Academic Paper Verify
brycewang-stanford/Auto-Empirical-Research-Skills
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
A skill your agent uses when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication…
Install Fcr Experimental Design
$ npx skills add franklee16/academic-research-skills --skill fcr-experimental-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills fcr-experimental-design --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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .claude/skills/fcr-experimental-design && 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 "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .claude/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-designType 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 fcr-experimental-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills fcr-experimental-design --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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .agents/skills/fcr-experimental-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .agents/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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 fcr-experimental-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills fcr-experimental-design --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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .cursor/skills/fcr-experimental-design && 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 "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .cursor/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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 Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design--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 fcr-experimental-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills fcr-experimental-design --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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .gemini/skills/fcr-experimental-design && 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 "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .gemini/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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 fcr-experimental-designInstalls 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 fcr-experimental-design -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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .github/skills/fcr-experimental-design && 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 "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .github/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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 fcr-experimental-design -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 fcr-experimental-design --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/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design .opencode/skills/fcr-experimental-design && 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 "fcr-experimental-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design into .opencode/skills/fcr-experimental-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-experimental-design", 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
fcr-experimental-design- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 418 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication…
- Defending the field-experiment
- SKILL.md covers When to trigger, Field-experiment design…, Genotype/treatment ×… and Crop-modelling design, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials
What it does
Fcr Experimental Design is an agent skill from franklee16/academic-research-skills. Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication, blocking and split-plot layouts, genotype-by-environment (G×E) structure, and crop-model calibration/validation. FCR expects field experiments to span at least two seasons and/or multiple environments. Strengthens the design; it does not write code.
Its SKILL.md is about 1.1k 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 Experimental design, Performance reviews and Database administration. 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
- Defending the field-experiment
- Modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials
- Randomization and replication
- Blocking and split-plot layouts
Example prompts
- “/fcr-experimental-design”
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
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
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
Fcr Experimental Design loads about 1.1k tokens when it runs. Until then it costs about 112 tokens; SKILL.md has 418 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 418 words (~1,121 tokens).
“FCR is demanding about field-experimental rigour. The design must credibly connect the agronomic question to evidence that generalises across environments. The single most important FCR-specific rule: field experiments should, unless exceptional circumstances apply, span at least two seasons and/or multiple…”
- name
- fcr-experimental-design
Files
Just SKILL.md in Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Fcr Experimental Design 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 |
|---|---|---|---|---|---|---|
| Fcr Experimental Design this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Academic Paper Verifybrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Medical Research Literature Reader Proaipoch/medical-research-skills | 1.9k | — | ~3.4k | Automated safety check: Pass | MIT | |
| Epsl Study Designbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Bayesian Estimationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~3.4k | Automated safety check: Pass | Custom licence | |
| Pnasnexus Statisticsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
Medical Research Literature Reader Pro
aipoch/medical-research-skills
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds.
Epsl Study Design
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when designing the sampling, analytical, experimental, or modeling program for an Earth and Planetary Science Letters (EPSL) manuscript so the design can carry a…
Bayesian Estimation
brycewang-stanford/Auto-Empirical-Research-Skills
This skill covers Bayesian estimation and inference in quantitative social science.
Pnasnexus Statistics
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses to enforce PNAS Nexus's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control…
Scientific Critical Thinking
weapp-tailwindcss/weapp-tailwindcss
Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.
More from franklee16/academic-research-skills
All 1,617 skills in this repoEconometric Research Writing
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
Paper Revision
franklee16/academic-research-skills
Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.
Sci Ssci Polishing
franklee16/academic-research-skills
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…
Research Defense Radar
franklee16/academic-research-skills
Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…
Academic Grant
franklee16/academic-research-skills
Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.
Chinese Reference Formatter Skill
franklee16/academic-research-skills
A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…
Related
Categories
Questions about Fcr Experimental Design
What does Fcr Experimental Design do?
A skill your agent uses when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication…. Fcr Experimental Design is an agent skill from franklee16/academic-research-skills. Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication, blocking and split-plot layouts, genotype-by-environment (G×E) structure, and crop-model calibration/validation.
When should I use Fcr Experimental Design?
Fcr Experimental Design fits situations like: defending the field-experiment; modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials; randomization and replication; blocking and split-plot layouts.
How do I install Fcr Experimental Design in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill fcr-experimental-design -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design in franklee16/academic-research-skills) into .claude/skills/fcr-experimental-design in your project. Claude Code loads it when a task matches its description.
How do I install Fcr Experimental Design in Codex?
Run `npx skills add franklee16/academic-research-skills --skill fcr-experimental-design -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-experimental-design in franklee16/academic-research-skills) into .agents/skills/fcr-experimental-design in your project. Codex loads it when a task matches its description.
Can I use Fcr Experimental Design 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 fcr-experimental-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fcr-experimental-design, .gemini/skills/fcr-experimental-design, .github/skills/fcr-experimental-design and .opencode/skills/fcr-experimental-design in your project.
What does Fcr Experimental Design need to run?
SKILL.md names no scripts, command-line tools or credentials: Fcr Experimental Design is instructions for the agent only.
Does Fcr Experimental Design 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 Fcr Experimental Design 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 Fcr Experimental Design use?
No licence was found for Fcr Experimental Design or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Fcr Experimental Design use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Fcr Experimental Design?
Skills that share tags, products or a category with Fcr Experimental Design: Academic Paper Verify (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Medical Research Literature Reader Pro (aipoch/medical-research-skills, 1.9k stars), Epsl Study Design (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Bayesian Estimation (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fcr Experimental Design?
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.