End-to-end genome assembly workflow from reads to polished assembly with QC. Supports short reads (SPAdes), long reads (Flye), and hybrid approaches.
End-to-end GWAS workflow from VCF to association results. Covers PLINK QC, population structure correction, and association testing for case-control or quantitative trait — from…
End-to-end imaging mass cytometry workflow from raw acquisitions to spatial cell analysis. Orchestrates image preprocessing, segmentation, phenotyping, and spatial statis — from…
End-to-end genome-scale metabolic modeling from genome sequence to flux predictions. Covers automated reconstruction with CarveMe, model validation with memote, FBA/FVA a — from…
End-to-end metabolomics workflow from raw MS data to pathway analysis. Orchestrates XCMS preprocessing, annotation, normalization, statistical analysis, and pathway mappi — from…
End-to-end proteomics workflow from MaxQuant output to differential protein abundance. Orchestrates data import, normalization, imputation, and statistical testing with M — from…
End-to-end TCR/BCR repertoire analysis from FASTQ to clonotype diversity metrics. Use when analyzing immune repertoire sequencing data from bulk or single-cell experiment — from…
Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas
Expert-level biology, biotechnology, genetics, bioinformatics, and computational biology
Use the local Biomni checkout to orchestrate its 150+ biomedical tools, databases, and know-how workflows for complex research questions.
Skill di ricerca e analisi di riferimento per la modellazione 3D in Blender. Da usare PRIMA di blender-arch quando la richiesta è vaga o mancano dettagli.
Bluesky experimental orchestration skill for scan automation, data collection, and metadata management
Transform a product briefing into comprehensive, research-backed product management artifacts.
Amazon Braket integration skill for multi-vendor quantum hardware access and hybrid workflows
Research dispatcher for enhanced /build command Phase 1. Parses user concept input and delegates to claude-code-guide for capability inventory.
Build applications and agents with Exa's API Platform: search, contents, answer, context, Agent API, monitors, websets, OpenAI-compatible endpoints, and exa-py / exa-js.
GLAW Investigations Bureau — Prosecutor Agent. The trial mind of the bench: case-theory construction, causes of action (civil + criminal), elements-to-evidence mapping, exposure…
BWA-MEM2 alignment skill for mapping sequencing reads to reference genomes with optimized parameter selection
CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation
Career Companion for frontier tech — AI, space, aerospace, robotics, drones, defense, autonomy. Searches live job openings, tailors resumes and CVs, runs mock interviews,…
Computed statistics across portfolio companies — median, average, typical, range — used as market benchmarks.
GLAW Case-Law Research — the firm's affirmative precedent-hunter. Given a legal issue, it FINDS the controlling and persuasive authority (statutes, regulations, and cases on…
AI-powered analysis of cellular senescence for aging research, cancer therapy response, and senolytic drug development.
An LLM chemistry agent with expert-designed tools for organic synthesis, drug discovery, and materials design. — from bg-szy/TOP-SKILLS
An LLM chemistry agent with expert-designed tools for organic synthesis, drug discovery, and materials design. — from ur-whitelab/chemcrow-public
Compute RDKit-driven molecular properties (MW, logP, TPSA, QED, Lipinski) for a SMILES string to support downstream drug discovery tools.
Use when optimizing GitLab CI/CD pipelines for performance, reliability, or maintainability. Covers pipeline optimization and organizational patterns.
Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation
Google Cirq integration skill for quantum circuit design and execution on Google quantum processors
Research a company or person before a meeting, call, or pitch. Pulls Companies House data, LinkedIn context, sector background, and recent news.
Systematic literature review skill for clinical evaluation supporting regulatory submissions
Collaborative multi-agent fix workflow using codex, gemini-cli, and an independent subagent. Use when the user asks to "collab fix", "multi-agent fix", or wants several AI tools…
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured a — from…
Multi-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured a — from…
COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics
Configures deterministic fixed timestep tuning, Continuous Collision Detection (CCD), spatial query layers, kinematic substepping, raycasting, and contact normal stabilization.
Deep library, dependency, framework, and API documentation research using Context7 MCP tools only. Use when you need up-to-date docs, version-specific API reference, migration…
Statistical process control chart creation and analysis skill with control limit calculation and special cause detection
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
Creates Architecture Decision Records (ADRs) and conducts research spikes for technical decisions using a structured 5-phase workflow: Research, Analysis, Decision, Documentation,…
A specialized tool for designing efficient and specific gRNA sequences for CRISPR-Cas9 experiments.
Find and execute cross-chain arbitrage opportunities. Scans prices across all chains, evaluates profitability after all costs (gas, bridge fees, slippage), assesses risk, and…
AI-powered integration of cryo-EM structural data with generative AI and molecular dynamics for structure-based drug design targeting flexible proteins and membrane complexes.
AI-powered circulating tumor DNA dynamics analysis for molecular residual disease detection, treatment response monitoring, and early relapse prediction using liquid biopsy.
Use when the user asks about usage analytics, statistics, token usage, or cost summary — e.g. 'usage stats', 'token usage', 'how many sessions this week', 'show me my numbers',…
Query DARPA programs, opportunities, and BAAs. Searches RSS feeds and Grants.gov API for defense research funding opportunities across all DARPA technical offices.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written.
Convert a DEE methodology proposal into executable experiment, baseline, ablation, diagnostic, and acceptance matrices.
Conduct comprehensive multi-dimensional research on any subject using coordinated AI research specialists
In-depth research on technical topics using web search, documentation, and codebase analysis. Use when asked to 'research', 'investigate', 'find out about', or explore unfamiliar…
DESeq2 differential expression analysis skill with normalization, statistical modeling, and visualization
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and ge — from…
devbooks-void：Void 协议执行器：处理高熵/不确定/多方案争议问题，只产出 research_report + ADR + Freeze/Thaw 工件，不产出生产代码。用户说"进入 void/卡住了/不确定/需要调研/冻结解冻"等时使用。
Deep research aggregator that searches Brave (Web), Perplexity (AI), GitHub (Code/Issues), ArXiv (Papers), YouTube (Videos), and Wayback Machine simultaneously.
Use when drafting a structured formal legal opinion on a Vietnamese legal matter — covering question framing, statutory authority research, legal analysis, executive conclusion,…
AI-assisted literature review for question-answering over papers and evidence synthesis
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
Front door for new work — routes an idea, a stakeholder-greenlit product, or a feature/story into the right requirements process, interrogates for a spec, optionally runs bounded…
AI-powered DNA methylation analysis using MethylGPT foundation models for epigenomic profiling, differential methylation detection, and cancer epigenome characterization.
Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings