检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-check --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sdt-ai-check .claude/skills/sdt-ai-check && rm -rf skills-srcUse ~/.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/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .claude/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-checkType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sdt-ai-check .agents/skills/sdt-ai-check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .agents/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sdt-ai-check .cursor/skills/sdt-ai-check && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .cursor/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/StopDisTrain/sdt-skills.git --path skills/sdt-ai-check--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sdt-ai-check .gemini/skills/sdt-ai-check && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .gemini/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-checkInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sdt-ai-check .github/skills/sdt-ai-check && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .github/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-ai-check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/StopDisTrain/sdt-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sdt-ai-check .opencode/skills/sdt-ai-check && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sdt-ai-check" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-ai-check into .opencode/skills/sdt-ai-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-ai-check", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
sdt-ai-check检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。
Sdt AI Check is an agent skill from StopDisTrain/sdt-skills. 检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。 English: Check drafts for AI-writing signals and voice mismatch, including robotic phrasing, translation-like prose, fabricated vulnerability, and forced quotable lines. Use when the user wants the copy to sound more human or more like the target account.
Its SKILL.md is about 200 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/ai-signals.md`).
It sits in Writing & Content, covering Humanizing AI text and Translation. The repository describes itself as: SDT content research, creation and quality-control skills for Codex. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0678cd0. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Sdt AI Check loads about 201 tokens when it runs, and up to ~673 if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 35 words of instructions outside code blocks.
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.
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.
The full file from StopDisTrain/sdt-skills at commit 0678cd0, republished under its MIT licence (© StopDisTrain). 35 words, ~201 tokens.
.claude/skills/sdt-ai-check/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.使用 SDT 自有识别清单检查机器化写作特征。默认只报告；完整 SDT 生产模式可依据账号档案和已核实原话做有限修复。
优先级：
没有个人语料时，只做低幅度清理，不宣称“像本人”。
用户只要求检查时，按原文顺序引用命中位置，标记强、中、弱信号，最后总结最突出的一类问题。不要自动重写全文。
© StopDisTrain, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in skills/sdt-ai-check of StopDisTrain/sdt-skills.
Open the folder on GitHubat commit 0678cd0
Sdt AI Check 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sdt AI Check this skillStopDisTrain/sdt-skills | 309 | — | ~201 | Automated safety check: Pass | MIT | |
| Humanized Chinese Writing PolisherEthanYoQ/agent-xiaohongshu-workbench | 154 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Humanizer Zhai-zixun/humanizer-zh | 179 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Academic HumanizerYila-AI/awesome-research-skills | 133 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Academic Paper PolishHKUSTDial/Supervisor-Skills | 8.8k | — | ~3.1k | Automated safety check: Pass | CC-BY-NC-SA-4.0 | |
| Academic Humanizerdongshuyan/compass-skills | 753 | — | ~4.2k | Automated safety check: Pass | MIT |
EthanYoQ/agent-xiaohongshu-workbench
A skill your agent uses when a user asks to polish, rewrite, humanize, de-AI, localize, or oralize Chinese writing, including short-video scripts, articles, social posts, speeches, newsletters, and…
ai-zixun/humanizer-zh
Remove signs of AI-generated, translated, or overly mechanical Chinese prose.
Yila-AI/awesome-research-skills
A skill your agent uses when researchers ask to remove generic, templated, or AI-like patterns from Chinese or English academic prose, make an AI-assisted draft sound more like the author's own…
HKUSTDial/Supervisor-Skills
Polishes academic prose without changing its meaning: grammar and flow fixes, tone matched to the evidence, AI-tone removal and Chinese-to-English rewriting for submission.
dongshuyan/compass-skills
Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence…
sangrokjung/claude-forge
Clean up translation-ese and AI-writing tics in Korean prose so it reads like a person wrote it — content (facts, numbers, proper nouns, quotes) stays 100% unchanged, only style and rhythm are…
StopDisTrain/sdt-skills
把已验证的传播机制转成适合目标账号的内容选题，并完成生成、迁移、评分和筛选，让选题自然连接人设、产品或门店。用户要从低粉爆款、垂直样本、邻近受众或跨赛道内容中寻找新选题时使用。
StopDisTrain/sdt-skills
SDT 内容生产工具箱的总入口：根据当前任务选择最合适的 sdt- 模块，既能完成标题、开头等单一步骤，也能组织从账号研究到发布的完整流程。用户不知道该用哪个 SDT Skill，或希望一站式完成内容生产时使用。
StopDisTrain/sdt-skills
只读检索小红书公开内容，并把账号数据、标题、封面、互动量、作者近期内容和低粉爆款整理成可追溯证据。用户要求查公开账号或笔记数据时使用；不得点赞、收藏、评论、发布、删除或导出登录凭证。
StopDisTrain/sdt-skills
把已经完成并通过质检的 Markdown 内容转换成可粘贴到微信公众号后台的 HTML，并支持选择样式、生成预览和检查粘贴兼容性。用户要制作公众号排版稿或微信发布版本时使用。
StopDisTrain/sdt-skills
根据主题、正文或已有标题生成并筛选小红书标题，提供改写和 A/B 方案，同时检查账号调性、真实性以及正文能否兑现标题承诺。用户要起标题、改标题、套用标题模式或检查标题时使用。
StopDisTrain/sdt-skills
把账号链接、主页截图、产品说明和历史内容整理成可复用的账号档案，明确调性、人设、受众、产品连接和表达边界。用户要求分析账号定位、建立账号资料，或开始完整内容生产流程时使用。
Categories
检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。. Sdt AI Check is an agent skill from StopDisTrain/sdt-skills. 检查文稿里的 AI 味和账号语气偏差，包括机器化表达、翻译腔、虚构脆弱感和过度金句。用户问文案是否像 AI 写的、是否像本人说话，或希望降低 AI 痕迹时使用。 English: Check drafts for AI-writing signals and voice mismatch, including robotic phrasing, translation-like prose, fabricated vulnerability, and forced quotable lines.
Sdt AI Check fits situations like: the user wants the copy to sound more human; more like the target account.
Run `npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a claude-code`. Or copy the skill folder (skills/sdt-ai-check in StopDisTrain/sdt-skills) into .claude/skills/sdt-ai-check in your project. Claude Code loads it when a task matches its description.
Run `npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a codex`. Or copy the skill folder (skills/sdt-ai-check in StopDisTrain/sdt-skills) into .agents/skills/sdt-ai-check in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add StopDisTrain/sdt-skills --skill sdt-ai-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sdt-ai-check, .gemini/skills/sdt-ai-check, .github/skills/sdt-ai-check and .opencode/skills/sdt-ai-check in your project.
SKILL.md names no scripts, command-line tools or credentials: Sdt AI Check is instructions for the agent only.
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.
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.
Sdt AI Check is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 201 tokens (SKILL.md is roughly 804 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 472 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Sdt AI Check: Humanized Chinese Writing Polisher (EthanYoQ/agent-xiaohongshu-workbench, 154 stars), Humanizer Zh (ai-zixun/humanizer-zh, 179 stars), Academic Humanizer (Yila-AI/awesome-research-skills, 133 stars) and Academic Paper Polish (HKUSTDial/Supervisor-Skills, 8.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
StopDisTrain (a GitHub user) maintains it in StopDisTrain/sdt-skills, which has 309 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on August 25, 2026.
Source: StopDisTrain/sdt-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
