Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。
Install Sdt Spread
$ npx skills add StopDisTrain/sdt-skills --skill sdt-spread -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-spread --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-spread .claude/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .claude/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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-spreadType 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-spread -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-spread --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-spread .agents/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .agents/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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-spread -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-spread --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-spread .cursor/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .cursor/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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-spread--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-spread -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install StopDisTrain/sdt-skills sdt-spread --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-spread .gemini/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .gemini/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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-spreadInstalls 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-spread -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-spread .github/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .github/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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-spread -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-spread --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-spread .opencode/skills/sdt-spread && 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-spread" agent skill from https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-spread into .opencode/skills/sdt-spread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sdt-spread", 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.
Facts
- Skill name
sdt-spread- GitHub stars
- 309
- Token cost
- ~242 tokens
- SKILL.md length
- 35 words
- Files
- 2
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- MIT
At a glance
拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。
- Works in 5 steps: 沉默解除：它替哪群人说出了平时不便公开表达的话？ → 使用满足：观看或转发满足身份确认、情绪宣泄、社交资本还是信息价值？ → 立场框架：它站在谁的一边，以什么角度降低受众防御？ → …
- The user asks why content went viral
- SKILL.md covers 五个传播维度, 迁移机制卡 and 规则
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sdt Spread is an agent skill from StopDisTrain/sdt-skills. 拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。 English: Explain why a selected breakout post spreads by analyzing audience emotions, sharing motives, effective positioning, early sharers, and transferable elements. Use when the user asks why content went viral, whom it resonated with, or what can be adapted across categories.
Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Marketing & SEO. The repository describes itself as: SDT content research, creation and quality-control skills for Codex. The licence is MIT.
When your agent uses it
- The user asks why content went viral
- Whom it resonated with
- What can be adapted across categories
Example prompts
- “/sdt-spread”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 沉默解除：它替哪群人说出了平时不便公开表达的话？
- 使用满足：观看或转发满足身份确认、情绪宣泄、社交资本还是信息价值？
- 立场框架：它站在谁的一边，以什么角度降低受众防御？
- 首批传播者：最先分享的人是谁，他们想借内容表达什么？
- 信念结构：它确认受众哪个旧信念，又挑战哪项具体行为？
What it can do on your machine
Read from SKILL.md and the folder at commit 0678cd0. 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
Sdt Spread loads about 242 tokens when it runs. Until then it costs about 92 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.
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 StopDisTrain/sdt-skills at commit 0678cd0, republished under its MIT licence (© StopDisTrain). 35 words, ~242 tokens.
Download SKILL.mdSave it as
.claude/skills/sdt-spread/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- sdt-spread
- description
- 拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。 English: Explain why a selected breakout post spreads by analyzing audience emotions, sharing motives, effective positioning, early sharers, and transferable elements. Use when the user asks why content went viral, whom it resonated with, or what can be adapted across categories.
SDT 爆款机制
用五个传播维度分析样本，再把结果压缩成一张“迁移机制卡”。
五个传播维度
- 沉默解除：它替哪群人说出了平时不便公开表达的话？
- 使用满足：观看或转发满足身份确认、情绪宣泄、社交资本还是信息价值？
- 立场框架：它站在谁的一边，以什么角度降低受众防御？
- 首批传播者：最先分享的人是谁，他们想借内容表达什么？
- 信念结构：它确认受众哪个旧信念，又挑战哪项具体行为？
迁移机制卡
必须区分：
- 表层主题：内容字面讲什么
- 沉默情绪：受众憋着什么
- 满足类型：身份、宣泄、社交资本或信息价值
- 有效立场：站在谁那边，避免什么说教位置
- 首批传播者：谁最可能转发及其动机
- 已有信念：内容确认了什么
- 行为挑战：内容要求受众重新看待什么
- 承重杠杆：删掉后传播力会塌的一个结构
- 可迁移机制：能带到其他账号的结构
- 不可迁移表面：原作者独有经历、措辞、身份、场景和事实
规则
- 每条判断要能指向原内容和上述具体维度。
- 不把“反差、共鸣、情绪价值”当作最终解释，必须写清具体反差、具体情绪和具体人群。
- 不预测一定会爆；输出的是可验证假设。
- 同一批样本完成后，合并相同机制并标出少数异质机制，避免 20 条样本得到 20 个同义标签。
© StopDisTrain, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/sdt-spread of StopDisTrain/sdt-skills.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 0678cd0
Compare with similar skills
Sdt Spread 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 Spread this skillStopDisTrain/sdt-skills | 309 | — | ~242 | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Hreflang and International SEOAgriciDaniel/claude-seo | 18k | 5 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Referralscoreyhaines31/marketingskills | 54k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 |
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Hreflang and International SEO
AgriciDaniel/claude-seo
Audits, validates and generates hreflang tags for multi-language and multi-region sites in HTML, HTTP headers or XML sitemaps, flagging common code and return-tag mistakes.
Referrals
coreyhaines31/marketingskills
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
SEO Geo
ReScienceLab/opc-skills
SEO & GEO (Generative Engine Optimization) for websites. An agent skill from ReScienceLab/opc-skills.
Ad Creative
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When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform.
More from StopDisTrain/sdt-skills
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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。
Sdt
StopDisTrain/sdt-skills
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Sdt Research
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。
Sdt Wechat HTML
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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。
Sdt Xhs Title
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。
Sdt Account
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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。
Related
Categories
Questions about Sdt Spread
What does Sdt Spread do?
拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。. Sdt Spread is an agent skill from StopDisTrain/sdt-skills. 拆解已筛选爆款内容为什么能传播，分析受众情绪、分享动机、有效立场、首批传播者和可迁移元素。用户问一条内容为什么爆、打中了谁，或哪些机制能跨赛道借鉴时使用。 English: Explain why a selected breakout post spreads by analyzing audience emotions, sharing motives, effective positioning, early sharers, and transferable elements.
When should I use Sdt Spread?
Sdt Spread fits situations like: the user asks why content went viral; whom it resonated with; what can be adapted across categories.
How do I install Sdt Spread in Claude Code?
Run `npx skills add StopDisTrain/sdt-skills --skill sdt-spread -a claude-code`. Or copy the skill folder (skills/sdt-spread in StopDisTrain/sdt-skills) into .claude/skills/sdt-spread in your project. Claude Code loads it when a task matches its description.
How do I install Sdt Spread in Codex?
Run `npx skills add StopDisTrain/sdt-skills --skill sdt-spread -a codex`. Or copy the skill folder (skills/sdt-spread in StopDisTrain/sdt-skills) into .agents/skills/sdt-spread in your project. Codex loads it when a task matches its description.
Can I use Sdt Spread 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 StopDisTrain/sdt-skills --skill sdt-spread -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-spread, .gemini/skills/sdt-spread, .github/skills/sdt-spread and .opencode/skills/sdt-spread in your project.
What does Sdt Spread need to run?
SKILL.md names no scripts, command-line tools or credentials: Sdt Spread is instructions for the agent only.
Does Sdt Spread 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 Sdt Spread 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 Sdt Spread use?
Sdt Spread is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sdt Spread use?
About 242 tokens (SKILL.md is roughly 968 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 Sdt Spread?
Skills that share tags, products or a category with Sdt Spread: Geo Fundamentals (wasp-lang/wasp, 19k stars), Ab Testing (coreyhaines31/marketingskills, 54k stars), Hreflang and International SEO (AgriciDaniel/claude-seo, 18k stars) and Referrals (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sdt Spread?
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.