Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Access 4M+ economics working papers and articles via RePEc API
$ npx skills add wentorai/research-plugins --skill repec-economics-api -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins repec-economics-api --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/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .claude/skills/repec-economics-api && 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 "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .claude/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-apiType 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 wentorai/research-plugins --skill repec-economics-api -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins repec-economics-api --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .agents/skills/repec-economics-api && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .agents/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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 wentorai/research-plugins --skill repec-economics-api -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins repec-economics-api --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .cursor/skills/repec-economics-api && 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 "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .cursor/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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/wentorai/research-plugins.git --path skills/domains/economics/repec-economics-api--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 wentorai/research-plugins --skill repec-economics-api -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins repec-economics-api --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .gemini/skills/repec-economics-api && 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 "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .gemini/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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 wentorai/research-plugins repec-economics-apiInstalls 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 wentorai/research-plugins --skill repec-economics-api -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .github/skills/repec-economics-api && 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 "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .github/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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 wentorai/research-plugins --skill repec-economics-api -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins repec-economics-api --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/economics/repec-economics-api .opencode/skills/repec-economics-api && 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 "repec-economics-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/economics/repec-economics-api into .opencode/skills/repec-economics-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repec-economics-api", 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.
repec-economics-apiAccess 4M+ economics working papers and articles via RePEc API
Repec Economics API is an agent skill from wentorai/research-plugins. Access 4M+ economics working papers and articles via RePEc API
Its SKILL.md is about 1.4k 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: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
Read from SKILL.md and the folder at commit bf44b3c. 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.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
ideas.repec.orgcitec.repec.orgapi.repec.orglogec.repec.orgAlso links to:
econpapers.repec.orgauthors.repec.orgFrom 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.
Repec Economics API loads about 1.4k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 178 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 wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 178 words, ~1,372 tokens.
.claude/skills/repec-economics-api/SKILL.md (or your agent's skills folder).RePEc is the largest decentralized bibliographic database for economics, indexing 4.4M+ items (working papers, journal articles, books, software) from 2,600+ publishers. It powers IDEAS and EconPapers — the two most-used economics paper search engines. The API provides metadata access and citation data. Free, no authentication required for basic access.
# Search economics papers
curl "https://ideas.repec.org/cgi-bin/htsearch?q=monetary+policy+inflation&cmd=Search&fmt=json"
# Search specific types
# Working papers
curl "https://ideas.repec.org/cgi-bin/htsearch?q=fiscal+stimulus&ul=%%2Fp%%2F&fmt=json"
# Journal articles
curl "https://ideas.repec.org/cgi-bin/htsearch?q=trade+liberalization&ul=%%2Fa%%2F&fmt=json"# Get metadata for a handle
curl "https://api.repec.org/handle?handle=RePEc:nbr:nberwo:28104"
# Author profile by short-id
curl "https://api.repec.org/author?short-id=ppi1"
# List items in a series
curl "https://api.repec.org/series?series=RePEc:nbr:nberwo"# Get citations for a paper
curl "https://citec.repec.org/api/plain/RePEc:nbr:nberwo:28104"
# Response: list of citing paper handles# Get download/view statistics
curl "https://logec.repec.org/scripts/paperstat.pf?h=RePEc:nbr:nberwo:28104"RePEc:{archive}:{series}:{id}
Examples:
RePEc:nbr:nberwo:28104 → NBER Working Paper 28104
RePEc:aea:aecrev:v:114:y:2024:i:1:p:1-25 → AER article
RePEc:ecm:emetrp:v:92:y:2024:i:3:p:821-845 → Econometrica article
RePEc:red:sed024:1234 → SED 2024 meeting paper| Prefix | Publisher |
|---|---|
nbr | National Bureau of Economic Research (NBER) |
aea | American Economic Association |
ecm | Econometric Society |
wbk | World Bank |
imf | International Monetary Fund |
fed | Federal Reserve System |
cpr | Centre for Economic Policy Research (CEPR) |
import requests
IDEAS_URL = "https://ideas.repec.org/cgi-bin/htsearch"
CITEC_URL = "https://citec.repec.org/api/plain"
def search_economics(query: str, max_results: int = 20,
paper_type: str = None) -> list:
"""Search economics papers on IDEAS/RePEc."""
params = {
"q": query,
"cmd": "Search",
"fmt": "json",
"ps": max_results,
}
if paper_type == "working_papers":
params["ul"] = "%2Fp%2F"
elif paper_type == "articles":
params["ul"] = "%2Fa%2F"
resp = requests.get(IDEAS_URL, params=params, timeout=30)
resp.raise_for_status()
data = resp.json()
results = []
for item in data.get("matches", []):
results.append({
"title": item.get("title", ""),
"url": item.get("url", ""),
"handle": item.get("handle", ""),
"authors": item.get("authors", ""),
"date": item.get("date", ""),
"abstract": item.get("abstract", "")[:300],
})
return results
def get_citations(handle: str) -> list:
"""Get papers citing a given RePEc handle."""
resp = requests.get(f"{CITEC_URL}/{handle}", timeout=30)
resp.raise_for_status()
citations = []
for line in resp.text.strip().split("\n"):
line = line.strip()
if line and line.startswith("RePEc:"):
citations.append(line)
return citations
def search_working_papers(topic: str) -> list:
"""Search specifically for working papers."""
return search_economics(topic, paper_type="working_papers")
# Example: find monetary policy research
papers = search_economics("central bank digital currency", max_results=10)
for p in papers:
print(f"[{p['date']}] {p['title']}")
print(f" {p['authors']}")
# Example: citation analysis
if papers and papers[0].get("handle"):
cites = get_citations(papers[0]["handle"])
print(f"\nCited by {len(cites)} papers")
for c in cites[:5]:
print(f" {c}")| Product | URL | Description |
|---|---|---|
| IDEAS | ideas.repec.org | Full-text search engine |
| EconPapers | econpapers.repec.org | Alternative search interface |
| CitEc | citec.repec.org | Citation analysis |
| LogEc | logec.repec.org | Usage statistics |
| AuthorService | authors.repec.org | Author profiles and rankings |
| CollEc | collec.repec.org | Institutional research output |
RePEc publishes monthly rankings of economists, institutions, and journals based on citations, downloads, and h-index:
# Top economists
curl "https://ideas.repec.org/top/top.person.all.html"
# Top institutions
curl "https://ideas.repec.org/top/top.inst.all.html"© wentorai, 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 skills/domains/economics/repec-economics-api of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Repec Economics API 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 |
|---|---|---|---|---|---|---|
| Repec Economics API this skillwentorai/research-plugins | 298 | 1 repos | ~1.4k | 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 | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | 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.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Categories
Access 4M+ economics working papers and articles via RePEc API. Repec Economics API is an agent skill from wentorai/research-plugins.
Repec Economics API fits situations like: research & Science work in your project.
Run `npx skills add wentorai/research-plugins --skill repec-economics-api -a claude-code`. Or copy the skill folder (skills/domains/economics/repec-economics-api in wentorai/research-plugins) into .claude/skills/repec-economics-api in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill repec-economics-api -a codex`. Or copy the skill folder (skills/domains/economics/repec-economics-api in wentorai/research-plugins) into .agents/skills/repec-economics-api 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 wentorai/research-plugins --skill repec-economics-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/repec-economics-api, .gemini/skills/repec-economics-api, .github/skills/repec-economics-api and .opencode/skills/repec-economics-api in your project.
Going by SKILL.md and its folder, Repec Economics API needs the command-line tools its instructions call (curl). Our summary lists: Python 3.
SKILL.md names 6 domains. In commands or code: ideas.repec.org, citec.repec.org, api.repec.org and logec.repec.org; the agent is likely to contact these when it follows the instructions. As links in the text: econpapers.repec.org and authors.repec.org. 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.
Repec Economics API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.5k 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 Repec Economics API: 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.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.