GGbond-bo/MemOmics-Agent

Autonomous research Agent for bioinformatics: 300+ bioinformatics skills, persistent R/Python kernels, autonomous accumulation of user experience, scripts as skills, audit and debate dual gating, self-healing supervision for long tasks, and three-layer long-term memory; autonomously builds knowledge bases, searches and extracts literature, designs research ideas, polishes papers, performs bioinformatics analysis and visualization, and more. Ready to use on Windows/Linux with any OpenAI-compatibl

This repository also configures its own agents. See what MemOmics-Agent tells them →

19Stars on the repository
261Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

GGbond-bo/MemOmics-Agent

Skill Claude Code

Perform phylogenetic analysis on a set of protein sequences. This function aligns sequences, constructs a phylogenetic tree, and visualizes evolutionary relationships.

not rated 19 2d ago A 38 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Analyze histological images of thrombus samples stained with H&E to identify and quantify different thrombus components (fresh, cellular lysis, endothelialization, fibroblastic reaction).

not rated 19 2d ago A 43 tokens original MIT

analyze_western_blot

175

GGbond-bo/MemOmics-Agent

Skill Claude Code

Performs densitometric analysis of Western blot images to quantify relative protein expression.

not rated 19 2d ago A 24 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Perform cell type annotation of single-cell RNA-seq data using Panhuman Azimuth Neural Network. This function implements the Panhuman Azimuth workflow for cell type annotation using the panhumanpy pac.

not rated 19 2d ago A SkillSpector: pass 50 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Find all Open Reading Frames (ORFs) in a DNA sequence using Biopython, searching both forward and reverse complement strands.

not rated 19 2d ago A 33 tokens original MIT

batch_register_images

180

GGbond-bo/MemOmics-Agent

Skill Claude Code

Perform batch registration of multiple images to a single reference image. Automatically processes all medical image files in a directory and registers them to the fixed reference. Supports rigid, aff.

not rated 19 2d ago A 37 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Performs Bayesian fine-mapping from GWAS summary statistics using deep variational inference to compute posterior inclusion probabilities and credible sets for putative causal variants.

not rated 19 2d ago A 40 tokens original MIT

bio-db-benchmark-qa

182

GGbond-bo/MemOmics-Agent

Skill Claude CodeCodex

A benchmark workflow for answering questions from public biological databases and measuring the answers against sealed reference answers. It covers sources such as NCBI, UCSC, ENCODE, ChEMBL, and Ensembl.

not rated 19 2d ago A SkillSpector: pass 119 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A zero-dependency Python toolkit for generating publication-quality interactive HTML reports from bioinformatics analysis outputs.

not rated 19 2d ago A SkillSpector: pass 23 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude CodeCodex

A guide for planning and drafting patent applications for bioinformatics methods in China. It focuses on presenting computational biology workflows as technical inventions and structuring their patent claims.

not rated 19 2d ago A SkillSpector: warn 97 tokens original MIT

boltz

186

GGbond-bo/MemOmics-Agent

Skill Claude Code

Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025, github.com/jwohlwend/boltz). Reach for this skill to validate designed binder.

not rated 19 2d ago A 53 tokens copy · 89% MIT

borzoi

187

GGbond-bo/MemOmics-Agent

Skill Claude Code

Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2) G.

not rated 19 2d ago A SkillSpector: pass 56 tokens original MIT

bulk-omics-clustering

188

GGbond-bo/MemOmics-Agent

Skill Claude Code

A workflow for clustering bulk-omics data, such as measurements from many samples, into groups with similar patterns. It includes staged environment checks, reviews, execution, and comparison of important settings.

not rated 19 2d ago A SkillSpector: pass 5 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A workflow for analysing bulk RNA sequencing count data with DESeq2, a method for finding genes whose activity differs between conditions. It also imposes staged checks, parameter comparisons, and review steps during the analysis.

not rated 19 2d ago A 12 tokens copy · 88% MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A workflow for finding genes whose activity differs between bulk RNA sequencing groups. Bulk RNA sequencing measures mixed RNA from many cells together.

not rated 19 2d ago A SkillSpector: pass 8 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Calculate Apparent Diffusion Coefficient (ADC) map from diffusion-weighted MRI data using monoexponential diffusion model.

not rated 19 2d ago A 30 tokens original MIT

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