Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
A skill your agent uses when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill etp-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .claude/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .claude/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-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 etp-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .agents/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .agents/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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 etp-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .cursor/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .cursor/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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 Entrepreneurship-Theory-and-Practice-Skills/skills/etp-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 etp-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .gemini/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .gemini/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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 etp-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 etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .github/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .github/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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 etp-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 etp-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/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection .opencode/skills/etp-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 "etp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection into .opencode/skills/etp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-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.
etp-topic-selectionA skill your agent uses when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs.
Etp Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs. JBV/SEJ/AMJ) is the right home. Locks the question; it does not build the theory (etp-theory-development) or run analysis (etp-data-analysis).
Its SKILL.md is about 1.9k 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 Data & Analytics, covering Data analysis. 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.
3 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.
Etp Topic Selection loads about 1.9k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 888 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). 888 words, ~1,858 tokens.
.claude/skills/etp-topic-selection/SKILL.md (or your agent's skills folder).ETP is the theory-and-practice flagship of entrepreneurship (SAGE for Baylor; official journal of USASBE). A topic clears the ETP bar when it is about the distinctively entrepreneurial — the creation of new economic activity under uncertainty — and it promises to move a theory conversation while saying something a practitioner (founder, investor, family-firm owner, policymaker, educator) could act on. ETP's historical roots in small business and its USASBE affiliation mean it takes practice seriously; its current identity is high-theory. A good ETP topic lives at that intersection.
Entrepreneurship-central phenomena ETP publishes: new-venture creation and the opportunity process (recognition/discovery vs. creation), effectuation and entrepreneurial decision logic, bricolage and resourcefulness under constraint, entrepreneurial identity and cognition, family business (a core ETP franchise), social and sustainable entrepreneurship, entrepreneurial finance (VC, angels, crowdfunding), ecosystems, and entrepreneurship education. If your question does not touch one of these, it is probably a management/strategy/finance question wearing a startup costume.
| If the core of the paper is… | Aim at | Why not ETP |
|---|---|---|
| Entrepreneurship theory + practice implication | ETP | — |
| A wide-lens / narrative / multidisciplinary venturing study | JBV | JBV tolerates a broader method/narrative range; ETP wants tighter theory + practice |
| The strategy of entrepreneurial firms (advantage, scaling) | SEJ | SEJ sits at the strategy–entrepreneurship interface |
| A general management phenomenon with a startup sample | AMJ | If entrepreneurship is the setting, not the theory, AMJ fits better |
| Innovation-systems / R&D / policy with firms incidental | Research Policy | Not founder/venture-centric theory |
Strong ETP topics rarely start from a method or a dataset; they start from a puzzle in entrepreneurial reality. Productive sources to mine before committing:
A topic sourced this way usually clears the substitution and conversation tests by construction, because it begins from the entrepreneurial primitive rather than retrofitting one.
A team has Crunchbase data showing that startups with a CFO hire earlier raise larger Series A rounds. As stated, this is a corporate-finance result — apply the substitution test: "firms with a CFO raise more capital" is true of established firms too, so the question is not yet entrepreneurial. The fix is to find the venture primitive: reframe around legitimacy under the liability of newness — an early CFO is a costly signal that a young, unproven venture is investment-ready, and the conversation becomes signaling/legitimacy in entrepreneurial finance (not generic capital structure). Now the substitution breaks (a 30-year-old firm needs no such legitimacy signal), the named conversation is concrete, and the practice implication is sharp: founders facing investor skepticism can use a senior-finance hire as a legitimacy signal, but only before the liability of newness fades. The same data, re-questioned, becomes an ETP paper.
【Journal】Entrepreneurship Theory and Practice
【Question (one sentence)】...
【Substitution test】breaks because: <entrepreneurial primitive> / FAILS (reroute)
【Named conversation】<specific debate, e.g. discovery vs. creation>
【Practice implication】what a founder/investor/policymaker does differently
【Outlet check】ETP > JBV/SEJ/AMJ because ...
【Verdict】proceed / sharpen / reroute to <venue>
【Next skill】etp-theory-development© 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 Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Etp 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 |
|---|---|---|---|---|---|---|
| Etp Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Exploratory Data Analysisspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Excel and CSV Data Analysisbytedance/deer-flow | 84k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Exploratory Data AnalysisOleafly/Oleafly | 209 | 2 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Pandas ProJeffallan/claude-skills | 12k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT |
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
bytedance/deer-flow
Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown.
Oleafly/Oleafly
Perform bounded, local exploratory analysis of explicitly supported scientific files.
Jeffallan/claude-skills
Handles pandas DataFrame work: cleaning, merging, groupby aggregation, pivots, time-series resampling and memory tuning, with checks on dtypes, shapes and nulls.
cortega26/chile-hub
Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh).
FrankS-IntelLab/agentic-kaggle-skill
Takes a Kaggle competition from rules and validation design through baselines, ensembling and notebook architecture to a scored submission.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs. Etp Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs.
Etp Topic Selection fits situations like: deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript; whether ETP (vs.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill etp-topic-selection -a claude-code`. Or copy the skill folder (Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/etp-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 etp-topic-selection -a codex`. Or copy the skill folder (Entrepreneurship-Theory-and-Practice-Skills/skills/etp-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/etp-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 etp-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/etp-topic-selection, .gemini/skills/etp-topic-selection, .github/skills/etp-topic-selection and .opencode/skills/etp-topic-selection in your project.
SKILL.md names no scripts, command-line tools or credentials: Etp 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.
Etp 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 1.9k tokens (SKILL.md is roughly 7.4k 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 Etp Topic Selection: Exploratory Data Analysis (spacering-net/codeg, 3.9k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 84k stars), Exploratory Data Analysis (Oleafly/Oleafly, 209 stars) and Pandas Pro (Jeffallan/claude-skills, 12k 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.