Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry).
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills chemist-analyst --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/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/chemist-analyst .claude/skills/chemist-analyst && 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 "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .claude/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analystType 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills chemist-analyst --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/chemist-analyst .agents/skills/chemist-analyst && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .agents/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills chemist-analyst --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/chemist-analyst .cursor/skills/chemist-analyst && 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 "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .cursor/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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/FreedomIntelligence/OpenClaw-Medical-Skills.git --path skills/chemist-analyst--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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills chemist-analyst --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/chemist-analyst .gemini/skills/chemist-analyst && 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 "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .gemini/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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 FreedomIntelligence/OpenClaw-Medical-Skills chemist-analystInstalls 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/chemist-analyst .github/skills/chemist-analyst && 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 "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .github/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills chemist-analyst --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/chemist-analyst .opencode/skills/chemist-analyst && 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 "chemist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/chemist-analyst into .opencode/skills/chemist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chemist-analyst", 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.
chemist-analystAnalyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry).
Chemist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry). Provides insights on chemical processes, material properties, reaction pathways, synthesis, and analytical methods. Use when: Chemical reactions, material analysis, synthesis planning, process optimization, environmental chemistry. Evaluates: Molecular structure, reaction mechanisms, yield, selectivity, safety, environmental…
Its SKILL.md is about 13k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `QUICK_REFERENCE.md`, `README.md` and `tests/quiz.md`).
The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
10 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit b1f9b6e. 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.
Links to these hosts (documentation or services it may open):
chem.libretexts.orgkhanacademy.orgmasterorganicchemistry.comacs.orgepa.govbio.libretexts.orgrsc.orgiupac.orgpubchem.ncbi.nlm.nih.govchemspider.comchemguide.co.ukFrom 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.
Chemist Analyst loads about 13k tokens when it runs. Until then it costs about 135 tokens; SKILL.md has 5,752 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 5,752 words (~13,366 tokens).
“Analyze events through the disciplinary lens of chemistry, applying rigorous chemical principles (atomic theory, bonding, thermodynamics, kinetics), analytical methods (spectroscopy, chromatography, mass spectrometry), synthetic methodologies (organic, inorganic, organometallic synthesis), and subdiscipline frameworks (physical, organic, inorganic, analytical, biochemistry) to understand molecular…”
SKILL.md and 3 other files in skills/chemist-analyst of FreedomIntelligence/OpenClaw-Medical-Skills.
Open the folder on GitHubat commit b1f9b6e
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 FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 7, 2026.
Chemist Analyst 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 |
|---|---|---|---|---|---|---|
| Chemist Analyst this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~13k | Automated safety check: Pass | None | |
| Analyzing Windows Event Logs In Splunkmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Eventscoreyhaines31/marketingskills | 54k | — | ~3k | Automated safety check: Pass | MIT | |
| Molecular DynamicsK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Event Sourcing Architectdavila7/claude-code-templates | 32k | 4 repos | ~659 | Automated safety check: Pass | MIT | |
| Event Store Designwshobson/agents | 40k | 9 repos | ~828 | Automated safety check: Pass | MIT |
mukul975/Anthropic-Cybersecurity-Skills
Analyzes Windows Security, System, and Sysmon event logs in Splunk to detect authentication attacks, privilege escalation, persistence mechanisms, and lateral movement using SPL queries mapped to…
coreyhaines31/marketingskills
When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences.
K-Dense-AI/scientific-agent-skills
Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis.
davila7/claude-code-templates
Expert in event sourcing, CQRS, and event-driven architecture patterns.
wshobson/agents
Designs event stores for event-sourced systems: requirements, a comparison of EventStoreDB, PostgreSQL, Kafka, DynamoDB and Marten, and stream and versioning practices.
tradermonty/claude-trading-skills
Judge whether a market FAILED to react to news favorable to a crowded speculative position — step 2 of Jason Shapiro's COT contrarian process.
FreedomIntelligence/OpenClaw-Medical-Skills
Select and apply numerical differentiation schemes for PDE/ODE discretization.
FreedomIntelligence/OpenClaw-Medical-Skills
Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research.
FreedomIntelligence/OpenClaw-Medical-Skills
Plan and evaluate mesh generation for numerical simulations.
FreedomIntelligence/OpenClaw-Medical-Skills
Select and configure time integration methods for ODE/PDE simulations.
FreedomIntelligence/OpenClaw-Medical-Skills
Parse, navigate, and query materials science ontology structure (classes, properties, hierarchy).
FreedomIntelligence/OpenClaw-Medical-Skills
Map materials science terms, crystal structures, and sample descriptions to ontology classes and properties.
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry). Chemist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry).
Chemist Analyst fits situations like: : Chemical reactions; material analysis; synthesis planning; process optimization.
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a claude-code`. Or copy the skill folder (skills/chemist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/chemist-analyst in your project. Claude Code loads it when a task matches its description.
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a codex`. Or copy the skill folder (skills/chemist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/chemist-analyst 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill chemist-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/chemist-analyst, .gemini/skills/chemist-analyst, .github/skills/chemist-analyst and .opencode/skills/chemist-analyst in your project.
SKILL.md names no scripts, command-line tools or credentials: Chemist Analyst is instructions for the agent only.
SKILL.md names 11 domains. As links in the text: chem.libretexts.org, khanacademy.org, masterorganicchemistry.com, acs.org, epa.gov, bio.libretexts.org, rsc.org, iupac.org, pubchem.ncbi.nlm.nih.gov, chemspider.com and chemguide.co.uk. 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 Chemist Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 13k tokens (SKILL.md is roughly 53k 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 Chemist Analyst: Analyzing Windows Event Logs In Splunk (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Events (coreyhaines31/marketingskills, 54k stars), Molecular Dynamics (K-Dense-AI/scientific-agent-skills, 48k stars) and Event Sourcing Architect (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 GitHub stars. The repository holds 170 skills in this directory. The repository was last updated on July 21, 2026.
Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
