Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
Agent skill
Bio Flow Cytometry Fcs Handling
by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills
Read and manipulate Flow Cytometry Standard (FCS) files. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
Install Bio Flow Cytometry Fcs Handling
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-flow-cytometry-fcs-handling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-flow-cytometry-fcs-handling --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-flow-cytometry-fcs-handling .claude/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .claude/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handlingType 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-flow-cytometry-fcs-handling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-flow-cytometry-fcs-handling --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-flow-cytometry-fcs-handling .agents/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .agents/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-flow-cytometry-fcs-handling --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-flow-cytometry-fcs-handling .cursor/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .cursor/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handling--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-flow-cytometry-fcs-handling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-flow-cytometry-fcs-handling --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-flow-cytometry-fcs-handling .gemini/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .gemini/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handlingInstalls 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-flow-cytometry-fcs-handling -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-flow-cytometry-fcs-handling .github/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .github/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handling -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-flow-cytometry-fcs-handling --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-flow-cytometry-fcs-handling .opencode/skills/bio-flow-cytometry-fcs-handling && 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-flow-cytometry-fcs-handling" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-flow-cytometry-fcs-handling into .opencode/skills/bio-flow-cytometry-fcs-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-flow-cytometry-fcs-handling", 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-flow-cytometry-fcs-handling- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~1.3k tokens
- SKILL.md length
- 246 words
- Files
- 3
- Skills in repo
- 279
- Repo updated
- First seen
- Licence
- None found
At a glance
Read and manipulate Flow Cytometry Standard (FCS) files. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
- Loading and inspecting flow
- SKILL.md covers Version Compatibility, Load FCS Files, Load Multiple Files and Access Expression Data, plus 10 more sections
- Runs R scripts from its folder
- Mass cytometry data before preprocessing
What it does
Bio Flow Cytometry Fcs Handling is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Read and manipulate Flow Cytometry Standard (FCS) files. Covers loading data, accessing parameters, and basic data exploration. Use when loading and inspecting flow or mass cytometry data before preprocessing.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `usage-guide.md`).
It sits in Data & Analytics, covering Data analysis. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
When your agent uses it
- Loading and inspecting flow
- Mass cytometry data before preprocessing
Example prompts
- “/bio-flow-cytometry-fcs-handling”
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 Flow Cytometry Fcs Handling loads about 1.3k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 246 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 246 words (~1,271 tokens).
“Reference examples tested with: flowCore 2.14+, scanpy 1.10+”
- name
- bio-flow-cytometry-fcs-handling
- tool_type
- r
- primary_tool
- flowCore
Files
SKILL.md and 2 other files in skills/bio-flow-cytometry-fcs-handling of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- examples/load_fcs.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 7, 2026.
Compare with similar skills
Bio Flow Cytometry Fcs Handling 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 Flow Cytometry Fcs Handling this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Exploratory Data Analysisspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Excel and CSV Data Analysisbytedance/deer-flow | 84k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Exploratory Data AnalysisOleafly/Oleafly | 212 | 2 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Pandas ProJeffallan/claude-skills | 12k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Bio Flow Cytometry Fcs Handling
What does Bio Flow Cytometry Fcs Handling do?
Read and manipulate Flow Cytometry Standard (FCS) files. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Bio Flow Cytometry Fcs Handling is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Read and manipulate Flow Cytometry Standard (FCS) files.
When should I use Bio Flow Cytometry Fcs Handling?
Bio Flow Cytometry Fcs Handling fits situations like: loading and inspecting flow; mass cytometry data before preprocessing.
How do I install Bio Flow Cytometry Fcs Handling in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-flow-cytometry-fcs-handling -a claude-code`. Or copy the skill folder (skills/bio-flow-cytometry-fcs-handling in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/bio-flow-cytometry-fcs-handling in your project. Claude Code loads it when a task matches its description.
How do I install Bio Flow Cytometry Fcs Handling in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-flow-cytometry-fcs-handling -a codex`. Or copy the skill folder (skills/bio-flow-cytometry-fcs-handling in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/bio-flow-cytometry-fcs-handling in your project. Codex loads it when a task matches its description.
Can I use Bio Flow Cytometry Fcs Handling 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-flow-cytometry-fcs-handling -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-flow-cytometry-fcs-handling, .gemini/skills/bio-flow-cytometry-fcs-handling, .github/skills/bio-flow-cytometry-fcs-handling and .opencode/skills/bio-flow-cytometry-fcs-handling in your project.
What does Bio Flow Cytometry Fcs Handling need to run?
Going by SKILL.md and its folder, Bio Flow Cytometry Fcs Handling needs R for the scripts in its folder.
Does Bio Flow Cytometry Fcs Handling 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 Flow Cytometry Fcs Handling 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 Flow Cytometry Fcs Handling use?
No licence was found for Bio Flow Cytometry Fcs Handling or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Bio Flow Cytometry Fcs Handling use?
About 1.3k tokens (SKILL.md is roughly 5.1k 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 Flow Cytometry Fcs Handling?
Skills that share tags, products or a category with Bio Flow Cytometry Fcs Handling: Exploratory Data Analysis (spacering-net/codeg, 3.9k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 84k stars), Exploratory Data Analysis (Oleafly/Oleafly, 212 stars) and Pandas Pro (Jeffallan/claude-skills, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bio Flow Cytometry Fcs Handling?
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.