Generate a structured biographical research template for a named person — listing the key facts to verify, the categories of information to gather, and the questions to ask during…
Bioinformatics literature analysis workflow extraction and customized plan design. Triggered only when the user explicitly refers to a specific paper: the user requests extracting…
Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural…
Use this agent when you need to perform custom bioinformatics analyses on genes or proteins that go beyond standard database lookups.
Specialist AI agent persona for computational biology and bioinformatics research. Expert in protein structure analysis, molecular docking, kinase biology, drug-target…
Advanced single-cell multi-omics analysis including scRNA-seq, scCITE-seq, scATAC-seq, and TARGET-seq.
Use when when setting up a bioinformatics pipeline (such as HiC-Pro) that depends on multiple compiled or independently distributed binaries and you need to confirm that all…
Use when before executing a complex bioinformatics pipeline (such as Hi-C data processing) that depends on multiple third-party tools with explicit version constraints.
Patterns for building, maintaining, and scaling bioinformatics workflows. Covers Nextflow, Snakemake, WDL/Cromwell, container orchestration, and best practices for reproducible…
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
Use when evaluating biological relevance, methodological appropriateness, or scientific validity of bioinformatics approaches, or when choosing between analysis methods/software…
Comprehensive biology expert from molecular biology to ecology, covering cell biology, genetics, evolution, and physiology
OneScience 生信 datapipe 和 adapter skill。用于 biology/protenix/simplefold/openfold/evo2 数据读取、FASTA/MSA/PDB/mmCIF/JSON/SMILES 到模型 batch 的桥接、adapter…
24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design: domain databases, wet-lab/dry-lab methods, and ethical compliance…
AI-powered biomedical manuscript generation with docx output. Activates when user provides Chinese draft/outline and requests full English research paper.
Use when after biomolecular class labels have been assigned to features in a TWIM-MS dataset and you have raw ion mobility arrival time measurements.
Use when you have raw or processed TWIM-MS data with arrival time and m/z values for multiple features, but lack prior structural identification (e.g., from spectral libraries or…
Molecular biology toolkit: sequence manipulation, FASTA/GenBank/PDB I/O, NCBI Entrez, BLAST automation, pairwise/MSA alignment, Bio.PDB, phylogenetic trees.
Search bioRxiv preprints through the official bioRxiv API and locally filter titles, abstracts, and authors for keyword queries.
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API — from…
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API — from…
Unified Python interface to 40+ bioinformatics web services: UniProt proteins, KEGG pathways, ChEMBL/ChEBI/PubChem, BLAST, cross-database ID mapping, GO annotations, PPI.
Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO.
Installs 425 bioinformatics skills covering sequence analysis, RNA-seq, single-cell, variant calling, metagenomics, structural biology, and 56 more categories.
Use when you have assembled microbial genomes (nucleotide FASTA files) and want to identify biosynthetic potential and group related BGCs for downstream linking with metabolomic…
Use when you have output from a biotransformation rules module (candidate transformed structures linked to anchor molecules) and untargeted MS/MS spectral data, and you want to…
Use when you have one or more small-molecule chemical structures (as SMILES, MOL, or SDF) and need to systematically explore their fate across mammalian biotransformation, human…
Use when you have untargeted metabolomics data with unknown or ambiguous molecular identities, anchor metabolites (known structures in SMILES or MOL format), and a curated…
Bisulfite sequencing read alignment using Bismark with bowtie2/hisat2. Handles genome preparation and produces BAM files with methylation information.
Use when you need to represent natural product molecules as fixed-length bit vectors for downstream machine learning (e.
Build an executive-ready business case for a CX initiative. Frames the case using a Value Engineering structure (Objective → Problem → Solution → Outcome → Value Realization…
Run a full Taiwan business case end-to-end as a hypothesis-driven multi-agent workflow — frame the question as 2-4 mutually exclusive strategic options, reverse-engineer…
Business Development & Strategy agent: market research, product-market fit evaluation, competitive analysis, pricing model assessment, go-to-market strategy, gap/pain…
Use when apply this filter after feature detection and before downstream statistical analysis when your experimental design includes blank samples (e.
Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.
Implement blinding procedures to reduce bias in experimental studies. Use when: (1) Designing RCTs, (2) Ensuring objectivity, (3) Meeting CONSORT standards, (4) Minimizing…
Project-level blind spot audit and BLINDSPOT_LEDGER.md triage. Use for ledger-triage or ledger cleanup after an audit: organize, close, process, decide, handle, or go through…
Generate accurate, readable D2 block diagrams for software, research, and system explanations from a text brief.
Systematic workflow for researching and validating blockchain RPC providers. Use when evaluating RPC providers for historical data collection, rate limits, archive access, compute…
Queries U.S. Bureau of Labor Statistics data using the BLS MCP server. Use when user asks about CPI, inflation, unemployment, employment, wages, jobs, labor statistics, producer…
Research phase for blueprint workflow - toolbox resolution, lessons discovery, and parallel research agents
Structured ADR review workflow. Parses any ADR format, fact-checks claims against codebase, detects reasoning biases and anti-patterns, proactively researches alternatives, and…
Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology
Conduct domain and industry research. Use when the user says wants to do domain research for a topic or industry
Conduct market research on competition and customers. Use when the user says they need market research
Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report
GitHub interactome explorer for bmorphism/plurigrid ecosystem. Maps collaborations across AlgebraicJulia, Topos Institute, Anthropic, and MCP servers.
Board Paper und Business Judgment Rule (§ 93 AktG, § 43 GmbHG) erstellen: Vorlage für Vorstand/Geschäftsführung/Aufsichtsrat bei M&A-Entscheidungen, Strukturwahl, Risikot — from…
Board Paper und Business Judgment Rule Prüfung für M&A-Entscheidungen: Anwendungsfall Vorstand AG Geschäftsführer GmbH oder Aufsichtsrat muss Transaktionsentscheidung for — from…
Board-Paper zu China-Risiken: Struktur und Inhalt eines belastbaren China-Risikoberichts für Aufsichtsrat/Vorstand, wesentliche Risikokategorien…
Board Paper und Business Judgment Rule (§ 93 AktG, § 43 GmbHG) erstellen: Vorlage für Vorstand/Geschäftsführung/Aufsichtsrat bei M&A-Entscheidungen, Strukturwahl, Risikot — from…
Vorstand GF oder Aufsichtsrat braucht Entscheidungsunterlage für M&A-Beschluss: Board Paper Business-Judgment-Dokumentation KI-Einsatztransparenz.
Corporate-Board-Paper-Skill für aktuelle GmbH-Governance-Rechtsprechung: Abberufung, Weisungen, Binnenpflichtverletzung, Registervollzug und Deal-Risiko nach BGH II ZR 71/23.
High-quality web search with AI-optimized results. Use when user needs to search the internet for current information, news, or research topics.
Provide specialist medical checkup and lab-tracking evidence from local documents when `body-data-qa` or `body-cadence-review` needs medical-domain depth, or when the user…
Delegate tasks to BOI. Covers spec generation, dispatch, context wiring, and completion notification via hex-events.
Query Danish real estate data from Boliga.dk as pandas DataFrames. Use when the user asks about Danish property prices, real estate searches, market statistics, or housing…
Design new protein binders with Boltz. Use when generating protein, peptide, antibody, nanobody, or custom binder candidates for a target.
Screen existing protein binders with Boltz. Use when ranking a supplied protein, peptide, antibody, nanobody, or binder library against a target.