Econometric Research Writing
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
Agent skill
Econ Abstract Writing
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Guide for writing the abstract of an academic economics paper.
Install Econ Abstract Writing
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econ-abstract-writing --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/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .claude/skills/econ-abstract-writing && 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 "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .claude/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstractType 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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econ-abstract-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .agents/skills/econ-abstract-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .agents/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econ-abstract-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .cursor/skills/econ-abstract-writing && 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 "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .cursor/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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/Auto-Empirical-Research-Skills.git --path skills/27-dariia-m-my_claude_skills/abstract--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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econ-abstract-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .gemini/skills/econ-abstract-writing && 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 "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .gemini/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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/Auto-Empirical-Research-Skills econ-abstract-writingInstalls 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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .github/skills/econ-abstract-writing && 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 "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .github/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -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/Auto-Empirical-Research-Skills econ-abstract-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/27-dariia-m-my_claude_skills/abstract .opencode/skills/econ-abstract-writing && 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 "econ-abstract-writing" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/27-dariia-m-my_claude_skills/abstract into .opencode/skills/econ-abstract-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econ-abstract-writing", 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
econ-abstract-writing- GitHub stars
- 4.6k
- Token cost
- ~3k tokens
- SKILL.md length
- 1,685 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Guide for writing the abstract of an academic economics paper.
- Works in 4 steps: (Often) Open directly with the research… → (Sometimes) Open with one sentence of… → (Almost always) Spend most of the space… → …
- The user asks for help writing
- SKILL.md covers The Evidence on What Works, The Core Structure, Section-by-Section Guidance and Length and Word Limits, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Econ Abstract Writing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Guide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an abstract for an economics paper - whether empirical micro, development economics, applied economics, or related fields. Also trigger when the user mentions "abstract," "paper summary," or asks how to compress their findings into a short description. This skill synthesizes best practices from David Evans (CGDev), Marc Bellemare, and patterns observed in top…
Its SKILL.md is about 3k 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, covering Scientific writing and Econometrics and empirical research. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- The user asks for help writing
- Structuring an abstract for an economics paper - whether empirical micro
- Development economics
- Applied economics
Example prompts
- “abstract,”
- “paper summary,”
- “/econ-abstract-writing”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- (Often) Open directly with the research question and empirical approach
- (Sometimes) Open with one sentence of motivation, then jump into the research question and empirical approach
- (Almost always) Spend most of the space on a detailed discussion of the results
- (Sometimes) Close with one sentence on the implications of the results
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. 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
Links to these hosts (documentation or services it may open):
cgdev.org
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
Econ Abstract Writing loads about 3k tokens when it runs. Until then it costs about 147 tokens; SKILL.md has 1,685 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,685 words (~3,023 tokens).
“A lot of people will read no further than the abstract of your paper to decide whether it is worth reading, sharing, or citing. Some will not even get past the title. The abstract is your most compressed sales pitch…”
- name
- econ-abstract-writing
Files
Just SKILL.md in skills/27-dariia-m-my_claude_skills/abstract of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Econ Abstract Writing 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 |
|---|---|---|---|---|---|---|
| Econ Abstract Writing this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~3k | Automated safety check: Pass | Custom licence | |
| Econometric Research Writingfranklee16/academic-research-skills | 223 | — | ~2.4k | Automated safety check: Pass | None | |
| Fin Paper Writingcsmar432/finai-research | 109 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Nature-Style Scientific FiguresYuan1z0825/nature-skills | 47k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT |
Similar skills
Fin Paper Writing
csmar432/finai-research
经济金融论文写作编排器。根据PAPEROUTLINE.md和REFINEDDESIGN.md，编排调用fin-paper-draft（正文写作）、fin-paper-figure（图表生成）、fin-review-loop（review循环），管理版本并确保章节间的一致性。
Nature-Style Scientific Figures
Yuan1z0825/nature-skills
Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
Academic Paper Composer
lishix520/academic-paper-skills
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.
More from brycewang-stanford/Auto-Empirical-Research-Skills
All 383 skills in this repoAer Consistency
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables…
Latex Paper En
brycewang-stanford/Auto-Empirical-Research-Skills
English LaTeX academic paper assistant for existing .tex projects.
Bayesian Workflow
brycewang-stanford/Auto-Empirical-Research-Skills
Opinionated Bayesian modeling workflow with PyMC and ArviZ. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
Daily Paper Generator
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…
Five Questions
brycewang-stanford/Auto-Empirical-Research-Skills
Deeply analyze any empirical economics PDF using the five-question framework (五问框架): research question, identification strategy, core estimand, robustness logic, and scholarly contribution.
Kaggle Research
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an…
Related
Categories
Questions about Econ Abstract Writing
What does Econ Abstract Writing do?
Guide for writing the abstract of an academic economics paper. Econ Abstract Writing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Guide for writing the abstract of an academic economics paper.
When should I use Econ Abstract Writing?
Econ Abstract Writing fits situations like: the user asks for help writing; structuring an abstract for an economics paper - whether empirical micro; development economics; applied economics.
How do I install Econ Abstract Writing in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a claude-code`. Or copy the skill folder (skills/27-dariia-m-my_claude_skills/abstract in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/econ-abstract-writing in your project. Claude Code loads it when a task matches its description.
How do I install Econ Abstract Writing in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a codex`. Or copy the skill folder (skills/27-dariia-m-my_claude_skills/abstract in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/econ-abstract-writing in your project. Codex loads it when a task matches its description.
Can I use Econ Abstract Writing 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/Auto-Empirical-Research-Skills --skill econ-abstract-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/econ-abstract-writing, .gemini/skills/econ-abstract-writing, .github/skills/econ-abstract-writing and .opencode/skills/econ-abstract-writing in your project.
What does Econ Abstract Writing need to run?
SKILL.md names no scripts, command-line tools or credentials: Econ Abstract Writing is instructions for the agent only.
Does Econ Abstract Writing access the network?
SKILL.md names 1 domain. As links in the text: cgdev.org. This is read from the text; nothing was executed.
Is Econ Abstract Writing 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 Econ Abstract Writing use?
Econ Abstract Writing has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Econ Abstract Writing use?
About 3k tokens (SKILL.md is roughly 12k 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 Econ Abstract Writing?
Skills that share tags, products or a category with Econ Abstract Writing: Econometric Research Writing (franklee16/academic-research-skills, 223 stars), Fin Paper Writing (csmar432/finai-research, 109 stars), Nature-Style Scientific Figures (Yuan1z0825/nature-skills, 47k stars) and Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Econ Abstract Writing?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.