Jbv Methods
franklee16/academic-research-skills
A skill your agent uses when designing or defending the research design for a Journal of Business Venturing (JBV) manuscript — matching a methodologically pluralistic but theory-first approach…
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when building the theoretical engine of a Journal of the Association for Information Systems (JAIS) manuscript — original theory for the Theory category, a behavioral…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-theory-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .claude/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .claude/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-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 jais-theory-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .agents/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .agents/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-theory-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .cursor/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .cursor/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-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 jais-theory-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .gemini/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .gemini/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-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 jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .github/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .github/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-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 jais-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/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development .opencode/skills/jais-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 "jais-theory-development" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development into .opencode/skills/jais-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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.
jais-theory-developmentA skill your agent uses when building the theoretical engine of a Journal of the Association for Information Systems (JAIS) manuscript — original theory for the Theory category, a behavioral…
Jais Theory Development is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the theoretical engine of a Journal of the Association for Information Systems (JAIS) manuscript — original theory for the Theory category, a behavioral mechanism, an economic mechanism, a design theory, or a pre-theoretical framing for a novel digital phenomenon. Adapts the form of "theory" to the category and tradition; it does not run the analysis (jais-data-analysis) or frame the contribution (jais-contribution-framing).
Its SKILL.md is about 2.3k 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 Data & Analytics, covering Creative writing and fiction and 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.
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.
Jais Theory Development loads about 2.3k tokens when it runs. Until then it costs about 118 tokens; SKILL.md has 1,146 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). 1,146 words, ~2,311 tokens.
.claude/skills/jais-theory-development/SKILL.md (or your agent's skills folder).JAIS is the AIS flagship and the Basket journal that treats theory as a contribution in its own right — it runs a standalone Theory category for "original theory" that proposes new concepts or integrates existing theories into novel frameworks. Even in empirical Research Articles, JAIS discourages primary construct development as the headline move — meaning a paper whose contribution is a new construct usually belongs in Theory, not as a bolt-on to a Research Article. This is the JAIS-specific discipline: name your theoretical genre, then build to that genre's bar.
| Genre | What "theory" means here | What you must produce |
|---|---|---|
| Theory category (conceptual) | a new construct, a novel framework, or a novel theory integration | the construct's definition + nomological net, OR the integrative framework and its boundary conditions, with generative propositions |
| Behavioral | a causal mechanism linking IT to cognition, behavior, or outcomes | a priori hypotheses with an explicit mechanism, mediation/moderation logic, and boundary conditions |
| Economics of IS | an economic mechanism (incentives, information, matching, network effects) | a model or argument yielding signed, falsifiable predictions and an identification logic |
| Design science | a design theory — the principles that make the artifact work | kernel/justificatory theory, generalizable design principles, and testable utility propositions |
| Foundational / novel phenomenon | a pre-theoretical conceptualization of something not yet studied | a careful conceptual vocabulary and the insight it surfaces — over-theorizing too early is itself a flaw here |
A relabeled existing construct is the most common Theory desk-reject. To clear the bar: define the construct precisely; distinguish it from its nearest neighbors (discriminant logic, not just a new name); specify its dimensions and how it would be measured; and embed it in a nomological net of antecedents and consequences. JAIS reviewers reward a construct that does work the field's existing vocabulary cannot.
JAIS explicitly "encourages theory based multi- or inter-disciplinary research," so importing from economics, psychology, sociology, organization theory, or computer science is welcome — but the import must be transformed by the IS context. The strongest theory papers run a round trip: they borrow a theory, show how a digital phenomenon breaks or extends one of its assumptions, and return a revised theory that the source discipline would also find new. A one-way import ("we apply self-determination theory to app use") is the weak version; a round trip ("autonomous AI agents violate self-determination theory's assumption that competence is self-earned, requiring a revised account of motivation under delegated competence") is the JAIS version.
A "novel integration" must change what each source theory predicts, not staple them side by side. State the tension or gap between the theories, then show how the integration resolves it and yields predictions neither theory makes alone. Multi- or inter-disciplinary borrowing is encouraged — but the IS phenomenon must reshape the borrowed theory, not merely host it.
Whatever the genre, JAIS expects the theoretical logic to precede the evidence. State the mechanism in words — what is the IT-enabled force, on whom, through what channel, and when does it reverse — then write the hypotheses (behavioral), comparative-statics predictions (economics), or design propositions (design science) that follow from it. Theorize mediation as a channel and moderation as a reason the IT effect strengthens or weakens, rather than as terms you happen to test. Predictions that merely restate correlations the data already revealed are HARKing, and a developmental Senior Editor will read the seams.
IS effects are contingent on the artifact, the user, the task, and the context. Name where the theory holds and where it breaks, and ensure the technology is in the mechanism (not an interchangeable treatment). A theorized scope condition beats an over-claimed universal law.
A team wants to theorize how always-on AI copilots change knowledge work. A weak Theory submission relabels "technostress" as "AI-stress" and stops. A JAIS-grade move defines a genuinely new construct — say, delegation ambivalence, the simultaneous pull to offload cognition to the copilot and the felt loss of authorship over the output. It is discriminated from technostress (which is about overload, not authorship), dimensionalized (offloading intensity × authorship threat), and embedded in a net: antecedents in the copilot's proactivity and the task's identity-relevance, consequences in trust calibration and skill atrophy. Generative propositions follow that neither the technostress literature nor the automation literature predicts. That is a Theory-category contribution; the same idea bolted onto a survey would be discouraged as primary construct development in a Research Article.
【Genre & theory form】new construct / framework / behavioral mechanism / economic model / design theory / pre-theoretical
【JAIS category fit】Theory / Research Article / Foundational / Literature Review
【Core mechanism or construct】IT-enabled force → on whom → through what channel (or construct definition + net)
【Claims】H1..Hn / propositions P1..Pn / signed predictions
【Boundary conditions】where it holds / reverses
【Source status】verified URL / 待核实
【Next skill】jais-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 Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jais 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 |
|---|---|---|---|---|---|---|
| Jais Theory Development this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Jbv Methodsfranklee16/academic-research-skills | 223 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Report Writerliangdabiao/claude-data-analysis-ultra-main | 290 | — | ~805 | Automated safety check: Pass | None | |
| R Python Translationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~5.5k | Automated safety check: Pass | Custom licence | |
| Twitter Searchsundial-org/awesome-openclaw-skills | 663 | — | ~2.3k | Automated safety check: Pass | None | |
| Car Tables Figuresfranklee16/academic-research-skills | 223 | 1 repos | ~997 | Automated safety check: Pass | None |
franklee16/academic-research-skills
A skill your agent uses when designing or defending the research design for a Journal of Business Venturing (JBV) manuscript — matching a methodologically pluralistic but theory-first approach…
liangdabiao/claude-data-analysis-ultra-main
Generates comprehensive analysis reports, executive summaries, and technical documentation.
brycewang-stanford/Auto-Empirical-Research-Skills
R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
sundial-org/awesome-openclaw-skills
Advanced Twitter search and social media data analysis. An agent skill from sundial-org/awesome-openclaw-skills.
franklee16/academic-research-skills
A skill your agent uses when building the exhibits of a Contemporary Accounting Research (CAR) manuscript — descriptive/correlation/results tables for archival work, experimental cell-means and…
franklee16/academic-research-skills
A skill your agent uses when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures…
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 building the theoretical engine of a Journal of the Association for Information Systems (JAIS) manuscript — original theory for the Theory category, a behavioral…. Jais Theory Development is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the theoretical engine of a Journal of the Association for Information Systems (JAIS) manuscript — original theory for the Theory category, a behavioral mechanism, an economic mechanism, a design theory, or a pre-theoretical framing for a novel digital phenomenon.
Jais Theory Development fits situations like: A behavioral mechanism; an economic mechanism; A design theory; A pre-theoretical framing for a novel digital phenomenon.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-theory-development -a claude-code`. Or copy the skill folder (Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jais-theory-development in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-theory-development -a codex`. Or copy the skill folder (Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-theory-development in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jais-theory-development 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 jais-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/jais-theory-development, .gemini/skills/jais-theory-development, .github/skills/jais-theory-development and .opencode/skills/jais-theory-development in your project.
SKILL.md names no scripts, command-line tools or credentials: Jais Theory Development 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.
Jais 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.
About 2.3k tokens (SKILL.md is roughly 9.2k 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 Jais Theory Development: Jbv Methods (franklee16/academic-research-skills, 223 stars), Report Writer (liangdabiao/claude-data-analysis-ultra-main, 290 stars), R Python Translation (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Twitter Search (sundial-org/awesome-openclaw-skills, 663 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 1,231 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.