Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
A skill your agent uses when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript.
Install Est Reporting And Reproducibility
$ npx skills add franklee16/academic-research-skills --skill est-reporting-and-reproducibility -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills est-reporting-and-reproducibility --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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .claude/skills/est-reporting-and-reproducibility && 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 "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .claude/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibilityType 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 est-reporting-and-reproducibility -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills est-reporting-and-reproducibility --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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .agents/skills/est-reporting-and-reproducibility && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .agents/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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 est-reporting-and-reproducibility -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills est-reporting-and-reproducibility --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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .cursor/skills/est-reporting-and-reproducibility && 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 "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .cursor/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility--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 est-reporting-and-reproducibility -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills est-reporting-and-reproducibility --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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .gemini/skills/est-reporting-and-reproducibility && 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 "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .gemini/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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 est-reporting-and-reproducibilityInstalls 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 est-reporting-and-reproducibility -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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .github/skills/est-reporting-and-reproducibility && 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 "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .github/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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 est-reporting-and-reproducibility -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 est-reporting-and-reproducibility --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/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility .opencode/skills/est-reporting-and-reproducibility && 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 "est-reporting-and-reproducibility" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility into .opencode/skills/est-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-reporting-and-reproducibility", 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
est-reporting-and-reproducibility- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~938 tokens
- SKILL.md length
- 335 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript.
- Works in 5 steps: Supporting Information. Submitted… → Data-availability statement. State where… → Public deposition by data type (see… → …
- Assembling the Supporting Information (SI)
- SKILL.md covers When to trigger, What ES&T expects, SI assembly checklist and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Est Reporting And Reproducibility is an agent skill from franklee16/academic-research-skills. Use when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript. ES&T expects materials, data, and protocols to be deposited in public databases and a data-availability statement, with SI submitted alongside the manuscript. It guides reporting and deposit; it does not generate the underlying data.
Its SKILL.md is about 940 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 Reproducible research. 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
- Assembling the Supporting Information (SI)
- Data-availability statement
- Public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript
Example prompts
- “/est-reporting-and-reproducibility”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Supporting Information. Submitted simultaneously as separate file(s); describe contents and
- Data-availability statement. State where the data live and how to access them; cite
- Public deposition by data type (see resources/external_tools.md)
- Methods reproducibility. Report instrument settings, reagents/standards, QA/QC, and analysis
- Restricted data. If data cannot be fully shared (privacy/legal), explain why and give README
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
Est Reporting And Reproducibility loads about 938 tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 335 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 335 words (~938 tokens).
“ES&T strongly encourages public data and expects authors to make materials, data, and protocols available through public databases, with a data-availability statement and a Supporting Information file submitted alongside the manuscript and reviewed with it. Build these as you go…”
- name
- est-reporting-and-reproducibility
Files
Just SKILL.md in Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility 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
Est Reporting And Reproducibility 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 |
|---|---|---|---|---|---|---|
| Est Reporting And Reproducibility this skillfranklee16/academic-research-skills | 223 | 1 repos | ~938 | Automated safety check: Pass | None | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Figure Style
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Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots.
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Related
Categories
Questions about Est Reporting And Reproducibility
What does Est Reporting And Reproducibility do?
A skill your agent uses when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript. Est Reporting And Reproducibility is an agent skill from franklee16/academic-research-skills. Use when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript.
When should I use Est Reporting And Reproducibility?
Est Reporting And Reproducibility fits situations like: assembling the Supporting Information (SI); data-availability statement; public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript.
How do I install Est Reporting And Reproducibility in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill est-reporting-and-reproducibility -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility in franklee16/academic-research-skills) into .claude/skills/est-reporting-and-reproducibility in your project. Claude Code loads it when a task matches its description.
How do I install Est Reporting And Reproducibility in Codex?
Run `npx skills add franklee16/academic-research-skills --skill est-reporting-and-reproducibility -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-reporting-and-reproducibility in franklee16/academic-research-skills) into .agents/skills/est-reporting-and-reproducibility in your project. Codex loads it when a task matches its description.
Can I use Est Reporting And Reproducibility 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 est-reporting-and-reproducibility -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/est-reporting-and-reproducibility, .gemini/skills/est-reporting-and-reproducibility, .github/skills/est-reporting-and-reproducibility and .opencode/skills/est-reporting-and-reproducibility in your project.
What does Est Reporting And Reproducibility need to run?
SKILL.md names no scripts, command-line tools or credentials: Est Reporting And Reproducibility is instructions for the agent only.
Does Est Reporting And Reproducibility 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 Est Reporting And Reproducibility 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 Est Reporting And Reproducibility use?
No licence was found for Est Reporting And Reproducibility or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Est Reporting And Reproducibility use?
About 938 tokens (SKILL.md is roughly 3.8k 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 Est Reporting And Reproducibility?
Skills that share tags, products or a category with Est Reporting And Reproducibility: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Est Reporting And Reproducibility?
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.