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 jeem- sub-skill to invoke next, or when sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeem-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .claude/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .claude/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-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 jeem-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .agents/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .agents/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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 jeem-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .cursor/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .cursor/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-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 jeem-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .gemini/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .gemini/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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 jeem-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 jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .github/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .github/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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 jeem-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 jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow .opencode/skills/jeem-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 "jeem-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow into .opencode/skills/jeem-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeem-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.
jeem-workflowA skill your agent uses when deciding which jeem- sub-skill to invoke next, or when sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management…
Jeem Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jeem- sub-skill to invoke next, or when sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management (JEEM) submission. Routes — it does not replace — the specialized skills.
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 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.
Jeem Workflow loads about 1.9k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 765 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). 765 words, ~1,853 tokens.
.claude/skills/jeem-workflow/SKILL.md (or your agent's skills folder).This is the router. It tells you which jeem- skill to use at the current stage* of a manuscript aimed at the Journal of Environmental Economics and Management (JEEM) — the flagship field journal in environmental and resource economics, published by Elsevier (ScienceDirect, ISSN 0095-0696), six issues a year. JEEM rewards papers where a real environmental or resource problem — pollution and climate, energy, natural-resource depletion, ecosystem services, environmental regulation, or the value of a nonmarket good — is attacked with credible economics: a causal design exploiting policy variation, a tractable resource/pollution-control model, or a revealed- or stated-preference valuation that pins down a welfare-relevant parameter.
Operational tells that you are at JEEM and not a sibling: it is a field journal (the environmental mechanism must carry the paper, not be window-dressing on a generic applied-micro result); nonmarket valuation (hedonics, travel cost, contingent valuation, discrete-choice experiments) is a first-class branch here in a way it is not at the general-interest journals; there is a submission fee and the paper may be desk-rejected for scope or style non-compliance before review; submission is via Elsevier Editorial Manager; JEEM has a long-standing data-availability / replication expectation. Editors as of 2026: Roger von Haefen and Andreas Lange (检索于 2026-06;以官网为准). Re-verify volatile specifics on the official ScienceDirect pages.
| Current symptom | Next skill |
|---|---|
| Scope/fit uncertain; is the environmental angle load-bearing? | jeem-topic-selection |
| Contribution vs. JAERE / JPubE / Ecological Economics is fuzzy | jeem-literature-positioning |
| Causal design (regulation DiD, permit-market, RD, weather/pollution IV) or valuation identification is shaky | jeem-identification |
| A resource/pollution-control or dynamic model needs sharpening | jeem-theory-model |
| Results may be specification-, sample-, spatial-, or inference-sensitive | jeem-robustness |
| Exhibits (maps, event-study plots, WTP distributions) do not answer the question | jeem-tables-figures |
| Intro/abstract miss the JEEM voice; mechanism→policy link is buried | jeem-writing-style |
| Data/code deposit, monitoring/satellite/admin data documentation | jeem-replication-package |
| Likely referee objections should be pre-empted | jeem-referee-strategy |
| Close to submission; need the Editorial Manager + fee + scope preflight | jeem-submission |
| A decision letter / referee report needs a response plan | jeem-rebuttal |
jeem-topic-selection — lock the environmental/resource question and its policy stakesjeem-literature-positioning — stake the contribution against the field and the siblingsjeem-identification — causal design or valuation identificationjeem-theory-model — resource/pollution-control or dynamic model where one is neededjeem-robustness — specification, spatial, and inference stress testsjeem-tables-figures — exhibits that show the environmental signaljeem-writing-style — make the mechanism→welfare→policy chain land (intro last)jeem-replication-package — assemble the data/code deposit (incl. restricted-data paths)jeem-referee-strategy — anticipate the environmental-economics refereejeem-submission — Editorial Manager preflight + fee + scope gatejeem-rebuttal — after the decision letter
jeem-writing-styleis a late-stage polish; do not rewrite the intro before identification and the environmental mechanism settle.
JEEM spans distinct branches, and the binding constraint differs by branch. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| environmental-policy causal design (regulation DiD, cap-and-trade, RD in standards) | staggered-DiD credibility / permit-market confounders | jeem-identification |
| revealed-preference valuation (hedonics, travel cost) | spatial sorting, omitted amenities, market definition | jeem-identification → jeem-robustness |
| stated-preference valuation (CV, discrete-choice experiments) | survey design, hypothetical bias, scope sensitivity | jeem-identification → jeem-replication-package |
| resource/pollution-control theory model | the model must generate a testable or policy-relevant comparative static | jeem-theory-model |
| climate / weather IV / damage estimation | exogeneity of weather shocks, adaptation, spatial SEs | jeem-identification → jeem-robustness |
jeem-replication-package until acceptance — the data-availability expectation bites earlierA user says: "My paper estimates that a county air-quality regulation raised house prices, but a referee says my hedonic could be picking up neighborhood sorting and my standard errors ignore spatial correlation." That is two distinct JEEM pushbacks — a valuation-identification threat (sorting / omitted amenities owned by jeem-identification) and an inference threat (spatial dependence owned by jeem-robustness). Route to identification first to defend the amenity capitalization claim, then to robustness for Conley/spatial SEs; only once the capitalization estimate is stable do you return to jeem-tables-figures to map it and jeem-rebuttal to defend it.
if decision_letter_arrived: -> jeem-rebuttal
elif ready_to_submit: -> jeem-submission
elif anticipating_referees: -> jeem-referee-strategy
elif data_code_packaging: -> jeem-replication-package
elif exhibits_unclear: -> jeem-tables-figures
elif results_fragile: -> jeem-robustness
elif model_needs_work: -> jeem-theory-model
elif identification_or_valuation: -> jeem-identification
elif contribution_fuzzy: -> jeem-literature-positioning
else: -> jeem-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-Environmental-Economics-and-Management-Skills/skills/jeem-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jeem 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 |
|---|---|---|---|---|---|---|
| Jeem Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | 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 jeem- sub-skill to invoke next, or when sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management…. Jeem Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jeem- sub-skill to invoke next, or when sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management (JEEM) submission.
Jeem Workflow fits situations like: deciding which jeem- sub-skill to invoke next; sequencing manuscript work from scoping through rebuttal for a Journal of Environmental Economics and Management (JEEM) submission.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeem-workflow -a claude-code`. Or copy the skill folder (Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jeem-workflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeem-workflow -a codex`. Or copy the skill folder (Journal-of-Environmental-Economics-and-Management-Skills/skills/jeem-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jeem-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 jeem-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/jeem-workflow, .gemini/skills/jeem-workflow, .github/skills/jeem-workflow and .opencode/skills/jeem-workflow in your project.
SKILL.md names no scripts, command-line tools or credentials: Jeem 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.
Jeem 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 1.9k 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 Jeem 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.