auto-empirical-research-skills

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, manuscript writing, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.

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Repository: caixinyu2017-star/xixi
Last source activity: July 6, 2026 at 10:00
Detected SKILL.md language: English
Stars: 1
Forks: 0

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

A direct command skips the review prompt. Inspect the source before running it.

npx skills add https://github.com/caixinyu2017-star/xixi --skill auto-empirical-research-skills

The command stays on one line. Scroll horizontally to inspect it before copying.

Prefer a local copy? Download the files currently available to SkillsMP.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

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100 files

SKILL.md

Source instructions · Read-only preview

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auto-visio-helper

Help Codex plan, generate, reproduce, and refine editable Microsoft Visio scientific diagrams. Use when users ask Codex to operate local Visio, create VSDX research figures, redraw uploaded paper screenshots or sketches in Visio, convert natural-language method descriptions into scientific diagrams, export preview PNG/PDF/SVG, or build editable model architecture, workflow, system architecture, experiment, pseudo-code, sequence, or module interaction diagrams.

2026-07-20

visio-image-rebuilder

Rebuild or restyle editable Microsoft Visio diagrams from reference images and existing .vsdx files, then export deliverables as .vsdx, PNG, SVG, PDF, or PPTX. Use when the user asks Codex to open Visio, recreate a diagram from a PNG/JPG/screenshot/reference image, match a scientific model figure, batch-create Chinese technical-bid flowcharts, continue drawing another similar flowchart, update colors/typography/layout in a .vsdx, calibrate panel coordinates to avoid shifted or overlapping submodules, or make publication/presentation outputs while preserving Visio native editable shapes rather than embedding the reference image as a flat picture. For Chinese technical-bid flowcharts, default to the user's standard SimSun/宋体 12 pt technical-bid style and ask whether to use that default or reproduce the original image style when the two conflict.

2026-07-12

frontend-slides

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

2026-07-12

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Auto-Empirical Research Skills Router

Use this root skill when the full AERS repository has been installed as a single skill folder. Treat it as a router and catalog, not as a request to load every vendored SKILL.md.

Workflow

Classify the user's empirical-research task by stage:

Full pipeline or orchestration: start with skills/69-Paper-WorkFlow/ or the skills/00.* flagship analysis skills.
Causal inference and econometrics: search catalog/skills.json or docs/TAXONOMY.md for DID, IV, RD, SCM, DML, panel FE, matching, survival, Bayesian, or Stata/R/Python terms.
AER or top economics journal work: start with skills/50-brycewang-aer-skills/.
Replication, citation, or peer review: use docs/SKILL_CATALOG.md and docs/GOLDEN_WORKFLOWS.md to choose a focused skill.
Chinese academic de-AIGC or academic rewriting: start with skills/48-copaper-ai-chinese-de-aigc/ or nearby writing skills in the catalog.

Read only the selected child skill's SKILL.md, then follow its progressive-disclosure instructions for references/, scripts/, assets/, or templates.

If no child skill clearly matches, inspect catalog/skills.json first, then docs/SKILL_CATALOG.md. Avoid broad recursive reads of skills/.

For installation help, use docs/INSTALL.md for Codex-style copy installs and INSTALL.md for Claude Code marketplace/plugin installs.

If editing this repository, keep parent and nested repos separate. In particular, inspect git status inside skills/69-Paper-WorkFlow/ before touching it.

Install Notes

Whole-repo imports are supported by this root SKILL.md as a lightweight compatibility entry point.

Individual skill installs are still preferred when a runtime expects one folder per skill. Copy the folder that directly contains the target SKILL.md.

Do not copy the repository root into a runtime and expect every child skill to become individually registered unless that runtime explicitly supports recursive skill discovery.

Key Files

catalog/skills.json: machine-readable list of vendored skills.

docs/SKILL_CATALOG.md: human-readable skill index.

docs/TAXONOMY.md: task and method taxonomy.

docs/GOLDEN_WORKFLOWS.md: ready-to-use empirical-research prompts.

docs/INSTALL.md: runtime installation guidance for single-skill and whole-repo use.