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 building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity…
Install Etp Theory Development
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill etp-theory-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-theory-development --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-theory-development .claude/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .claude/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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-theory-developmentType 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-theory-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-theory-development --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-theory-development .agents/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .agents/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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-theory-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-theory-development --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-theory-development .cursor/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .cursor/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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-theory-development--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-theory-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills etp-theory-development --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-theory-development .gemini/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .gemini/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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-theory-developmentInstalls 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-theory-development -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-theory-development .github/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .github/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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-theory-development -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-theory-development --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-theory-development .opencode/skills/etp-theory-development && 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-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development into .opencode/skills/etp-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "etp-theory-development", 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
etp-theory-development- GitHub stars
- 1.2k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 733 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity…
- Socioemotional wealth) and choosing the theorizing mode
- SKILL.md covers When to trigger, ETP's theory bar, Pick the theory engine (and… and Choose and execute a…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Data analysis
What it does
Etp Theory Development is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity, effectuation, bricolage, identity, socioemotional wealth) and choosing the theorizing mode. Builds the argument; it does not pick the question (etp-topic-selection) or run the analysis (etp-data-analysis).
Its SKILL.md is about 1.7k 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.
When your agent uses it
- Socioemotional wealth) and choosing the theorizing mode
- Tasks that involve Data analysis
Example prompts
- “/etp-theory-development”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Etp Theory Development loads about 1.7k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 733 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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 733 words, ~1,734 tokens.
Download SKILL.mdSave it as
.claude/skills/etp-theory-development/SKILL.md (or your agent's skills folder).- name
- etp-theory-development
- description
- Use when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity, effectuation, bricolage, identity, socioemotional wealth) and choosing the theorizing mode. Builds the argument; it does not pick the question (etp-topic-selection) or run the analysis (etp-data-analysis).
Theory Development (etp-theory-development)
When to trigger
- Your "hypotheses" are descriptive ("X relates to Y in startups") with no entrepreneurial mechanism
- A reviewer or editor says the theory "could be about any organization, not entrepreneurship"
- You are choosing among the entrepreneurship theory engines (opportunity, effectuation, bricolage, identity) and don't yet have a mechanism
- You are deciding between deductive hypotheses, an inductive grounded model, and a conceptual reconciliation
- The "implications for practice" section is empty or generic
ETP's theory bar
ETP wants a genuine contribution to entrepreneurship theory — a new construct, a new mechanism, a boundary condition that changes what we predict, or a reconciliation of competing accounts — paired with a defensible implication for practice. The dual mandate (theory and practice, USASBE heritage) is structural, not cosmetic: an elegant model with no practitioner payoff and a useful tip with no theory both fall short. The mechanism must be about the entrepreneurial phenomenon itself — opportunity, judgment under Knightian uncertainty, resource assembly under constraint, the liability of newness, founder identity — not a generic organizational process relabeled.
Pick the theory engine (and use it deliberately)
| Engine | Core idea | When it fits | Signature constructs |
|---|---|---|---|
| Opportunity | Discovery vs. creation of new means-ends | Why/how ventures form; recognition | alertness, prior knowledge, enactment |
| Effectuation | Control over prediction under uncertainty | Founder decision logic; pivoting | affordable loss, pre-commitments, bird-in-hand |
| Bricolage | Making do with resources at hand | Resource-constrained venturing | resource recombination, parallel bricolage |
| Entrepreneurial cognition/identity | How founders think and who they are | Persistence, role identity, passion | self-efficacy, identity centrality, mindset |
| Socioemotional wealth (SEW) | Non-financial family utility | Family business behavior | family control, dynastic intent, FIBER |
| Institutional / ecosystem | Legitimacy and supportive structures | Context-dependent venturing | legitimacy, embeddedness, ecosystem health |
State the mechanism as a causal/process chain with a why, scope conditions, and the entrepreneurial actor or activity at its center. If you integrate two engines (e.g., effectuation × identity), justify the integration — do not staple constructs together.
Choose and execute a theorizing mode
- Hypothetico-deductive: derive falsifiable hypotheses from the mechanism; moderators/mediators must reflect entrepreneurial context (uncertainty, novelty, resource scarcity, founder/team attributes), not generic firm covariates.
- Inductive / grounded process theory: build an internally coherent process model (Gioia data structure, process diagram); ETP publishes strong qualitative theory, but the output must be a model, not a rich description.
- Conceptual / reconciliation: introduce a new construct or reconcile competing accounts (e.g., discovery vs. creation); a literature review is not a theory paper.
Make the practice contribution a real contribution
The "implications for practice" section should follow from the mechanism: if effectuation logic drives the result, the implication is about how founders/investors/educators should treat predictive planning — specific, not "managers should pay attention." A throwaway practice paragraph signals to ETP reviewers that the dual mandate was not taken seriously.
Show full SKILL.md (287 more words)Show less
Checklist
- The mechanism is specific to the entrepreneurial phenomenon (breaks under the established-firm substitution)
- A named theory engine drives the argument; any integration is justified
- Theorizing mode chosen (deductive / inductive process / conceptual) and executed consistently
- Scope and boundary conditions of the theory are stated
- Moderators/mediators reflect entrepreneurial context, not generic covariates
- A tension or orthodoxy is challenged, not merely confirmed
- The practice implication follows from the mechanism and is actionable
Anti-patterns
- Generic-org theory in a startup costume — the mechanism reads identically for an incumbent
- Hypothesis salad — many predictions, no unifying entrepreneurial mechanism
- Construct import without a boundary — a psychology/sociology construct dropped in with no scope for the venture setting
- Pretend deduction (HARKing) — hypotheses reverse-engineered from results
- Practice as ornament — a generic "implications for managers" paragraph the mechanism does not generate
- Description masquerading as process theory — rich qual data with no model
Worked vignette (illustrative)
A draft argues that "founder resilience improves venture performance." This is generic and untestable as theory. Rebuild it through an engine. Choosing entrepreneurial identity: resilience matters because, under the chronic setbacks of new-venture creation, a founder whose identity is centrally entrepreneurial reframes failure as role-consistent learning rather than personal defeat, sustaining effort — the mechanism is identity-driven persistence, not a trait. The boundary condition: this advantage is strongest early, when the venture's survival depends on the founder's effort, and weakens as the firm professionalizes and effort decentralizes. The substitution check passes — an established firm's CEO does not face identity-threatening, existential setbacks at the same frequency, so the mechanism is entrepreneurial. The practice implication follows from the mechanism: accelerators and investors coaching founders should strengthen entrepreneurial identity centrality (not generic "grit training"), and the value of doing so declines as the venture matures.
Output format
【Journal】Entrepreneurship Theory and Practice
【Engine】opportunity / effectuation / bricolage / cognition-identity / SEW / institutional (+ integration)
【Mechanism (one chain)】the entrepreneurial why ...
【Mode】deductive H1..Hk | inductive process model | conceptual reconciliation
【Boundary conditions】...
【Tension challenged】...
【Practice implication】what follows for founders/investors/educators
【Substitution check】breaks for established firms because ...
【Next skill】etp-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
Files
Just SKILL.md in Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Etp Theory Development 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 Theory Development this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | 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 | 212 | 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 |
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Questions about Etp Theory Development
What does Etp Theory Development do?
A skill your agent uses when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity…. Etp Theory Development is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity, effectuation, bricolage, identity, socioemotional wealth) and choosing the theorizing mode.
When should I use Etp Theory Development?
Etp Theory Development fits situations like: socioemotional wealth) and choosing the theorizing mode; tasks that involve Data analysis.
How do I install Etp Theory Development in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill etp-theory-development -a claude-code`. Or copy the skill folder (Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/etp-theory-development in your project. Claude Code loads it when a task matches its description.
How do I install Etp Theory Development in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill etp-theory-development -a codex`. Or copy the skill folder (Entrepreneurship-Theory-and-Practice-Skills/skills/etp-theory-development in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/etp-theory-development in your project. Codex loads it when a task matches its description.
Can I use Etp Theory Development 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 brycewang-stanford/Awesome-Journal-Skills --skill etp-theory-development -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-theory-development, .gemini/skills/etp-theory-development, .github/skills/etp-theory-development and .opencode/skills/etp-theory-development in your project.
What does Etp Theory Development need to run?
SKILL.md names no scripts, command-line tools or credentials: Etp Theory Development is instructions for the agent only.
Does Etp Theory Development 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 Etp Theory Development 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 Etp Theory Development use?
Etp Theory Development 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 Etp Theory Development use?
About 1.7k tokens (SKILL.md is roughly 6.9k 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 Etp Theory Development?
Skills that share tags, products or a category with Etp Theory Development: Exploratory Data Analysis (spacering-net/codeg, 3.9k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 84k stars), Exploratory Data Analysis (Oleafly/Oleafly, 212 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.
Who maintains Etp Theory Development?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 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.