Arize Evaluator
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
A skill your agent uses to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with…
$ npx skills add franklee16/academic-research-skills --skill fcr-review-process -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills fcr-review-process --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-review-process .claude/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .claude/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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-review-processType 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-review-process -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills fcr-review-process --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-review-process .agents/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .agents/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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-review-process -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills fcr-review-process --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-review-process .cursor/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .cursor/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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-review-process--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-review-process -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills fcr-review-process --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-review-process .gemini/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .gemini/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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-review-processInstalls 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-review-process -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-review-process .github/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .github/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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-review-process -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-review-process --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-review-process .opencode/skills/fcr-review-process && 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-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process into .opencode/skills/fcr-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fcr-review-process", 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.
fcr-review-processA skill your agent uses to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with…
Fcr Review Process is an agent skill from franklee16/academic-research-skills. Use to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with typically two or more reviewers, and the common reasons for desk rejection (controlled-environment-only, single-site single-season, descriptive/local, out-of-scope species). Sets expectations and shapes the paper to survive review; it does not contact editors.
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Fcr Review Process loads about 889 tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 317 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.
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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 317 words (~889 tokens).
“Knowing how FCR screens and decides lets you pre-empt the failure modes before submitting. FCR screens hard against scope at the editor stage, then uses a single-anonymized review with typically at least two reviewers.”
Just SKILL.md in Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
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.
Fcr Review Process 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 Review Process this skillfranklee16/academic-research-skills | 223 | 1 repos | ~889 | Automated safety check: Pass | None | |
| Arize Evaluatorgithub/awesome-copilot | 40k | 1 repos | ~8.1k | Automated safety check: Notes | MIT | |
| Field Crops Researchbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | |
| LLM Evaluationdavila7/claude-code-templates | 33k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Evaluationsickn33/agentic-awesome-skills | 47k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| EvaluatorsArize-ai/phoenix | 12k | — | ~1.7k | Automated safety check: Pass | Custom licence |
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when targeting Field Crops Research or deciding whether an agronomy / crop-physiology manuscript fits this venue.
davila7/claude-code-templates
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
sickn33/agentic-awesome-skills
Evaluate agent behavior with versioned cases and explicit verifiers.
Arize-ai/phoenix
Author or refine a Phoenix evaluator — code or LLM-as-a-judge — that scores a run's output.
sickn33/agentic-awesome-skills
A skill your agent uses when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
franklee16/academic-research-skills
Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.
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…
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…
franklee16/academic-research-skills
Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.
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…
A skill your agent uses to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with…. Fcr Review Process is an agent skill from franklee16/academic-research-skills. Use to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with typically two or more reviewers, and the common reasons for desk rejection (controlled-environment-only, single-site single-season, descriptive/local, out-of-scope species).
Fcr Review Process fits situations like: understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journals scope boundary; the single-anonymized review model with typically two; the common reasons for desk rejection (controlled-environment-only; single-site single-season.
Run `npx skills add franklee16/academic-research-skills --skill fcr-review-process -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process in franklee16/academic-research-skills) into .claude/skills/fcr-review-process in your project. Claude Code loads it when a task matches its description.
Run `npx skills add franklee16/academic-research-skills --skill fcr-review-process -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Field-Crops-Research-Skills/skills/fcr-review-process in franklee16/academic-research-skills) into .agents/skills/fcr-review-process in your project. Codex loads it when a task matches its description.
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-review-process -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-review-process, .gemini/skills/fcr-review-process, .github/skills/fcr-review-process and .opencode/skills/fcr-review-process in your project.
SKILL.md names no scripts, command-line tools or credentials: Fcr Review Process is instructions for the agent only.
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.
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.
No licence was found for Fcr Review Process or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 889 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Fcr Review Process: Arize Evaluator (github/awesome-copilot, 40k stars), Field Crops Research (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), LLM Evaluation (davila7/claude-code-templates, 33k stars) and Agent Evaluation (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.