基于 SOC 职业分类
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill edgartools命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
中英双语学术降 AIGC / bilingual academic de-AIGC skill. Removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences — in both English and Chinese. Covers Turnitin AI, GPTZero, Originality.ai on the English side and 知网 AMLC, 万方, 维普 on the Chinese side. Uses a six-step loop (intake → audit → claim-evidence check → differentiated rewrite → five-dimension self-score → cold-reader recheck) with two pattern libraries (22 English + 17 Chinese patterns), section-by-section strategies for empirical papers, and hard protections that keep every number, coefficient, and citation intact.
Use when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.
| name | EdgarTools |
| description | Query and analyze SEC filings using EdgarTools |
Analyze SEC filings and financial statements.
| Skill | Purpose |
|---|---|
| core (this directory) | Company lookup, filings, search |
| financials/ | Financial statements and metrics |
| reports/ | 10-K/10-Q/8-K section extraction |
| holdings/ | 13F institutional holdings |
| ownership/ | Form 3/4/5 insider transactions |
| xbrl/ | Low-level XBRL facts and concepts |
| forms.yaml | SEC form type mappings |
Each skill directory has skill.yaml (patterns and examples) and sharp-edges.yaml (common mistakes to avoid).
from edgar import set_identity
set_identity("Your Name your@email.com") # Required
Every object has .docs for API reference:
company.docs # Full API guide
company.docs.search("filings") # Search for specific topic
filing.docs.search("xbrl") # How to access XBRL
from edgar import Company, get_filings, find
company = Company("AAPL") # By ticker
filing = find("0000320193-25-000079") # By accession
filings = get_filings(form="10-K", year=2024) # Discovery