Setup Medsci
Aperivue/medsci-skills
A skill your agent uses when a skill fails for a missing tool or the environment needs checking.
Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem.
Install Jacobian Math
$ npx skills add morluto/jacobian --skill jacobian-math -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install morluto/jacobian jacobian-math --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/morluto/jacobian.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/jacobian-math .claude/skills/jacobian-math && 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 "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .claude/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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/morluto/jacobian/tree/main/.agents/skills/jacobian-mathType 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 morluto/jacobian --skill jacobian-math -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install morluto/jacobian jacobian-math --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/morluto/jacobian.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/jacobian-math .agents/skills/jacobian-math && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .agents/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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 morluto/jacobian --skill jacobian-math -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install morluto/jacobian jacobian-math --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/morluto/jacobian.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/jacobian-math .cursor/skills/jacobian-math && 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 "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .cursor/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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/morluto/jacobian.git --path .agents/skills/jacobian-math--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 morluto/jacobian --skill jacobian-math -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install morluto/jacobian jacobian-math --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/morluto/jacobian.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/jacobian-math .gemini/skills/jacobian-math && 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 "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .gemini/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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 morluto/jacobian jacobian-mathInstalls 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 morluto/jacobian --skill jacobian-math -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/morluto/jacobian.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/jacobian-math .github/skills/jacobian-math && 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 "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .github/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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 morluto/jacobian --skill jacobian-math -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install morluto/jacobian jacobian-math --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/morluto/jacobian.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/jacobian-math .opencode/skills/jacobian-math && 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 "jacobian-math" agent skill from https://github.com/morluto/jacobian/tree/main/.agents/skills/jacobian-math into .opencode/skills/jacobian-math/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jacobian-math", 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
jacobian-math- GitHub stars
- 211
- Token cost
- ~214 tokens
- SKILL.md length
- 98 words
- Files
- 2
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem.
- Tasks that involve Math and symbolic computation
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jacobian Math is an agent skill from morluto/jacobian. Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem.
Its SKILL.md is about 210 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Research & Science, covering Math and symbolic computation. It works with Model Context Protocol and Python. The repository describes itself as: Composable mathematics tools for agents. The licence is MIT.
When your agent uses it
- Tasks that involve Math and symbolic computation
Example prompts
- “/jacobian-math”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 9dc2aaf. 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
Jacobian Math loads about 214 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 98 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
The full file from morluto/jacobian at commit 9dc2aaf, republished under its MIT licence (© morluto). 98 words, ~214 tokens.
Download SKILL.mdSave it as
.claude/skills/jacobian-math/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- jacobian-math
- description
- Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem.
Jacobian Math Tools
Jacobian is a local library of typed mathematical operations for computation and structural analysis.
Use math.find as the library-navigation tool: search for a desired outcome,
browse an unfamiliar domain, or inspect an operation's schema and examples.
Use math.run to execute a selected operation and obtain its typed result.
Feed results into later reasoning, further Jacobian operations, or Python
scratch work as useful.
The operations are composable. Choose the representation, decomposition, order of operations, and stopping point that fit the problem. Reach for the library proactively when exact computation, finite search, or structural analysis may help.
© morluto, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/jacobian-math of morluto/jacobian.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 9dc2aaf
Compare with similar skills
Jacobian Math 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 |
|---|---|---|---|---|---|---|
| Jacobian Math this skillmorluto/jacobian | 211 | — | ~214 | Automated safety check: Pass | MIT | |
| Setup MedsciAperivue/medsci-skills | 331 | — | ~960 | Automated safety check: Pass | MIT | |
| Deep Research MCP Guidepminervini/deep-research-mcp | 113 | — | ~5.8k | Automated safety check: Pass | MIT | |
| Aer Statspaibrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~3k | Automated safety check: Pass | Custom licence | |
| SympyzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Edu Analytic Geometrywy51ai/edulab | 1.4k | 1 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Jacobian Math
What does Jacobian Math do?
Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem. Jacobian Math is an agent skill from morluto/jacobian. Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem.
When should I use Jacobian Math?
Jacobian Math fits situations like: tasks that involve Math and symbolic computation.
How do I install Jacobian Math in Claude Code?
Run `npx skills add morluto/jacobian --skill jacobian-math -a claude-code`. Or copy the skill folder (.agents/skills/jacobian-math in morluto/jacobian) into .claude/skills/jacobian-math in your project. Claude Code loads it when a task matches its description.
How do I install Jacobian Math in Codex?
Run `npx skills add morluto/jacobian --skill jacobian-math -a codex`. Or copy the skill folder (.agents/skills/jacobian-math in morluto/jacobian) into .agents/skills/jacobian-math in your project. Codex loads it when a task matches its description.
Can I use Jacobian Math 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 morluto/jacobian --skill jacobian-math -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jacobian-math, .gemini/skills/jacobian-math, .github/skills/jacobian-math and .opencode/skills/jacobian-math in your project.
What does Jacobian Math need to run?
SKILL.md names no scripts, command-line tools or credentials: Jacobian Math is instructions for the agent only. Our summary lists: Python 3.
Does Jacobian Math 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 Jacobian Math 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 Jacobian Math use?
Jacobian Math is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jacobian Math use?
About 214 tokens (SKILL.md is roughly 856 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 Jacobian Math?
Skills that share tags, products or a category with Jacobian Math: Setup Medsci (Aperivue/medsci-skills, 331 stars), Deep Research MCP Guide (pminervini/deep-research-mcp, 113 stars), Aer Statspai (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Sympy (zLanqing/codex-claude-academic-skills, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jacobian Math?
morluto (a GitHub user) maintains it in morluto/jacobian, which has 211 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 5, 2026.
Source: morluto/jacobian on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.