Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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bio-reaction-enumeration
Enumerates chemical libraries through reaction SMARTS transformations using RDKit. Generates virtual compound libraries from building blocks using defined chemical reactions with product validation. Use when creating combinatorial libraries or enumerating products from synthetic routes.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-proteomics-ptm-analysis
Post-translational modification analysis including phosphorylation, acetylation, and ubiquitination. Covers site localization, motif analysis, and quantitative PTM analysis. Use when analyzing phosphoproteomic data or other modification-enriched samples.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-clip-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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cobrapy
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-experimental-design-power-analysis
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-basecalling
Convert raw Nanopore signal data (FAST5/POD5) to nucleotide sequences using Dorado basecaller. Covers model selection, GPU acceleration, modified base detection, and quality filtering. Use when processing raw Nanopore data before alignment. Guppy is deprecated; use Dorado for all new analyses.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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protein-design-workflow
End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline, (4) Planning compute resources and timelines, (5) Integrating multiple design tools.
For tool selection, use binder-design. For QC thresholds, use protein-qc.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-pdb-structure-navigation
Navigate protein structure hierarchy using Biopython Bio.PDB SMCRA model. Use when accessing models, chains, residues, and atoms, iterating over structure levels, or extracting sequences from PDB files.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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molecular-dynamics
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-primer-design-primer-validation
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-metabolomics-statistical-analysis
Statistical analysis for metabolomics data. Covers univariate testing, multivariate methods (PCA, PLS-DA), and biomarker discovery. Use when identifying differentially abundant metabolites or building classification models.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-merip-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-genome-assembly-metagenome-assembly
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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uniprot-database
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific control.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-variant-calling-filtering-best-practices
Comprehensive variant filtering including GATK VQSR, hard filters, bcftools expressions, and quality metric interpretation for SNPs and indels. Use when filtering variants using GATK best practices.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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zarr-python
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-hi-c-analysis-hic-visualization
Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. Create triangle plots, virtual 4C, and multi-track figures. Use when visualizing contact matrices or genomic features.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflow-management-wdl-workflows
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-alignment-pairwise
Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner. Use when comparing two sequences, finding optimal alignments, scoring similarity, and identifying local or global matches between DNA, RNA, or protein sequences.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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nk-cell-therapy-agent
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-systems-biology-context-specific-models
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-workflows-microbiome-pipeline
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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opentrons-integration
Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009
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bio-pdb-structure-modification
Modify protein structures using Biopython Bio.PDB. Use when transforming coordinates, removing atoms or residues, adding new entities, modifying B-factors and occupancies, or building structures programmatically.
FreedomIntelligence/OpenClaw-Medical-Skills 2,009