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

Calculate similarity metrics between two medical images. Supports mutual information, mean squared error, correlation, and normalized cross correlation.

not rated 19 2d ago A 27 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A single-cell analysis workflow for studying communication between cells using their gene-expression profiles.

not rated 19 2d ago A SkillSpector: pass 4 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude CodeCodex

A batch-processing workflow for running CellBender across multiple single-cell RNA sequencing samples. CellBender is software that removes background RNA contamination.

not rated 19 changed 2d ago C 69 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A single-cell RNA sequencing cleanup tool that removes background RNA from raw 10x Genomics data. Background RNA can come from broken cells and empty droplets.

not rated 19 2d ago A SkillSpector: pass 46 tokens original MIT

cellchat-v2

197

GGbond-bo/MemOmics-Agent

Skill Claude Code

A single-cell analysis workflow for studying communication between cell types by examining signals sent and received between them.

not rated 19 2d ago A SkillSpector: pass 65 tokens original MIT

chai1

198

GGbond-bo/MemOmics-Agent

Skill Claude Code

Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab). Reach for this skill to predict.

not rated 19 2d ago A SkillSpector: pass 52 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Analyze safety of a drug combination for potential interactions using DDInter database with comprehensive risk assessment and clinical recommendations.

not rated 19 2d ago A 29 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Check for FDA drug recalls and enforcement actions from the OpenFDA database to identify safety concerns and regulatory actions.

not rated 19 2d ago A 29 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A guided workflow for comparing DNA-binding peak data between conditions. ChIP-seq is a method that maps where proteins attach to DNA.

not rated 19 2d ago A 6 tokens copy · 92% MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A guided workflow for finding where DNA-binding signals are concentrated near genes. ChIP-seq is a method that maps where proteins attach to DNA.

not rated 19 2d ago A 7 tokens copy · 92% MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A guided workflow for identifying genes linked to DNA-binding regions. ChIP-seq is a method that maps where proteins attach to DNA.

not rated 19 2d ago A SkillSpector: pass 6 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A guided workflow for analysing clinical-trial data within a biological data-analysis system. It requires each analysis step to be checked, run separately, and reviewed.

not rated 19 2d ago A 5 tokens copy · 95% MIT

cns-visualization

205

GGbond-bo/MemOmics-Agent

Skill Claude Code

A template for producing several scientific charts from single-cell data, including cell maps, gene-expression summaries, distributions, heatmaps, and flow diagrams. It is aimed at presenting results for publication.

not rated 19 2d ago A SkillSpector: pass 32 tokens original MIT

code-writer

206

GGbond-bo/MemOmics-Agent

Skill Claude Code

A coding aid for writing Python and R scripts, data-analysis code, reusable functions, and other programs. It also describes checking requirements, running the code, and reviewing results.

not rated 19 2d ago A 21 tokens original MIT

coexpression-network

207

GGbond-bo/MemOmics-Agent

Skill Claude Code

A guided workflow for building gene co-expression networks, which show genes whose activity changes together. It requires research, step-by-step execution, and review of analysis choices.

not rated 19 2d ago A 3 tokens copy · 88% MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A research workflow for comparing the abilities and internal designs of scientific AI agents. It uses source code, papers, and documented capabilities as evidence.

not rated 19 changed 2d ago C 101 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A workflow for correcting batch effects when combining multiple single-cell RNA sequencing samples. Batch effects are unwanted differences caused by processing samples separately rather than by real biology; Harmony is a method for reducing them in the R/Seurat ecosystem.

not rated 19 2d ago A SkillSpector: pass 55 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Create visualization plots for registration results. Generates comparison plots, difference images, overlays, and metric charts.

not rated 19 2d ago A SkillSpector: pass 25 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

Create scVI and scANVI embeddings for single-cell RNA-seq data, saving the results to an AnnData object.

not rated 19 2d ago A SkillSpector: pass 32 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude CodeCodex

Cross-species gene regulatory element conservation assessment (CRCA) framework. Five-layer evaluation: R1 sequence conservation → R2 CRE chromatin accessibility (ATAC-driven) → R3 TF binding dynamics (ATAC-driven footprinting) → R4 TF→target regulatory network conservation (SCENIC + pseudobulk + mixed model) → R5…

not rated 19 2d ago A SkillSpector: warn 142 tokens original MIT

GGbond-bo/MemOmics-Agent

Skill Claude Code

A set of rules for carrying out scientific data analysis in small, checked stages. It requires looking up relevant methods, checking the environment, writing and running code step by step, and reviewing uncertain choices.

not rated 19 2d ago A SkillSpector: pass 6 tokens original MIT

data-viz

216

GGbond-bo/MemOmics-Agent

Skill Claude Code

A plotting workflow for making charts such as UMAP, t-SNE, heat maps, volcano plots, and violin plots from scientific data. It writes Python or R plotting code and checks labels, clarity, and colours.

not rated 19 2d ago A 33 tokens original MIT

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