Ab Test Analyzer
irinabuht12-oss/marketing-skills
Statistical significance calculator for A/B test results with sample size requirements, segment breakdowns, and hypothesis generation.
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selection --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .claude/skills/soctheory-topic-selection && 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 "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .claude/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selectionType 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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selection --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .agents/skills/soctheory-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .agents/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selection --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .cursor/skills/soctheory-topic-selection && 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 "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .cursor/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Sociological-Theory-Skills/skills/soctheory-topic-selection--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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selection --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .gemini/skills/soctheory-topic-selection && 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 "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .gemini/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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 brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selectionInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .github/skills/soctheory-topic-selection && 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 "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .github/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills soctheory-topic-selection --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Sociological-Theory-Skills/skills/soctheory-topic-selection .opencode/skills/soctheory-topic-selection && 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 "soctheory-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Sociological-Theory-Skills/skills/soctheory-topic-selection into .opencode/skills/soctheory-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "soctheory-topic-selection", 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.
soctheory-topic-selectionA skill your agent uses when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay.
Soctheory Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay. Screens the problem and venue fit; it does NOT build the theory (soctheory-theory-construction) or position it in a tradition (soctheory-literature-positioning).
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. 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.
Soctheory Topic Selection loads about 1.3k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 636 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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 636 words, ~1,305 tokens.
.claude/skills/soctheory-topic-selection/SKILL.md (or your agent's skills folder).ST publishes work "in all areas of theory" — new substantive theories, history of theory, metatheory, formal theory construction, and synthetic contributions (submission guidelines, 检索于 2026-06;以官网为准). A fit problem is one where the deliverable is a conceptual advance: existing theory cannot see, name, or explain something, and your paper supplies the concept, mechanism, distinction, or reconstruction that lets it. Abend's "The Meaning of 'Theory'" (ST 2008, 26(2):173–199) is the discipline-level reminder that "theory" is several things at once — be explicit about which you are doing.
| Kind of theory work (Abend-style) | What the paper delivers | ST-fit? |
|---|---|---|
| New substantive theory | new concepts + mechanisms explaining a domain | Yes |
| History of theory | a re-reading of a tradition that changes how we use it | Yes |
| Metatheory | clarifying the logic/warrant of a kind of explanation | Yes |
| Formal theory construction | an explicit, sometimes formalized, derivation of propositions | Yes |
| Synthetic contribution | bridging two traditions to produce new theory | Yes |
| Empirical test of a hypothesis | a finding from data | No → ASR / AJS |
| Literature review | a map of what others said | No → Annual Review of Sociology |
soctheory-literature-positioning.)| If the project is really… | Send it to | Why not ST |
|---|---|---|
| An empirical test / causal estimate | ASR or AJS | ST does not test hypotheses |
| A methods/measurement advance | Sociological Methodology / SMR | ST is substantive/metatheory, not method |
| A comprehensive field survey | Annual Review of Sociology | ST wants a theoretical move, not a map |
| Historically grounded macro-process theory | Theory and Society (close sibling) | ST leans conceptual/analytic; T&S leans historical-comparative |
| Continental social theory essay | European Journal of Social Theory | ST is the ASA's analytically pluralist venue |
ST is the ASA's dedicated theory journal; do not confuse it with these neighbors.
【Theoretical problem】[the tension existing theory cannot resolve]
【Kind of theory work】substantive / history of theory / metatheory / formal / synthetic
【ST-fit】yes / no → [route to ASR / AJS / SM / ARS / Theory and Society]
【Tradition to engage】[name]
【Data role】illustrative only / none
【Next step】soctheory-literature-positioning© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in Sociological-Theory-Skills/skills/soctheory-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Soctheory Topic Selection 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 |
|---|---|---|---|---|---|---|
| Soctheory Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Ab Test Analyzeririnabuht12-oss/marketing-skills | 4k | — | ~1.4k | Automated safety check: Pass | None | |
| Consulting Analysisbytedance/deer-flow | 84k | 4 repos | ~8.4k | Automated safety check: Pass | MIT | |
| AI Co Scientistsundial-org/skills | 152 | — | ~2.5k | Automated safety check: Pass | None | |
| Define Hypothesisproduct-on-purpose/pm-skills | 715 | — | ~966 | Automated safety check: Pass | Apache-2.0 | |
| Geo Site Diagnoseyaojingang/GEOHub | 165 | — | ~515 | Automated safety check: Pass | AGPL-3.0 |
irinabuht12-oss/marketing-skills
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brycewang-stanford/Awesome-Journal-Skills
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Categories
A skill your agent uses when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay. Soctheory Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study or a review essay.
Soctheory Topic Selection fits situations like: deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a claude-code`. Or copy the skill folder (Sociological-Theory-Skills/skills/soctheory-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/soctheory-topic-selection in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a codex`. Or copy the skill folder (Sociological-Theory-Skills/skills/soctheory-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/soctheory-topic-selection 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 brycewang-stanford/Awesome-Journal-Skills --skill soctheory-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/soctheory-topic-selection, .gemini/skills/soctheory-topic-selection, .github/skills/soctheory-topic-selection and .opencode/skills/soctheory-topic-selection in your project.
SKILL.md names no scripts, command-line tools or credentials: Soctheory Topic Selection 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.
Soctheory Topic Selection is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Soctheory Topic Selection: Ab Test Analyzer (irinabuht12-oss/marketing-skills, 4k stars), Consulting Analysis (bytedance/deer-flow, 84k stars), AI Co Scientist (sundial-org/skills, 152 stars) and Define Hypothesis (product-on-purpose/pm-skills, 715 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.