Live Dashboard
NousResearch/hermes-agent
Build self-updating dashboards from live sources. An agent skill from NousResearch/hermes-agent.
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
No licenceAuto-check passed
Install Biologist Analyst
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill biologist-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills biologist-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/biologist-analyst .claude/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .claude/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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/biologist-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 biologist-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills biologist-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/biologist-analyst .agents/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .agents/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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 biologist-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills biologist-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/biologist-analyst .cursor/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .cursor/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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/biologist-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 biologist-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills biologist-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/biologist-analyst .gemini/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .gemini/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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 biologist-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 biologist-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/biologist-analyst .github/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .github/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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 biologist-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 biologist-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/biologist-analyst .opencode/skills/biologist-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 "biologist-analyst" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biologist-analyst into .opencode/skills/biologist-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "biologist-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
biologist-analyst- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~8.4k tokens
- SKILL.md length
- 3,494 words
- Files
- 4
- Skills in repo
- 170
- Repo updated
- First seen
- Licence
- None found
At a glance
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
- Works in 9 steps: Define Biological Question → Gather Biological Context → Select Appropriate Level(s) of Analysis → …
- : Biological systems
- SKILL.md covers Purpose, When to Use This Skill, Core Philosophy: Biological… and Theoretical Foundations…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Biologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks. Provides insights on mechanisms, adaptations, interactions, and life processes. Use when: Biological systems, health issues, evolutionary questions, ecological problems, biotechnology. Evaluates: Function, structure, heredity, evolution, interactions, molecular mechanisms.
Its SKILL.md is about 8.4k 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
- : Biological systems
- Evolutionary questions
- Ecological problems
Example prompts
- “Use the biologist-analyst skill to analyz living systems and biological phenomena through biological lens using evolution, molecular biology…”
- “/biologist-analyst”
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Define Biological Question
- Gather Biological Context
- Select Appropriate Level(s) of Analysis
- Apply Relevant Theoretical Frameworks
- Consider Evolutionary Context
- Analyze Mechanisms
- Evaluate Evidence
- Consider Practical Applications
- Communicate Findings
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):
ncbi.nlm.nih.govnature.comevolution.berkeley.edukhanacademy.orgesa.orgconbio.orgmedlineplus.govomim.orgtolweb.orgcdc.govbook.bionumbers.orgnejm.orgnationalacademies.orgcoral.orgcoralreef.noaa.gov
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
Biologist Analyst loads about 8.4k tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 3,494 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 3,494 words (~8,366 tokens).
“Analyze living systems, biological phenomena, and life sciences questions through the disciplinary lens of biology, applying established frameworks (evolutionary theory, molecular biology, ecology, systems biology), multiple levels of analysis (molecular, cellular, organismal, population, ecosystem), and evidence-based methods to understand how…”
- name
- biologist-analyst
- version
- 1.0.0
Files
SKILL.md and 3 other files in skills/biologist-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 7, 2026.
Compare with similar skills
Biologist 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 |
|---|---|---|---|---|---|---|
| Biologist Analyst this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~8.4k | Automated safety check: Pass | None | |
| Live DashboardNousResearch/hermes-agent | 252k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Evolutionsickn33/agentic-awesome-skills | 47k | 2 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Openclaw Live Updateropenclaw/openclaw | 392k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Live Dashboardnexu-io/open-design | 100k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Audit Livenessben-manes/caffeine | 18k | — | ~501 | Automated safety check: Pass | Apache-2.0 |
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Audit Liveness
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Agent Code Analyzer
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Questions about Biologist Analyst
What does Biologist Analyst do?
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks. Biologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
When should I use Biologist Analyst?
Biologist Analyst fits situations like: : Biological systems; evolutionary questions; ecological problems.
How do I install Biologist Analyst in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill biologist-analyst -a claude-code`. Or copy the skill folder (skills/biologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/biologist-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Biologist Analyst in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill biologist-analyst -a codex`. Or copy the skill folder (skills/biologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/biologist-analyst in your project. Codex loads it when a task matches its description.
Can I use Biologist 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 biologist-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/biologist-analyst, .gemini/skills/biologist-analyst, .github/skills/biologist-analyst and .opencode/skills/biologist-analyst in your project.
What does Biologist Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Biologist Analyst is instructions for the agent only.
Does Biologist Analyst access the network?
SKILL.md names 15 domains. As links in the text: ncbi.nlm.nih.gov, nature.com, evolution.berkeley.edu, khanacademy.org, esa.org, conbio.org, medlineplus.gov, omim.org, tolweb.org, cdc.gov, book.bionumbers.org, nejm.org, nationalacademies.org, coral.org and coralreef.noaa.gov. This is read from the text; nothing was executed.
Is Biologist 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 Biologist Analyst use?
No licence was found for Biologist Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Biologist Analyst use?
About 8.4k tokens (SKILL.md is roughly 33k 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 Biologist Analyst?
Skills that share tags, products or a category with Biologist Analyst: Live Dashboard (NousResearch/hermes-agent, 252k stars), Evolution (sickn33/agentic-awesome-skills, 47k stars), Openclaw Live Updater (openclaw/openclaw, 392k stars) and Live Dashboard (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Biologist Analyst?
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.