Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when writing the response to an Environmental Science & Technology (ES&T) revision decision.
Install Est Revision And Rebuttal
$ npx skills add franklee16/academic-research-skills --skill est-revision-and-rebuttal -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills est-revision-and-rebuttal --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-revision-and-rebuttal .claude/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .claude/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttalType 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-revision-and-rebuttal -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills est-revision-and-rebuttal --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-revision-and-rebuttal .agents/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .agents/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttal -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills est-revision-and-rebuttal --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-revision-and-rebuttal .cursor/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .cursor/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttal--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-revision-and-rebuttal -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills est-revision-and-rebuttal --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-revision-and-rebuttal .gemini/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .gemini/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttalInstalls 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-revision-and-rebuttal -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-revision-and-rebuttal .github/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .github/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttal -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-revision-and-rebuttal --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-revision-and-rebuttal .opencode/skills/est-revision-and-rebuttal && 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-revision-and-rebuttal" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal into .opencode/skills/est-revision-and-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "est-revision-and-rebuttal", 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-revision-and-rebuttal- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~990 tokens
- SKILL.md length
- 376 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when writing the response to an Environmental Science & Technology (ES&T) revision decision.
- Works in 7 steps: Read the editor's letter as the rubric.… → One point-by-point response, every… → Concede or rebut with evidence. Did what… → …
- Writing the response to an Environmental Science & Technology (ES&T) revision decision
- SKILL.md covers When to trigger, Strategy, Response-letter format and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Est Revision And Rebuttal is an agent skill from franklee16/academic-research-skills. Use when writing the response to an Environmental Science & Technology (ES&T) revision decision. ES&T decisions are editor-led on the back of typically three expert reviews, so the response must convert each reviewer with evidence and QA/QC while keeping the editor confident. It structures the response letter and revision; it does not fabricate new results.
Its SKILL.md is about 990 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. 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
- Writing the response to an Environmental Science & Technology (ES&T) revision decision
Example prompts
- “/est-revision-and-rebuttal”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Read the editor's letter as the rubric. The editor signals which points are decisive — solve
- One point-by-point response, every comment addressed. Quote each comment, then respond. Never
- Concede or rebut with evidence. Did what was asked (cite the new text/figure/table/SI location),
- Answer analytical asks concretely. Add the requested control/replicate, report the recovery or
- Reconcile conflicting reviewers openly. When reviewers want opposite things, say so, choose a
- Protect the contribution. Add robustness and clarity; resist changes that dilute the
- Keep SI and deposit in sync. Update the Supporting Information, data-availability statement,
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 Revision And Rebuttal loads about 990 tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 376 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 376 words (~990 tokens).
“An ES&T major/minor revision is a real opening, but acceptance depends on satisfying typically three expert reviewers and the editor. Environmental-science reviews tend to demand concrete analytical fixes — more QA/QC, a closed mass balance, added controls, clearer significance —…”
- name
- est-revision-and-rebuttal
Files
Just SKILL.md in Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal 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 Revision And Rebuttal 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 Revision And Rebuttal this skillfranklee16/academic-research-skills | 223 | 1 repos | ~990 | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
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GitHub Deep Research
bytedance/deer-flow
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Nature Paper Card
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Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Related
Categories
Questions about Est Revision And Rebuttal
What does Est Revision And Rebuttal do?
A skill your agent uses when writing the response to an Environmental Science & Technology (ES&T) revision decision. Est Revision And Rebuttal is an agent skill from franklee16/academic-research-skills. Use when writing the response to an Environmental Science & Technology (ES&T) revision decision.
When should I use Est Revision And Rebuttal?
Est Revision And Rebuttal fits situations like: writing the response to an Environmental Science & Technology (ES&T) revision decision.
How do I install Est Revision And Rebuttal in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill est-revision-and-rebuttal -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal in franklee16/academic-research-skills) into .claude/skills/est-revision-and-rebuttal in your project. Claude Code loads it when a task matches its description.
How do I install Est Revision And Rebuttal in Codex?
Run `npx skills add franklee16/academic-research-skills --skill est-revision-and-rebuttal -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Environmental-Science-and-Technology-Skills/skills/est-revision-and-rebuttal in franklee16/academic-research-skills) into .agents/skills/est-revision-and-rebuttal in your project. Codex loads it when a task matches its description.
Can I use Est Revision And Rebuttal 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-revision-and-rebuttal -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-revision-and-rebuttal, .gemini/skills/est-revision-and-rebuttal, .github/skills/est-revision-and-rebuttal and .opencode/skills/est-revision-and-rebuttal in your project.
What does Est Revision And Rebuttal need to run?
SKILL.md names no scripts, command-line tools or credentials: Est Revision And Rebuttal is instructions for the agent only.
Does Est Revision And Rebuttal 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 Revision And Rebuttal 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 Revision And Rebuttal use?
No licence was found for Est Revision And Rebuttal or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Est Revision And Rebuttal use?
About 990 tokens (SKILL.md is roughly 4k 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 Revision And Rebuttal?
Skills that share tags, products or a category with Est Revision And Rebuttal: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Est Revision And Rebuttal?
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.