Academic Integrity Rewrite
lin1111-1/academic-integrity-rewrite
Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations.
End-to-end econometric analysis and economics/management paper-writing workflow.
Install Econometric Research Writing
$ npx skills add franklee16/academic-research-skills --skill econometric-research-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills econometric-research-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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/data-analysis/econometric-research-writing .claude/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .claude/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writingType 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 franklee16/academic-research-skills --skill econometric-research-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills econometric-research-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/data-analysis/econometric-research-writing .agents/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .agents/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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 franklee16/academic-research-skills --skill econometric-research-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills econometric-research-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/data-analysis/econometric-research-writing .cursor/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .cursor/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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/franklee16/academic-research-skills.git --path data-analysis/econometric-research-writing--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 franklee16/academic-research-skills --skill econometric-research-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills econometric-research-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/data-analysis/econometric-research-writing .gemini/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .gemini/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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 franklee16/academic-research-skills econometric-research-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 franklee16/academic-research-skills --skill econometric-research-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/data-analysis/econometric-research-writing .github/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .github/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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 franklee16/academic-research-skills --skill econometric-research-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 franklee16/academic-research-skills econometric-research-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/data-analysis/econometric-research-writing .opencode/skills/econometric-research-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 "econometric-research-writing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/data-analysis/econometric-research-writing into .opencode/skills/econometric-research-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometric-research-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
econometric-research-writing- GitHub stars
- 223
- Token cost
- ~2.4k tokens
- SKILL.md length
- 960 words
- Files
- 25 (incl. scripts, references, assets)
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
End-to-end econometric analysis and economics/management paper-writing workflow.
- Works in 12 steps: For topic, identification, model choice,… → For research grilling, mock defense,… → For single-series, multivariate… → …
- Data-grounded research grilling
- SKILL.md covers Overview, Routing, Default Workflow and Method Boundaries, plus 3 more sections
- Runs Python scripts from its folder; calls python3
What it does
Econometric Research Writing is an agent skill from franklee16/academic-research-skills. End-to-end econometric analysis and economics/management paper-writing workflow. Use for data-grounded research grilling or mock defense, stress-testing research designs and identification strategies, dataset profiling, model selection (panels, IV, GMM, DiD, time-series, volatility, regimes), literature/citation verification, academic prose polishing, and publication-style Word DOCX reports with native OMML equations and three-line tables. Trigger when users ask to be grilled, questioned, challenged, or walked…
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 28 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `references/data-analysis-workflow.md` and `references/docx-workflow.md`).
It sits in Research & Science, covering Econometrics and empirical research, Word documents and Forecasting and time series. It works with Microsoft Word. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Data-grounded research grilling
- Stress-testing research designs and identification strategies
- Dataset profiling
- Model selection (panels
Example prompts
- “/econometric-research-writing”
Requirements
- Python 3
Workflow steps
12 steps, taken from the first numbered list in SKILL.md.
- For topic, identification, model choice, or method fit, read references/method-selection.md.
- For research grilling, mock defense, data-grounded questioning, knowledge-adaptive explanation, or stress-testing a proposed empirical…
- For single-series, multivariate time-series, nonstationarity, VAR, threshold, kernel, GARCH/ARCH, Markov-switching, or time-varying…
- For static FE/RE, Mundlak/Hausman, GLS variance components, dynamic panels, heterogeneous slopes, panel trends, binary panels, panel VAR…
- For IV, dynamic-panel IV/GMM, panel treatment effects, synthetic counterfactuals, DiD/event-study logic, or causal claim boundaries, read…
- For RDD, fuzzy RDD, propensity score matching, IPW, doubly robust weighting, PSM-DiD, or IPW-DiD, read references/rdd-matching-methods.md.
- For dataset intake, variable profiling, agent-decided semantic roles, model-ready checks, executable descriptive statistics, baseline…
- For regression workflow, robustness, tables, or reproducibility, read references/empirical-workflow.md.
- For table/figure style, regression tables, descriptive tables, event-study figures, coefficient plots, visual QA, or top-journal layout…
- For paper search, literature review, source provenance, citation honesty, reference formatting, data/code citations, or Word superscript…
- For abstract, introduction, empirical strategy, results, robustness, conclusion, or style polishing, read references/econ-writing-style.md.
- For Word output, formulas, rendering, superscript citation markers, or document QA, read references/docx-workflow.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Ships 2 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Econometric Research Writing loads about 2.4k tokens when it runs, and up to ~32k if it reads all its reference files. Until then it costs about 156 tokens; SKILL.md has 960 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 960 words (~2,380 tokens).
“Use this skill to turn a research question, dataset, assignment, draft, result table, or literature need into a rigorous econometric analysis and a standard economics/management paper-style Word document. The skill combines method selection, empirical workflow, modular econometric method references, field-specific…”
- name
- econometric-research-writing
Files
SKILL.md and 24 other files (scripts, references, assets) in data-analysis/econometric-research-writing of franklee16/academic-research-skills.
- SKILL.md
- agents/openai.yaml
- assets/econ-paper-template.docx
- references/data-analysis-workflow.md
- references/docx-workflow.md
- references/econ-writing-style.md
- references/empirical-workflow.md
- references/iv-causal-methods.md
- references/literature-citation-workflow.md
- references/method-selection.md
- references/panel-methods.md
- references/rdd-matching-methods.md
- references/research-grilling.md
- references/tables-figures-style.md
- references/time-series-methods.md
- scripts/__init__.py
- scripts/build_paper_docx.py
- … and 8 more
Open the folder on GitHubat commit 9a4b2db
Compare with similar skills
Econometric Research 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 |
|---|---|---|---|---|---|---|
| Econometric Research Writing this skillfranklee16/academic-research-skills | 223 | — | ~2.4k | Automated safety check: Pass | None | |
| Academic Integrity Rewritelin1111-1/academic-integrity-rewrite | 102 | — | ~1.1k | Automated safety check: Pass | MIT | |
| PRISMA Systematic Review Writerkeemanxp/slr-prisma | 102 | 1 repos | ~7.1k | Automated safety check: Pass | MIT | |
| Formal Modeling Paper Writeryushui2022/MathModel-Skill | 454 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Scholar Auto Researchjoshzyj/open-scholar-skill | 168 | — | ~21k | Automated safety check: Pass | Custom licence | |
| Grantsalirezarezvani/claude-skills | 28k | — | ~3.7k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Econometric Research Writing
What does Econometric Research Writing do?
End-to-end econometric analysis and economics/management paper-writing workflow. Econometric Research Writing is an agent skill from franklee16/academic-research-skills. End-to-end econometric analysis and economics/management paper-writing workflow.
When should I use Econometric Research Writing?
Econometric Research Writing fits situations like: data-grounded research grilling; stress-testing research designs and identification strategies; dataset profiling; model selection (panels.
How do I install Econometric Research Writing in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill econometric-research-writing -a claude-code`. Or copy the skill folder (data-analysis/econometric-research-writing in franklee16/academic-research-skills) into .claude/skills/econometric-research-writing in your project. Claude Code loads it when a task matches its description.
How do I install Econometric Research Writing in Codex?
Run `npx skills add franklee16/academic-research-skills --skill econometric-research-writing -a codex`. Or copy the skill folder (data-analysis/econometric-research-writing in franklee16/academic-research-skills) into .agents/skills/econometric-research-writing in your project. Codex loads it when a task matches its description.
Can I use Econometric Research 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 franklee16/academic-research-skills --skill econometric-research-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/econometric-research-writing, .gemini/skills/econometric-research-writing, .github/skills/econometric-research-writing and .opencode/skills/econometric-research-writing in your project.
What does Econometric Research Writing need to run?
Going by SKILL.md and its folder, Econometric Research Writing needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Econometric Research Writing 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 Econometric Research 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Econometric Research Writing use?
No licence was found for Econometric Research Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Econometric Research Writing use?
About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 30k tokens, read only when the agent opens those files.
What are the alternatives to Econometric Research Writing?
Skills that share tags, products or a category with Econometric Research Writing: Academic Integrity Rewrite (lin1111-1/academic-integrity-rewrite, 102 stars), PRISMA Systematic Review Writer (keemanxp/slr-prisma, 102 stars), Formal Modeling Paper Writer (yushui2022/MathModel-Skill, 454 stars) and Scholar Auto Research (joshzyj/open-scholar-skill, 168 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Econometric Research Writing?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-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.