磨论文。
git:20260927.efd5131 · audit A · 12 stars

Every file in fourteen1416/academic-agent-toolkit

Other files named anti-defensive-writing

anti-defensive-writing SKILL.md skill
yichen-zju/claude-for-research · claude/skills/anti-defensive-writing/SKILL.md · 论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会, 而不是项目总结、实验日志或自我审查报告:识别这项工作最值得发表的价值,围绕它建立…
git:20261014.9f2a5e0 · audit A · 12 stars
anti-defensive-writing SKILL.md skill
yichen-zju/claude-for-research · skills/anti-defensive-writing/SKILL.md · 论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会, 而不是项目总结、实验日志或自我审查报告:识别这项工作最值得发表的价值,围绕它建立…
git:20261001.fde7ef9 · audit A · 12 stars
anti-defensive-writing SKILL.md skill
yichen-zju/claude-for-research · codex/skills/anti-defensive-writing/SKILL.md · 论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会, 而不是项目总结、实验日志或自我审查报告:识别这项工作最值得发表的价值,围绕它建立…
git:20261014.9f2a5e0 · audit A · 12 stars

Browse by kind, by grade A, or by owner.