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 worlddev- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission.
Install Worlddev Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill worlddev-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills worlddev-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/World-Development-Skills/skills/worlddev-workflow .claude/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .claude/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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/World-Development-Skills/skills/worlddev-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 worlddev-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills worlddev-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/World-Development-Skills/skills/worlddev-workflow .agents/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .agents/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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 worlddev-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills worlddev-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/World-Development-Skills/skills/worlddev-workflow .cursor/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .cursor/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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 World-Development-Skills/skills/worlddev-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 worlddev-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills worlddev-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/World-Development-Skills/skills/worlddev-workflow .gemini/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .gemini/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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 worlddev-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 worlddev-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/World-Development-Skills/skills/worlddev-workflow .github/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .github/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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 worlddev-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 worlddev-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/World-Development-Skills/skills/worlddev-workflow .opencode/skills/worlddev-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 "worlddev-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Development-Skills/skills/worlddev-workflow into .opencode/skills/worlddev-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "worlddev-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
worlddev-workflow- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 645 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 worlddev- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission.
- Works in 11 steps: worlddev-topic-selection — lock the… → worlddev-literature-positioning — stake… → worlddev-identification — causal design… → …
- Deciding which worlddev- sub-skill to invoke next
- SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Worlddev Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which worlddev- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission. Routes — it does not replace — the specialized skills.
Its SKILL.md is about 1.6k 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 worlddev- sub-skill to invoke next
- Sequencing manuscript work from topic through rebuttal for a World Development (WD) submission
Example prompts
- “/worlddev-workflow”
Workflow steps
11 steps, taken from the first numbered list in SKILL.md.
- worlddev-topic-selection — lock the development question and WD-vs-sibling fit
- worlddev-literature-positioning — stake the contribution across disciplines
- worlddev-identification — causal design OR the inference logic of a qual/mixed paper
- worlddev-theory-model — the conceptual/analytical framework that organizes the evidence
- worlddev-robustness — sensitivity (quant) or trustworthiness/triangulation (qual)
- worlddev-tables-figures — exhibits, maps, and qualitative displays without asterisks
- worlddev-writing-style — reach the multidisciplinary reader (abstract + intro last)
- worlddev-replication-package — Elsevier data policy + qualitative transparency
- worlddev-referee-strategy — anticipate double-anonymized objections
- worlddev-submission — Editorial Manager preflight
- worlddev-rebuttal — after the decision letter
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
Worlddev Workflow loads about 1.6k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 645 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). 645 words, ~1,597 tokens.
Download SKILL.mdSave it as
.claude/skills/worlddev-workflow/SKILL.md (or your agent's skills folder).- name
- worlddev-workflow
- description
- Use when deciding which worlddev-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission. Routes — it does not replace — the specialized skills.
World Development Workflow Router (worlddev-workflow)
Overview
This is the router. It tells you which worlddev- skill to use at the current stage* of a manuscript aimed at World Development (WD) — the multidisciplinary development-studies journal published by Elsevier (founded 1973, monthly, ISSN 0305-750X / online 1873-5991). WD's defining feature, and the thing every routing decision must respect, is that it is methodologically pluralist: it publishes econometric and experimental work, but equally qualitative case studies, process tracing, ethnography, participatory methods, political-economy analysis, and policy/practice papers. The shared bar is real-world development relevance in low- and middle-income contexts — poverty, inequality, livelihoods, institutions, governance, aid and NGOs, agriculture and food security, health and education, conflict, gender, and environment-development.
The single biggest router mistake is treating WD as if it were an econometrics journal. It is not. Route a regression-discontinuity paper and a multi-site qualitative study through the same chain, but enter the chain at different links and apply a different bar for "credible evidence." Editors as of 2026: Jampel Dell'Angelo and Angelika Rettberg (检索于 2026-06；以官网为准). Review is double-anonymized; submission is via Elsevier Editorial Manager; abstract ≤250 words, 3–6 keywords.
When to trigger
- The user asks "what should I do next?" on a WD-targeted draft
- A draft is ping-ponging between framing, evidence, exhibits, and submission checks
- The contribution is unclear relative to siblings (JDE, WBER, JDS, EDCC)
- A WD decision letter arrived and the user needs to switch into revision mode
- A quantitatively-trained author has a qualitative or mixed-methods paper and is unsure how WD will judge it
Routing table
| Current symptom | Next skill |
|---|---|
| Scope/audience/outlet fit uncertain; is this WD or a sibling? | worlddev-topic-selection |
| Contribution vs. the development literature is fuzzy or undersold | worlddev-literature-positioning |
| Causal claim rests on OLS+controls; or a qual/mixed claim lacks an inference logic | worlddev-identification |
| The conceptual/analytical framework (development theory) is loose or decorative | worlddev-theory-model |
| Results may be specification-, sample-, measurement-, or interpretation-sensitive | worlddev-robustness |
| Exhibits dense; significance asterisks present; maps/qual evidence underused | worlddev-tables-figures |
| Prose is jargon-heavy and does not reach a multidisciplinary, policy audience | worlddev-writing-style |
| Data/code deposit, qualitative-transparency, or anonymization for review | worlddev-replication-package |
| Likely double-anonymized referee objections should be pre-empted | worlddev-referee-strategy |
| Close to submission; need the Editorial Manager preflight | worlddev-submission |
| An R&R or reject-and-resubmit arrived; need a response-letter plan | worlddev-rebuttal |
Show full SKILL.md (278 more words)Show less
Default order
worlddev-topic-selection— lock the development question and WD-vs-sibling fitworlddev-literature-positioning— stake the contribution across disciplinesworlddev-identification— causal design OR the inference logic of a qual/mixed paperworlddev-theory-model— the conceptual/analytical framework that organizes the evidenceworlddev-robustness— sensitivity (quant) or trustworthiness/triangulation (qual)worlddev-tables-figures— exhibits, maps, and qualitative displays without asterisksworlddev-writing-style— reach the multidisciplinary reader (abstract + intro last)worlddev-replication-package— Elsevier data policy + qualitative transparencyworlddev-referee-strategy— anticipate double-anonymized objectionsworlddev-submission— Editorial Manager preflightworlddev-rebuttal— after the decision letter
Writing-style is late-stage polish; do not rewrite the intro before the framework and evidence settle.
Routing by paper archetype
The binding constraint differs by what kind of paper this is. Read the archetype, then enter at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| Quantitative causal (DID, IV, RDD, RCT) | credible design + clustering at the right level | worlddev-identification |
| Qualitative (cases, process tracing, ethnography) | inference logic + transparency, not "more N" | worlddev-identification → worlddev-theory-model |
| Mixed-methods | integration — how strands actually combine, not run in parallel | worlddev-theory-model → worlddev-identification |
| Political-economy / institutional analysis | conceptual framework doing real analytical work | worlddev-theory-model |
| Policy / practice / aid-effectiveness | "so what for whom" + external validity | worlddev-topic-selection → worlddev-writing-style |
Anti-patterns
- Treating WD as interchangeable with Journal of Development Economics (rigorous development econometrics) — WD values relevance and methodological breadth, not only identification rigor
- Treating WD as World Bank Economic Review (Bank-affiliated, more economics-centric) or Journal of Development Studies (interdisciplinary but more political/sociological framing)
- Routing a qualitative paper as if "weak identification" were the problem when the real problem is an unstated inference logic
- Polishing prose before the framework, evidence hierarchy, and contribution are stable
- Letting an appendix carry claims the main text must establish
Output format
【Target】World Development (WD)
【Archetype】quant-causal / qualitative / mixed / political-economy / policy-practice
【Current bottleneck】fit / contribution / design / framework / evidence / exhibits / style / replication / submission / revision
【Next skill】<one worlddev-* skill>
【Reason】why this is the binding constraint for THIS archetype
【Source check】official facts verified or marked 待核实© 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 World-Development-Skills/skills/worlddev-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Worlddev 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 |
|---|---|---|---|---|---|---|
| Worlddev Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Read arXiv Paperkarpathy/nanochat | 58k | 2 repos | ~494 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT |
Similar skills
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.
Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
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
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
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Categories
Questions about Worlddev Workflow
What does Worlddev Workflow do?
A skill your agent uses when deciding which worlddev- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission. Worlddev Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which worlddev- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission.
When should I use Worlddev Workflow?
Worlddev Workflow fits situations like: deciding which worlddev- sub-skill to invoke next; sequencing manuscript work from topic through rebuttal for a World Development (WD) submission.
How do I install Worlddev Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill worlddev-workflow -a claude-code`. Or copy the skill folder (World-Development-Skills/skills/worlddev-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/worlddev-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Worlddev Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill worlddev-workflow -a codex`. Or copy the skill folder (World-Development-Skills/skills/worlddev-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/worlddev-workflow in your project. Codex loads it when a task matches its description.
Can I use Worlddev 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 worlddev-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/worlddev-workflow, .gemini/skills/worlddev-workflow, .github/skills/worlddev-workflow and .opencode/skills/worlddev-workflow in your project.
What does Worlddev Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Worlddev Workflow is instructions for the agent only.
Does Worlddev 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 Worlddev 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 Worlddev Workflow use?
Worlddev 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 Worlddev Workflow use?
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Worlddev Workflow?
Skills that share tags, products or a category with Worlddev Workflow: Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars) and Read arXiv Paper (karpathy/nanochat, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Worlddev Workflow?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.