Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when deciding which jmgmt- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmgmt-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmgmt-workflow --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-Management-Skills/skills/jmgmt-workflow .claude/skills/jmgmt-workflow && 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 "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .claude/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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-Management-Skills/skills/jmgmt-workflowType 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 jmgmt-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmgmt-workflow --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-Management-Skills/skills/jmgmt-workflow .agents/skills/jmgmt-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .agents/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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 jmgmt-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmgmt-workflow --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-Management-Skills/skills/jmgmt-workflow .cursor/skills/jmgmt-workflow && 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 "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .cursor/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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-Management-Skills/skills/jmgmt-workflow--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 jmgmt-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmgmt-workflow --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-Management-Skills/skills/jmgmt-workflow .gemini/skills/jmgmt-workflow && 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 "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .gemini/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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 jmgmt-workflowInstalls 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 jmgmt-workflow -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-Management-Skills/skills/jmgmt-workflow .github/skills/jmgmt-workflow && 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 "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .github/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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 jmgmt-workflow -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 jmgmt-workflow --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-Management-Skills/skills/jmgmt-workflow .opencode/skills/jmgmt-workflow && 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 "jmgmt-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Skills/skills/jmgmt-workflow into .opencode/skills/jmgmt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmgmt-workflow", 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.
jmgmt-workflowA skill your agent uses when deciding which jmgmt- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission.
Jmgmt Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jmgmt- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission. Routes — it does not replace — the specialized skills.
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 Research & Science. 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.
11 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.
Jmgmt Workflow loads about 1.7k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 720 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). 720 words, ~1,745 tokens.
.claude/skills/jmgmt-workflow/SKILL.md (or your agent's skills folder).This is the router. It tells you which jmgmt- skill to use at the current stage* of a manuscript aimed at the Journal of Management (JOM) — the Southern Management Association's general-management flagship, published by SAGE. JOM spans organizational behavior, human resource management, strategic management, entrepreneurship, and research methods (plus related industrial/organizational psychology). It rewards a clear theoretical contribution paired with rigorous method, and — uniquely among the field's top journals — it runs a celebrated review-article and meta-analysis tradition: invited and unsolicited Review Issues appear biannually (January and July).
Default assumption: unless the user says otherwise, treat the target as JOM. Operational tells that you are at JOM and not a sibling or a generic top journal: a hard 50-page limit that includes everything (text, notes, references, tables, figures); a 15-word title and 250-word abstract cap entered in the portal; masked (double-blind) review enforced by an anonymized data transparency table that discloses overlap with the authors' other papers; APA (7th) style; and a real appetite for systematic reviews / meta-analyses as standalone contributions. Editor-in-Chief: Cynthia E. Devers (Virginia Tech) (检索于 2026-06;以官网为准). Re-verify volatile specifics on the SAGE JOM author-instructions page.
| Current symptom | Next skill |
|---|---|
| Scope/fit uncertain, or empirical-vs-review path undecided | jmgmt-topic-selection |
| Hypotheses are bald predictions; mechanism/boundaries thin | jmgmt-theory-development |
| Contribution vs. adjacent journals (AMJ/SMJ/JMS) is fuzzy | jmgmt-literature-positioning |
| Design, construct validity, CMB, or endogeneity need work | jmgmt-methods |
| SEM/HLM/regression/meta-analysis estimation needs review | jmgmt-data-analysis |
| The "what new theory do we learn?" statement is missing | jmgmt-contribution-framing |
| Exhibits dense; correlation table / path model unclear | jmgmt-tables-figures |
| Intro/abstract miss the JOM voice; over 50 pages | jmgmt-writing-style |
| Ready to submit; need a SAGE/ScholarOne preflight | jmgmt-submission |
| Want masked-review timeline / desk-reject odds | jmgmt-review-process |
| Received an R&R; need a response-letter strategy | jmgmt-rebuttal |
jmgmt-topic-selection — lock the question and the empirical-vs-review pathjmgmt-theory-development — build the mechanism and a priori hypotheses (or the review's organizing framework)jmgmt-literature-positioning — stake the contribution vs. AMJ/SMJ/JMS/Org Sciencejmgmt-methods — match design to theory; CMB, endogeneity, levels, measurementjmgmt-data-analysis — SEM/HLM/regression or meta-analytic estimationjmgmt-contribution-framing — the theoretical-contribution statement and discussionjmgmt-tables-figures — correlation table, path/model figure, forest plotsjmgmt-writing-style — make the idea land; enforce the 50-page limit (abstract last)jmgmt-submission — SAGE/ScholarOne preflight + data transparency tablejmgmt-review-process — calibrate masked-review expectationsjmgmt-rebuttal — after the R&R
jmgmt-writing-styleis a late-stage polish; do not rewrite the intro before theory, design, and analysis settle. The 50-page guillotine often forces cuts after the contribution is fixed, not before.
JOM publishes several distinct article types, and the binding constraint differs by type. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| Micro empirical (OB/HR, survey/experiment) | construct validity + common-method bias + multilevel structure | jmgmt-methods |
| Macro empirical (strategy/entrepreneurship, archival panel) | endogeneity / identification + the theory it tests | jmgmt-theory-development → jmgmt-methods |
| Meta-analysis | coding protocol, artifact corrections, theory the synthesis advances | jmgmt-data-analysis (then jmgmt-contribution-framing) |
| Narrative / systematic review (for a Review Issue) | the organizing framework and forward agenda, not new data | jmgmt-theory-development → jmgmt-contribution-framing |
A user says: "My HR survey shows abusive supervision predicts turnover intention, but a reviewer says it's single-source cross-sectional and the theory is just labeled 'social exchange.'" That is two JOM pushbacks — common-method bias / causal-design weakness (owned by jmgmt-methods) and theory invoked by name but not used (owned by jmgmt-theory-development). Route to theory first to specify the exchange mechanism and a boundary, then to methods to add a time-lagged or multi-source wave; only once both settle do jmgmt-data-analysis (re-run the SEM) and jmgmt-tables-figures follow.
if decision_letter_arrived: -> jmgmt-rebuttal
elif ready_to_submit: -> jmgmt-submission
elif exhibits_unclear: -> jmgmt-tables-figures
elif over_50pp_or_intro_flat: -> jmgmt-writing-style
elif estimation_or_meta: -> jmgmt-data-analysis
elif design_or_cmb_or_endog: -> jmgmt-methods
elif theory_thin: -> jmgmt-theory-development
elif contribution_fuzzy: -> jmgmt-contribution-framing / jmgmt-literature-positioning
else: -> jmgmt-topic-selection© 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-Management-Skills/skills/jmgmt-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jmgmt Workflow 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 |
|---|---|---|---|---|---|---|
| Jmgmt Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
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 which jmgmt- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission. Jmgmt Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jmgmt- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission.
Jmgmt Workflow fits situations like: deciding which jmgmt- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmgmt-workflow -a claude-code`. Or copy the skill folder (Journal-of-Management-Skills/skills/jmgmt-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jmgmt-workflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmgmt-workflow -a codex`. Or copy the skill folder (Journal-of-Management-Skills/skills/jmgmt-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jmgmt-workflow 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 jmgmt-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jmgmt-workflow, .gemini/skills/jmgmt-workflow, .github/skills/jmgmt-workflow and .opencode/skills/jmgmt-workflow in your project.
SKILL.md names no scripts, command-line tools or credentials: Jmgmt Workflow 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.
Jmgmt Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 7k 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 Jmgmt Workflow: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k 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.