Agent skill

Bio Metagenomics Amr Detection

by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills

Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD.

No licenceAuto-check passedResearch & Science

Install Bio Metagenomics Amr Detection

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-metagenomics-amr-detection -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-metagenomics-amr-detection --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bio-metagenomics-amr-detection .claude/skills/bio-metagenomics-amr-detection && rm -rf skills-src

Use ~/.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/

Facts

Skill name
bio-metagenomics-amr-detection
GitHub stars
3.1k
Used in
1 other repo
Token cost
~1.8k tokens
SKILL.md length
270 words
Files
4
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD.

  • Characterizing resistance profiles in clinical isolates
  • SKILL.md covers Version Compatibility, Tool Comparison, AMRFinderPlus (NCBI) and ResFinder, plus 6 more sections
  • Runs Python and Shell scripts from its folder; calls conda, python and pip; reaches cge.food.dtu.dk
  • Surveillance samples

What it does

Bio Metagenomics Amr Detection is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD. Screen isolates and metagenomes for resistance determinants. Use when characterizing resistance profiles in clinical isolates, surveillance samples, or metagenomic data.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `examples/batch_amr_screening.py`, `examples/run_amrfinder.sh` and `usage-guide.md`).

It sits in Research & Science, covering Bioinformatics. It works with NCBI. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

When your agent uses it

  • Characterizing resistance profiles in clinical isolates
  • Surveillance samples
  • Metagenomic data

Example prompts

  • “/bio-metagenomics-amr-detection”

Requirements

  • Python 3
  • A Bash shell

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 (Python and Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • conda
    • python
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • cge.food.dtu.dk

    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 Metagenomics Amr Detection loads about 1.8k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 270 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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 270 words (~1,804 tokens).

“Reference examples tested with: AMRFinderPlus 3.12+, pandas 2.2+”

— opening of SKILL.md by FreedomIntelligence
name
bio-metagenomics-amr-detection
tool_type
cli
primary_tool
AMRFinderPlus

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files in skills/bio-metagenomics-amr-detection of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • examples/batch_amr_screening.py
  • examples/run_amrfinder.sh
  • 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 Metagenomics Amr Detection 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.

Bio Metagenomics Amr Detection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bio Metagenomics Amr Detection this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~1.8kAutomated safety check: PassNone
Dbsnp Databasegoogle-deepmind/science-skills3.2k2 repos~3.4kAutomated safety check: NotesApache-2.0
Biopython Bioinformaticsaiming-lab/AutoResearchClaw15k—~810Automated safety check: PassMIT
Bio Write SequencesGPTomics/bioSkills1.2k3 repos~2.1kAutomated safety check: PassMIT
ETE Toolkit for Phylogenetic Treesdavila7/claude-code-templates33k11 repos~4.5kAutomated safety check: NotesMIT
Biopythondavila7/claude-code-templates33k12 repos~3.4kAutomated safety check: PassMIT

Similar skills

  • Dbsnp Database

    google-deepmind/science-skills

    A skill your agent uses when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database.

    3.2k GitHub starsUsed in 2 repos~3.4k tokens
    Research & ScienceAuto-check: notes
  • Biopython Bioinformatics

    aiming-lab/AutoResearchClaw

    Quick reference for Biopython work: sequence operations, SeqIO file parsing, BLAST searches, Entrez queries, phylogenetic trees and PDB structure analysis.

    15k GitHub stars~810 tokensUpdated 1 mo ago
    Research & ScienceAuto-check passed
  • Bio Write Sequences

    GPTomics/bioSkills

    Write biological sequences to files (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO.

    1.2k GitHub starsUsed in 3 repos~2.1k tokens
    Research & ScienceAuto-check passed
  • ETE Toolkit for Phylogenetic Trees

    davila7/claude-code-templates

    Guides your agent through building, editing, comparing and drawing phylogenetic trees with the ETE Python toolkit, including orthology calls and NCBI taxonomy lookups.

    33k GitHub starsUsed in 11 repos~4.5k tokens
    Research & ScienceAuto-check: notes
  • Biopython

    davila7/claude-code-templates

    Primary Python toolkit for molecular biology. An agent skill from davila7/claude-code-templates.

    33k GitHub starsUsed in 12 repos~3.4k tokens
    Research & ScienceAuto-check passed
  • Clinvar Database

    davila7/claude-code-templates

    Query NCBI ClinVar for variant clinical significance. An agent skill from davila7/claude-code-templates.

    33k GitHub starsUsed in 10 repos~3.3k tokens
    Research & ScienceAuto-check passed

More from FreedomIntelligence/OpenClaw-Medical-Skills

All 279 skills in this repo
  • Single Cell Rna Qc

    FreedomIntelligence/OpenClaw-Medical-Skills

    Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.

    3.1k GitHub starsUsed in 2 repos~2k tokens
    Auto-check passed
  • Differentiation Schemes

    FreedomIntelligence/OpenClaw-Medical-Skills

    Select and apply numerical differentiation schemes for PDE/ODE discretization.

    3.1k GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check: notes
  • Fhir Developer Skill

    FreedomIntelligence/OpenClaw-Medical-Skills

    FHIR API development guide for building healthcare endpoints.

    3.1k GitHub starsUsed in 1 repo~2.5k tokens
    Auto-check passed
  • Linear Solvers

    FreedomIntelligence/OpenClaw-Medical-Skills

    Select and configure linear solvers for systems Ax=b in dense and sparse problems.

    3.1k GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check: notes
  • Medical Research Toolkit

    FreedomIntelligence/OpenClaw-Medical-Skills

    Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research.

    3.1k GitHub starsUsed in 1 repo~2.4k tokens
    Auto-check passed
  • Mesh Generation

    FreedomIntelligence/OpenClaw-Medical-Skills

    Plan and evaluate mesh generation for numerical simulations.

    3.1k GitHub starsUsed in 1 repo~1.1k tokens
    Auto-check: notes

Works with

Questions about Bio Metagenomics Amr Detection

What does Bio Metagenomics Amr Detection do?

Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD. Bio Metagenomics Amr Detection is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Detect antimicrobial resistance genes using AMRFinderPlus, ResFinder, and CARD.

When should I use Bio Metagenomics Amr Detection?

Bio Metagenomics Amr Detection fits situations like: characterizing resistance profiles in clinical isolates; surveillance samples; metagenomic data.

How do I install Bio Metagenomics Amr Detection in Claude Code?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-metagenomics-amr-detection -a claude-code`. Or copy the skill folder (skills/bio-metagenomics-amr-detection in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/bio-metagenomics-amr-detection in your project. Claude Code loads it when a task matches its description.

How do I install Bio Metagenomics Amr Detection in Codex?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-metagenomics-amr-detection -a codex`. Or copy the skill folder (skills/bio-metagenomics-amr-detection in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/bio-metagenomics-amr-detection in your project. Codex loads it when a task matches its description.

Can I use Bio Metagenomics Amr Detection 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-metagenomics-amr-detection -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-metagenomics-amr-detection, .gemini/skills/bio-metagenomics-amr-detection, .github/skills/bio-metagenomics-amr-detection and .opencode/skills/bio-metagenomics-amr-detection in your project.

What does Bio Metagenomics Amr Detection need to run?

Going by SKILL.md and its folder, Bio Metagenomics Amr Detection needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (conda, python and pip). Our summary lists: Python 3; A Bash shell.

Does Bio Metagenomics Amr Detection access the network?

SKILL.md names 1 domain. In commands or code: cge.food.dtu.dk; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Bio Metagenomics Amr Detection 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 Metagenomics Amr Detection use?

No licence was found for Bio Metagenomics Amr Detection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Bio Metagenomics Amr Detection use?

About 1.8k tokens (SKILL.md is roughly 7.2k 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 Metagenomics Amr Detection?

Skills that share tags, products or a category with Bio Metagenomics Amr Detection: Dbsnp Database (google-deepmind/science-skills, 3.2k stars), Biopython Bioinformatics (aiming-lab/AutoResearchClaw, 15k stars), Bio Write Sequences (GPTomics/bioSkills, 1.2k stars) and ETE Toolkit for Phylogenetic Trees (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bio Metagenomics Amr Detection?

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.