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 eer- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission.
Install Eer Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eer-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eer-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/European-Economic-Review-Skills/skills/eer-workflow .claude/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .claude/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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/European-Economic-Review-Skills/skills/eer-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 eer-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eer-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/European-Economic-Review-Skills/skills/eer-workflow .agents/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .agents/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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 eer-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eer-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/European-Economic-Review-Skills/skills/eer-workflow .cursor/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .cursor/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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 European-Economic-Review-Skills/skills/eer-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 eer-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills eer-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/European-Economic-Review-Skills/skills/eer-workflow .gemini/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .gemini/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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 eer-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 eer-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/European-Economic-Review-Skills/skills/eer-workflow .github/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .github/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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 eer-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 eer-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/European-Economic-Review-Skills/skills/eer-workflow .opencode/skills/eer-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 "eer-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/European-Economic-Review-Skills/skills/eer-workflow into .opencode/skills/eer-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eer-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.
Facts
- Skill name
eer-workflow- GitHub stars
- 1.2k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 704 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding which eer- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission.
- Works in 11 steps: eer-topic-selection — confirm the… → eer-literature-positioning — stake the… → eer-identification — make the empirical… → …
- Deciding which eer- sub-skill to invoke next
- SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Eer Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which eer- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) 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.
When your agent uses it
- Deciding which eer- sub-skill to invoke next
- Sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission
Example prompts
- “/eer-workflow”
Workflow steps
11 steps, taken from the first numbered list in SKILL.md.
- eer-topic-selection — confirm the question is general-interest, not field-niche
- eer-literature-positioning — stake the contribution vs. the frontier (incl. vs. JEEA/EJ)
- eer-identification — make the empirical causal design credible
- eer-theory-model — build/tighten the model or conceptual frame
- eer-robustness — stress-test estimates to specs, samples, inference
- eer-tables-figures — exhibits with SEs, no significance-star worship
- eer-writing-style — make the idea land (abstract + intro + highlights last)
- eer-replication-package — assemble the mandatory-replication-policy deposit
- eer-referee-strategy — pre-empt the objections a single-blind referee will raise
- eer-submission — Editorial Manager preflight (fee, format, declarations)
- eer-rebuttal — after the R&R
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
Eer Workflow loads about 1.7k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 704 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). 704 words, ~1,706 tokens.
Download SKILL.mdSave it as
.claude/skills/eer-workflow/SKILL.md (or your agent's skills folder).- name
- eer-workflow
- description
- Use when deciding which eer-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission. Routes — it does not replace — the specialized skills.
EER Workflow Router (eer-workflow)
Overview
This is the router. It tells you which eer- skill to use at the current stage* of a manuscript aimed at the European Economic Review (EER) — Elsevier's long-standing (founded 1969) general-interest European economics journal, hosted on ScienceDirect (ISSN 0014-2921). EER publishes all fields of economics, theory and empirical — macro, micro, labor, public, IO, international, finance, behavioral — and rewards papers of broad interest with a credible identification or theoretical contribution, not narrow field-specialist increments.
Default assumption: unless the user says otherwise, treat the target as EER. Operational tells that you are at EER and not a sibling or a field journal: submission is via Editorial Manager (editorialmanager.com/eerev); review is single-anonymized (single-blind — referees see author identities) (检索于 2026-06；以官网为准); there is a non-refundable submission fee (EUR 125 regular / EUR 100 PhD-student; Research4Life Group A waiver) (检索于 2026-06；以官网为准); accepted empirical/simulation/experimental papers must meet the mandatory replication policy (data, code, computational details before publication); house style is Elsevier-economics (structured abstract, JEL codes, keywords, research highlights, declaration of interest, standard errors reported). The "European" in the title is institutional history, not a scope restriction — topics need not be about Europe. Editors as of 2026 include Evi Pappa, David K. Levine, Stefania Garetto, Peter Rupert, Robert Sauer (检索于 2026-06；以官网为准). Re-verify volatile specifics on the official Elsevier/ScienceDirect pages.
When to trigger
- The user asks "what should I do next?"
- A draft needs its current bottleneck diagnosed
- Work is ping-ponging between identification, theory, writing, and the response letter
- An EER decision letter arrived and the user needs to switch into revision mode
Routing table
| Current symptom | Next skill |
|---|---|
| Question feels narrow / field-specialist, not general-interest | eer-topic-selection |
| Contribution vs. the literature is fuzzy or oversold | eer-literature-positioning |
| Empirical causal design is shaky (OLS+controls, naive TWFE, weak IV) | eer-identification |
| A theory/model is needed or the existing one is loose | eer-theory-model |
| Results may not survive specification / sample / inference changes | eer-robustness |
| Exhibits are dense; significance asterisks dominate; no SEs | eer-tables-figures |
| Prose buries the idea; abstract/intro/highlights do not land | eer-writing-style |
| Data/code deposit, README, replication-policy prep | eer-replication-package |
| Want to anticipate referee objections before submitting | eer-referee-strategy |
| Ready to submit via Editorial Manager; need a preflight | eer-submission |
| Received an R&R; need a response-letter strategy | eer-rebuttal |
Default order
eer-topic-selection— confirm the question is general-interest, not field-nicheeer-literature-positioning— stake the contribution vs. the frontier (incl. vs. JEEA/EJ)eer-identification— make the empirical causal design credibleeer-theory-model— build/tighten the model or conceptual frameeer-robustness— stress-test estimates to specs, samples, inferenceeer-tables-figures— exhibits with SEs, no significance-star worshipeer-writing-style— make the idea land (abstract + intro + highlights last)eer-replication-package— assemble the mandatory-replication-policy depositeer-referee-strategy— pre-empt the objections a single-blind referee will raiseeer-submission— Editorial Manager preflight (fee, format, declarations)eer-rebuttal— after the R&R
eer-writing-styleis a late-stage polish; do not rewrite the intro before identification/theory settle. For a pure-theory paper,eer-theory-modelprecedeseer-identification(or replaces it).
Show full SKILL.md (227 more words)Show less
Anti-patterns
- Treating EER as a Europe-only or field journal — the bar is general interest across all of economics
- Polishing exhibits (
eer-tables-figures) while the identification is still moving - Deferring
eer-replication-packageuntil acceptance — assemble the deposit as you build results - Forgetting the non-refundable submission fee and submitting an out-of-scope paper that desk-rejects
- Confusing EER with JEEA (the EEA's own flagship) or The Economic Journal (RES flagship)
Routing by paper archetype
EER spans theory and many empirical fields; the bottleneck differs by archetype. Read the row, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| applied micro / labor / public causal design | staggered-DID or weak-IV credibility | eer-identification |
| macro / quantitative model | model discipline + mapping to data | eer-theory-model → eer-robustness |
| pure theory / micro-theory | sharpness + generality of the result | eer-theory-model |
| experiment / behavioral | pre-registration, balance, MHT, instructions | eer-identification → eer-replication-package |
Worked routing example (illustrative)
A user says: "My labor paper uses event-study DID on a staggered minimum-wage rollout, but a referee says the parallel-trends story is thin and the result might be driven by one state." Two distinct EER pushbacks — design credibility (heterogeneity-robust DID, clean pre-trends) owned by eer-identification, and fragility (leave-one-state-out, alternative samples) owned by eer-robustness. Route to eer-identification first; once the event-study leads are flat and the modern estimator agrees (say the effect settles at -2.1% employment, s.e. 0.8, illustrative), move to eer-robustness, then eer-tables-figures and eer-rebuttal.
Minimal decision snippet
if decision_letter_arrived: -> eer-rebuttal
elif ready_to_submit: -> eer-submission
elif anticipating_referees: -> eer-referee-strategy
elif deposit_or_replication: -> eer-replication-package
elif exhibits_or_significance: -> eer-tables-figures
elif results_may_be_fragile: -> eer-robustness
elif needs_model: -> eer-theory-model
elif identification_shaky: -> eer-identification
elif claim_or_positioning_fuzzy: -> eer-literature-positioning
else: -> eer-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
Files
Just SKILL.md in European-Economic-Review-Skills/skills/eer-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Eer 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 |
|---|---|---|---|---|---|---|
| Eer 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 |
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GitHub Deep Research
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.
Nature Paper Card
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.
Content Research Writer
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.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
Last30days
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Research what people actually say about any topic in the last 30 days.
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Questions about Eer Workflow
What does Eer Workflow do?
A skill your agent uses when deciding which eer- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission. Eer Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which eer- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission.
When should I use Eer Workflow?
Eer Workflow fits situations like: deciding which eer- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission.
How do I install Eer Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eer-workflow -a claude-code`. Or copy the skill folder (European-Economic-Review-Skills/skills/eer-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/eer-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Eer Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill eer-workflow -a codex`. Or copy the skill folder (European-Economic-Review-Skills/skills/eer-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/eer-workflow in your project. Codex loads it when a task matches its description.
Can I use Eer Workflow 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 eer-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/eer-workflow, .gemini/skills/eer-workflow, .github/skills/eer-workflow and .opencode/skills/eer-workflow in your project.
What does Eer Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Eer Workflow is instructions for the agent only.
Does Eer Workflow 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 Eer Workflow 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 Eer Workflow use?
Eer Workflow 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 Eer Workflow use?
About 1.7k tokens (SKILL.md is roughly 6.8k 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 Eer Workflow?
Skills that share tags, products or a category with Eer 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.
Who maintains Eer Workflow?
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.