Skin Health Analyzer
sickn33/agentic-awesome-skills
Analyze skin health data, identify skin problem patterns, assess skin health status.
Agent skill
Epidemiologist Analyst
by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills
Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks.
No licenceAuto-check passed
Install Epidemiologist Analyst
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill epidemiologist-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills epidemiologist-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/epidemiologist-analyst .claude/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .claude/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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/epidemiologist-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 epidemiologist-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills epidemiologist-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/epidemiologist-analyst .agents/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .agents/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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 epidemiologist-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills epidemiologist-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/epidemiologist-analyst .cursor/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .cursor/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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/epidemiologist-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 epidemiologist-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills epidemiologist-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/epidemiologist-analyst .gemini/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .gemini/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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 epidemiologist-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 epidemiologist-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/epidemiologist-analyst .github/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .github/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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 epidemiologist-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 epidemiologist-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/epidemiologist-analyst .opencode/skills/epidemiologist-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 "epidemiologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/epidemiologist-analyst into .opencode/skills/epidemiologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epidemiologist-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.
Facts
- Skill name
epidemiologist-analyst- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~18k tokens
- SKILL.md length
- 8,156 words
- Files
- 4
- Skills in repo
- 279
- Repo updated
- First seen
- Licence
- None found
At a glance
Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks.
- Works in 9 steps: Define the Health Event and Context → Verify and Characterize Cases → Describe Cases by Person, Place, and Time → …
- : Disease outbreaks
- SKILL.md covers Purpose, When to Use This Skill, Core Philosophy:… and Theoretical Foundations…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Epidemiologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks. Provides insights on disease spread, risk factors, prevention strategies, and public health interventions. Use when: Disease outbreaks, health policy evaluation, risk assessment, intervention planning. Evaluates: Transmission dynamics, risk factors, causality, population health impact, intervention effectiveness.
Its SKILL.md is about 18k 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🦞.
When your agent uses it
- : Disease outbreaks
- Health policy evaluation
- Risk assessment
- Intervention planning
Example prompts
- “Use the epidemiologist-analyst skill to analyz disease patterns and health events through epidemiological lens using surveillance systems, outbreak…”
- “/epidemiologist-analyst”
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Define the Health Event and Context
- Verify and Characterize Cases
- Describe Cases by Person, Place, and Time
- Generate Hypotheses About Source and Transmission
- Test Hypotheses Using Analytic Studies
- Conduct Environmental and Laboratory Investigations
- Implement Control and Prevention Measures
- Evaluate Intervention Effectiveness
- Communicate Findings and Recommendations
What it can do on your machine
Read from SKILL.md and the folder at commit b1f9b6e. 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
Links to these hosts (documentation or services it may open):
cdc.govwho.intarchive.cdc.govnature.compmc.ncbi.nlm.nih.govpubmed.ncbi.nlm.nih.govcste.orgen.wikipedia.orgacademic.oup.comsciencedirect.comlink.springer.comoutbreaktools.casphweb.bumc.bu.edubmj.comuspreventiveservicestaskforce.org
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
Epidemiologist Analyst loads about 18k tokens when it runs. Until then it costs about 126 tokens; SKILL.md has 8,156 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 8,156 words (~18,465 tokens).
“Analyze health events and disease patterns through the disciplinary lens of epidemiology, applying established frameworks (disease surveillance, outbreak investigation, causal inference), multiple methodological approaches (cohort studies, case-control studies, mathematical modeling), and evidence-based practices to understand disease distribution, determinants, and control…”
- name
- epidemiologist-analyst
- version
- 1.0.0
Files
SKILL.md and 3 other files in skills/epidemiologist-analyst of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- QUICK_REFERENCE.md
- README.md
- tests/quiz.md
Open the folder on GitHubat commit b1f9b6e
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 FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 9, 2026.
Compare with similar skills
Epidemiologist 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 |
|---|---|---|---|---|---|---|
| Epidemiologist Analyst this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~18k | Automated safety check: Pass | None | |
| Skin Health Analyzersickn33/agentic-awesome-skills | 47k | 2 repos | ~293 | Automated safety check: Pass | MIT | |
| Oral Health Analyzersickn33/agentic-awesome-skills | 47k | 3 repos | ~259 | Automated safety check: Pass | MIT | |
| Sexual Health Analyzersickn33/agentic-awesome-skills | 47k | 1 repos | ~244 | Automated safety check: Pass | MIT | |
| 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 |
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Questions about Epidemiologist Analyst
What does Epidemiologist Analyst do?
Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks. Epidemiologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks.
When should I use Epidemiologist Analyst?
Epidemiologist Analyst fits situations like: : Disease outbreaks; health policy evaluation; risk assessment; intervention planning.
How do I install Epidemiologist Analyst in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill epidemiologist-analyst -a claude-code`. Or copy the skill folder (skills/epidemiologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/epidemiologist-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Epidemiologist Analyst in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill epidemiologist-analyst -a codex`. Or copy the skill folder (skills/epidemiologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/epidemiologist-analyst in your project. Codex loads it when a task matches its description.
Can I use Epidemiologist Analyst 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill epidemiologist-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/epidemiologist-analyst, .gemini/skills/epidemiologist-analyst, .github/skills/epidemiologist-analyst and .opencode/skills/epidemiologist-analyst in your project.
What does Epidemiologist Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Epidemiologist Analyst is instructions for the agent only.
Does Epidemiologist Analyst access the network?
SKILL.md names 15 domains. As links in the text: cdc.gov, who.int, archive.cdc.gov, nature.com, pmc.ncbi.nlm.nih.gov, pubmed.ncbi.nlm.nih.gov, cste.org, en.wikipedia.org, academic.oup.com, sciencedirect.com, link.springer.com, outbreaktools.ca, sphweb.bumc.bu.edu, bmj.com and uspreventiveservicestaskforce.org. This is read from the text; nothing was executed.
Is Epidemiologist Analyst 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 Epidemiologist Analyst use?
No licence was found for Epidemiologist Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Epidemiologist Analyst use?
About 18k tokens (SKILL.md is roughly 74k 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 Epidemiologist Analyst?
Skills that share tags, products or a category with Epidemiologist Analyst: Skin Health Analyzer (sickn33/agentic-awesome-skills, 47k stars), Oral Health Analyzer (sickn33/agentic-awesome-skills, 47k stars), Sexual Health Analyzer (sickn33/agentic-awesome-skills, 47k stars) and Analyzing Windows Event Logs In Splunk (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Epidemiologist Analyst?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,053 GitHub stars. The repository holds 279 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.