Tooluniverse Rnaseq Deseq2
wu-yc/LabClaw
Production-ready RNA-seq differential expression analysis using PyDESeq2.
Perform differential expression analysis using edgeR in R/Bioconductor.
Install Bio De Edger Basics
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-de-edger-basics -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-de-edger-basics --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/bio-de-edger-basics .claude/skills/bio-de-edger-basics && 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 "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .claude/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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/bio-de-edger-basicsType 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 bio-de-edger-basics -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-de-edger-basics --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/bio-de-edger-basics .agents/skills/bio-de-edger-basics && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .agents/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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 bio-de-edger-basics -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-de-edger-basics --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/bio-de-edger-basics .cursor/skills/bio-de-edger-basics && 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 "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .cursor/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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/bio-de-edger-basics--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 bio-de-edger-basics -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-de-edger-basics --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/bio-de-edger-basics .gemini/skills/bio-de-edger-basics && 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 "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .gemini/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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 bio-de-edger-basicsInstalls 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 bio-de-edger-basics -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/bio-de-edger-basics .github/skills/bio-de-edger-basics && 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 "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .github/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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 bio-de-edger-basics -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 bio-de-edger-basics --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/bio-de-edger-basics .opencode/skills/bio-de-edger-basics && 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 "bio-de-edger-basics" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-de-edger-basics into .opencode/skills/bio-de-edger-basics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-de-edger-basics", 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
bio-de-edger-basics- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~2.9k tokens
- SKILL.md length
- 697 words
- Files
- 5
- Skills in repo
- 279
- Repo updated
- First seen
- Licence
- None found
At a glance
Perform differential expression analysis using edgeR in R/Bioconductor.
- Analyzing RNA-seq count data with the quasi-likelihood F-test framework
- SKILL.md covers Version Compatibility, Required Libraries, Installation and Creating DGEList Object, plus 20 more sections
- Runs R scripts from its folder
- Creating DGEList objects
What it does
Bio De Edger Basics is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framework, creating DGEList objects, normalization, dispersion estimation, and statistical testing. Use when performing DE analysis with edgeR.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `usage-guide.md`).
It sits in Research & Science, covering Database schema design and Bioinformatics. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
When your agent uses it
- Analyzing RNA-seq count data with the quasi-likelihood F-test framework
- Creating DGEList objects
- Dispersion estimation
- Statistical testing
Example prompts
- “/bio-de-edger-basics”
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
Ships script files (R), which the agent can run.
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
Bio De Edger Basics loads about 2.9k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 697 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 697 words (~2,893 tokens).
“Reference examples tested with: DESeq2 1.42+, edgeR 4.0+, limma 3.58+, scanpy 1.10+”
- name
- bio-de-edger-basics
- tool_type
- r
- primary_tool
- edgeR
Files
SKILL.md and 4 other files in skills/bio-de-edger-basics of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- examples/basic_workflow.R
- examples/batch_correction.R
- examples/contrasts.R
- usage-guide.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
Bio De Edger Basics 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 |
|---|---|---|---|---|---|---|
| Bio De Edger Basics this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~2.9k | Automated safety check: Pass | None | |
| Tooluniverse Rnaseq Deseq2wu-yc/LabClaw | 1.1k | 2 repos | ~4.5k | Automated safety check: Pass | None | |
| Bio Chipseq Differential BindingGPTomics/bioSkills | 1.2k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Bio Chipseq VisualizationGPTomics/bioSkills | 1.2k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Bio Geo DataGPTomics/bioSkills | 1.2k | 2 repos | ~4.4k | Automated safety check: Pass | MIT | |
| Tooluniverse Metabolomics Analysiswu-yc/LabClaw | 1.1k | 2 repos | ~5.9k | Automated safety check: Pass | None |
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Bio Geo Data
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Query and download from NCBI Gene Expression Omnibus (GEO) and EMBL-EBI's BioStudies/ArrayExpress mirror.
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Bio Splicing Quantification
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Related
Categories
Questions about Bio De Edger Basics
What does Bio De Edger Basics do?
Perform differential expression analysis using edgeR in R/Bioconductor. Bio De Edger Basics is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Perform differential expression analysis using edgeR in R/Bioconductor.
When should I use Bio De Edger Basics?
Bio De Edger Basics fits situations like: analyzing RNA-seq count data with the quasi-likelihood F-test framework; creating DGEList objects; dispersion estimation; statistical testing.
How do I install Bio De Edger Basics in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-de-edger-basics -a claude-code`. Or copy the skill folder (skills/bio-de-edger-basics in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/bio-de-edger-basics in your project. Claude Code loads it when a task matches its description.
How do I install Bio De Edger Basics in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-de-edger-basics -a codex`. Or copy the skill folder (skills/bio-de-edger-basics in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/bio-de-edger-basics in your project. Codex loads it when a task matches its description.
Can I use Bio De Edger Basics 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 bio-de-edger-basics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bio-de-edger-basics, .gemini/skills/bio-de-edger-basics, .github/skills/bio-de-edger-basics and .opencode/skills/bio-de-edger-basics in your project.
What does Bio De Edger Basics need to run?
Going by SKILL.md and its folder, Bio De Edger Basics needs R for the scripts in its folder.
Does Bio De Edger Basics 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 Bio De Edger Basics 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 Bio De Edger Basics use?
No licence was found for Bio De Edger Basics or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Bio De Edger Basics use?
About 2.9k tokens (SKILL.md is roughly 12k 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 Bio De Edger Basics?
Skills that share tags, products or a category with Bio De Edger Basics: Tooluniverse Rnaseq Deseq2 (wu-yc/LabClaw, 1.1k stars), Bio Chipseq Differential Binding (GPTomics/bioSkills, 1.2k stars), Bio Chipseq Visualization (GPTomics/bioSkills, 1.2k stars) and Bio Geo Data (GPTomics/bioSkills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bio De Edger Basics?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 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.