Marine Carbonate Chemistry
K-Dense-AI/scientific-agent-skills
Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research.
A skill your agent uses when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits.
No licenceAuto-check passed
Install Jacs Scope Fit
$ npx skills add franklee16/academic-research-skills --skill jacs-scope-fit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jacs-scope-fit --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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .claude/skills/jacs-scope-fit && 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 "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .claude/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fitType 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 jacs-scope-fit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jacs-scope-fit --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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .agents/skills/jacs-scope-fit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .agents/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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 jacs-scope-fit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jacs-scope-fit --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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .cursor/skills/jacs-scope-fit && 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 "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .cursor/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit--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 jacs-scope-fit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jacs-scope-fit --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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .gemini/skills/jacs-scope-fit && 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 "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .gemini/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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 jacs-scope-fitInstalls 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 jacs-scope-fit -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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .github/skills/jacs-scope-fit && 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 "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .github/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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 jacs-scope-fit -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 jacs-scope-fit --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/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit .opencode/skills/jacs-scope-fit && 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 "jacs-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit into .opencode/skills/jacs-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacs-scope-fit", 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
jacs-scope-fit- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~958 tokens
- SKILL.md length
- 426 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits.
- Works in 2 steps: Advance test — Is the result genuinely… → Breadth test — Will chemists outside…
- Deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal
- SKILL.md covers When to trigger, The JACS bar (broad interest +…, Venue decision table and Format fit (set expectations…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jacs Scope Fit is an agent skill from franklee16/academic-research-skills. Use when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits. Judges fit and venue — it does not improve the chemistry itself.
Its SKILL.md is about 960 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.
When your agent uses it
- Deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal
- Which JACS format fits
Example prompts
- “/jacs-scope-fit”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Advance test — Is the result genuinely new and important, not incremental?
- Breadth test — Will chemists outside your immediate subfield care?
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
Jacs Scope Fit loads about 958 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 426 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 426 words (~958 tokens).
“JACS publishes a significant chemical advance of broad interest across chemistry, fully supported by data. Two tests must both pass:”
- name
- jacs-scope-fit
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit 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
Jacs Scope Fit 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 |
|---|---|---|---|---|---|---|
| Jacs Scope Fit this skillfranklee16/academic-research-skills | 223 | 1 repos | ~958 | Automated safety check: Pass | None | |
| Marine Carbonate ChemistryK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT | |
| Jacs Aubrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2k | Automated safety check: Pass | MIT | |
| Food Chemistrybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT |
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Jacs Au
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Questions about Jacs Scope Fit
What does Jacs Scope Fit do?
A skill your agent uses when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits. Jacs Scope Fit is an agent skill from franklee16/academic-research-skills. Use when deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal, and which JACS format fits.
When should I use Jacs Scope Fit?
Jacs Scope Fit fits situations like: deciding whether a chemistry result belongs in the Journal of the American Chemical Society (JACS) versus a specialized ACS journal; which JACS format fits.
How do I install Jacs Scope Fit in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jacs-scope-fit -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit in franklee16/academic-research-skills) into .claude/skills/jacs-scope-fit in your project. Claude Code loads it when a task matches its description.
How do I install Jacs Scope Fit in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jacs-scope-fit -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-the-American-Chemical-Society-Skills/skills/jacs-scope-fit in franklee16/academic-research-skills) into .agents/skills/jacs-scope-fit in your project. Codex loads it when a task matches its description.
Can I use Jacs Scope Fit 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 jacs-scope-fit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jacs-scope-fit, .gemini/skills/jacs-scope-fit, .github/skills/jacs-scope-fit and .opencode/skills/jacs-scope-fit in your project.
What does Jacs Scope Fit need to run?
SKILL.md names no scripts, command-line tools or credentials: Jacs Scope Fit is instructions for the agent only.
Does Jacs Scope Fit 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 Jacs Scope Fit 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 Jacs Scope Fit use?
No licence was found for Jacs Scope Fit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jacs Scope Fit use?
About 958 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 Jacs Scope Fit?
Skills that share tags, products or a category with Jacs Scope Fit: Marine Carbonate Chemistry (K-Dense-AI/scientific-agent-skills, 48k stars), Table Fit (asgeirtj/system_prompts_leaks, 69k stars), Furniture Fit Check (pascalorg/editor, 25k stars) and Jacs Au (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jacs Scope Fit?
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.