ecology-skills

5 ecology & environmental science skills. Trigger: biodiversity surveys, species data, environmental monitoring. Design: field data collection, spatial analysis, and conservation biology workflows.

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Repository: brycewang-stanford/Auto-Empirical-Research-Skills
Last source activity: April 3, 2026 at 02:07
Detected SKILL.md language: English
Stars: 3,291
Forks: 432

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SKILL.md

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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, 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.

2026-08-06

de-aigc-skills

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.

2026-08-04

kaggle-research

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.

2026-07-31

View all from this repository

Skill	Description
biodiversity-data-guide	Biodiversity data access, species occurrence, and ecological tools
conservation-biology-guide	Apply conservation biology methods, databases, and assessment tools
gbif-api	Global biodiversity data API for species occurrences and datasets
inaturalist-api	Citizen science platform API for biodiversity observations
species-distribution-guide	Species distribution modeling with MaxEnt, SDM methods, and GBIF data

Skill	Description
biodiversity-data-guide	Biodiversity data access, species occurrence, and ecological tools
conservation-biology-guide	Apply conservation biology methods, databases, and assessment tools
gbif-api	Global biodiversity data API for species occurrences and datasets
inaturalist-api	Citizen science platform API for biodiversity observations
species-distribution-guide	Species distribution modeling with MaxEnt, SDM methods, and GBIF data

ecology-skills

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Ecology & Environmental Science — 5 Skills

Ecology & Environmental Science — 5 Skills

name	ecology-skills
description	5 ecology & environmental science skills. Trigger: biodiversity surveys, species data, environmental monitoring. Design: field data collection, spatial analysis, and conservation biology workflows.

ecology-skills

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More from this repository

Ecology & Environmental Science — 5 Skills

Ecology & Environmental Science — 5 Skills

More from this repository