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 arecon- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE)…
Install Arecon Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arecon-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .claude/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .claude/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-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 arecon-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .agents/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .agents/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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 arecon-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .cursor/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .cursor/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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 Annual-Review-of-Economics-Skills/skills/arecon-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 arecon-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .gemini/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .gemini/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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 arecon-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 arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .github/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .github/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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 arecon-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 arecon-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/Annual-Review-of-Economics-Skills/skills/arecon-workflow .opencode/skills/arecon-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 "arecon-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Economics-Skills/skills/arecon-workflow into .opencode/skills/arecon-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arecon-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
arecon-workflow- GitHub stars
- 1.2k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 728 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 arecon- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE)…
- Works in 11 steps: arecon-topic-selection — confirm the… → arecon-proposal-framing — get the topic… → arecon-literature-synthesis — gather and… → …
- Deciding which arecon- 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
Arecon Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which arecon- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript. 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 arecon- sub-skill to invoke next
- Sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript
Example prompts
- “/arecon-workflow”
Workflow steps
11 steps, taken from the first numbered list in SKILL.md.
- arecon-topic-selection — confirm the field is ARE-scale (mature, important, needs synthesis)
- arecon-proposal-framing — get the topic to the Editorial Committee / shape the accepted invitation
- arecon-literature-synthesis — gather and read the literature systematically
- arecon-organizing-framework — impose the analytical spine
- arecon-evidence-standards — appraise primary-study credibility; balance competing views
- arecon-tables-figures — summary tables and the conceptual figure
- arecon-writing-style — the authoritative-yet-accessible ARE voice (abstract + intro last)
- arecon-editor-strategy — scope and the Committee/production relationship
- arecon-submission — Annual Reviews delivery preflight
- arecon-review-process — what the Committee review cycle looks like
- arecon-revision — after the editor/referee 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
Arecon Workflow loads about 1.7k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 728 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). 728 words, ~1,677 tokens.
Download SKILL.mdSave it as
.claude/skills/arecon-workflow/SKILL.md (or your agent's skills folder).- name
- arecon-workflow
- description
- Use when deciding which arecon-* sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript. Routes — it does not replace — the specialized skills.
ARE Workflow Router (arecon-workflow)
Overview
This is the router. It tells you which arecon- skill to use at the current stage* of an invited review article aimed at the Annual Review of Economics (ARE) — the Annual Reviews (nonprofit) survey series for economics, founded 2009, published as an annual volume with a high impact factor (检索于 2026-06；11.4 in 2024, ~5th of 617 econ journals；以官网为准). ARE does not publish original empirical research. It publishes authoritative, accessible review articles that synthesize a field for specialists and adjacent economists. So the lifecycle is not "design → identify → estimate → defend"; it is scope a synthesis-worthy field → secure the invitation → read the whole literature → impose an organizing framework → appraise the evidence fairly → land the ARE voice → clear the Annual Reviews production process → revise.
Default assumption: unless the user says otherwise, treat the target as ARE and the artefact as an invited review, not a primary-research paper. Operational tells that you are at ARE and not a sibling: the work reviews other people's results rather than reporting its own; unsolicited manuscripts are not accepted — the Editorial Committee commissions topics and authors (you can suggest a topic, but you cannot self-submit a finished paper the way you would to a journal) (检索于 2026-06；以官网为准); there is no identification strategy and no replication package of your own data (you appraise the studies you cover); the contribution is an analytical map of a field, not a new estimate. If the user actually has original results, they want a primary-research journal (AER, QE, an AEJ), not ARE — say so.
When to trigger
- The user asks "what should I do next?" on an invited review
- A review draft reads like an annotated bibliography and needs a spine
- Work is ping-ponging between coverage, framing, balance, and the invitation pitch
- An ARE editor/referee letter arrived and the user needs to switch into revision mode
Routing table
| Current symptom | Next skill |
|---|---|
| Unsure the field is mature/important enough to review for ARE | arecon-topic-selection |
| Need to get the topic in front of the Editorial Committee / accept an invitation | arecon-proposal-framing |
| Reading is unsystematic; citation gaps likely | arecon-literature-synthesis |
| Draft is a list of papers, not an argument about the field | arecon-organizing-framework |
| Conflicting findings; credibility of primary studies needs weighing | arecon-evidence-standards |
| Coverage, balance, or self-promotion concerns | arecon-evidence-standards (balance lens) |
| Need who-found-what tables or a conceptual framework figure | arecon-tables-figures |
| Prose is dense/jargon-laden; a non-specialist economist can't follow | arecon-writing-style |
| Working with the Annual Reviews production editor / Committee on scope | arecon-editor-strategy |
| Ready to deliver the commissioned draft; need a preflight | arecon-submission |
| Want to understand the Committee review cycle / timeline | arecon-review-process |
| Received editor/referee feedback on the review | arecon-revision |
Show full SKILL.md (296 more words)Show less
Default order
arecon-topic-selection— confirm the field is ARE-scale (mature, important, needs synthesis)arecon-proposal-framing— get the topic to the Editorial Committee / shape the accepted invitationarecon-literature-synthesis— gather and read the literature systematicallyarecon-organizing-framework— impose the analytical spinearecon-evidence-standards— appraise primary-study credibility; balance competing viewsarecon-tables-figures— summary tables and the conceptual figurearecon-writing-style— the authoritative-yet-accessible ARE voice (abstract + intro last)arecon-editor-strategy— scope and the Committee/production relationshiparecon-submission— Annual Reviews delivery preflightarecon-review-process— what the Committee review cycle looks likearecon-revision— after the editor/referee letter
arecon-writing-styleis a late-stage polish; do not rewrite the intro before the organizing framework and evidence appraisal settle. The invitation comes early — ARE is commissioning-first, soarecon-proposal-framingprecedes the heavy reading.
Anti-patterns
- Treating ARE as a journal you submit to cold — it is invitation-driven; unsolicited manuscripts are not accepted (检索于 2026-06；以官网为准)
- Treating the review as an annotated bibliography (no framework) — the cardinal review-article failure
- Using the author's own line of work as the review's center of gravity (self-promotion)
- Importing primary-research instincts: there is no "identification" or "replication package" of your own — you appraise others' designs
- Confusing ARE with JEL (the AEA's in-depth survey of record, proposal/full-paper intake) or JEP (shorter, non-technical, broad audience), or with a Handbook chapter
Routing by review archetype
A "review" is not one thing; the bottleneck differs by type. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| field-defining synthesis (broad subfield) | scope is enormous; needs a taxonomy | arecon-organizing-framework |
| methods/tool review (an estimator or modeling family) | accessibility to non-specialists; worked intuition | arecon-writing-style |
| empirical-evidence stocktake (what is the consensus?) | weighing conflicting results by credibility | arecon-evidence-standards |
| emerging-area review (young, fast-moving) | is it mature enough for an ARE volume yet? | arecon-topic-selection |
Minimal decision snippet
if editor_or_referee_letter: -> arecon-revision
elif ready_to_deliver_draft: -> arecon-submission
elif prose_dense_or_inaccessible: -> arecon-writing-style
elif need_tables_or_figures: -> arecon-tables-figures
elif evidence_credibility_or_balance: -> arecon-evidence-standards
elif reads_like_a_list: -> arecon-organizing-framework
elif reading_unsystematic: -> arecon-literature-synthesis
elif no_invitation_yet: -> arecon-proposal-framing
else: -> arecon-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 Annual-Review-of-Economics-Skills/skills/arecon-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Arecon 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 |
|---|---|---|---|---|---|---|
| Arecon Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | 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 Arecon Workflow
What does Arecon Workflow do?
A skill your agent uses when deciding which arecon- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE)…. Arecon Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which arecon- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript.
When should I use Arecon Workflow?
Arecon Workflow fits situations like: deciding which arecon- sub-skill to invoke next; sequencing an invited review article from topic through revision for an Annual Review of Economics (ARE) manuscript.
How do I install Arecon Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arecon-workflow -a claude-code`. Or copy the skill folder (Annual-Review-of-Economics-Skills/skills/arecon-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/arecon-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Arecon Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arecon-workflow -a codex`. Or copy the skill folder (Annual-Review-of-Economics-Skills/skills/arecon-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/arecon-workflow in your project. Codex loads it when a task matches its description.
Can I use Arecon 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 arecon-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/arecon-workflow, .gemini/skills/arecon-workflow, .github/skills/arecon-workflow and .opencode/skills/arecon-workflow in your project.
What does Arecon Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Arecon Workflow is instructions for the agent only.
Does Arecon 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 Arecon 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 Arecon Workflow use?
Arecon 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 Arecon Workflow use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 Arecon Workflow?
Skills that share tags, products or a category with Arecon 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 Arecon 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.