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Predict protein structures using modern ML models including AlphaFold3, ESMFold, Chai-1, and Boltz-1. Use when predicting structures for novel proteins, protein complexes, or when comparing predictions across multiple methods.

Optimize job applications by tailoring resumes to job postings, generating customized cover letters, and preparing role-specific interview questions. Analyzes job descriptions to highlight relevant skills and experience. Use when users need to apply for jobs, customize resumes, or prepare for interviews.

Gere conteúdo embasado em pesquisa em escala com a plataforma de personas sintéticas da Ditto, que possui mais de 300 mil personas de IA com 92% de sobreposição com grupos focais reais. Um único estudo de 10 personas e 7 perguntas produz 7 formatos de conteúdo, como artigos de blog e comunicados de imprensa, abrangendo design de arco narrativo, otimização SEO/GEO e blocos de construção de conteúdo.

Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

End-to-end GWAS workflow from VCF to association results. Covers PLINK QC, population structure correction, and association testing for case-control or quantitative traits. Use when running genome-wide association studies.

Strategies for handling subagent failures with retry logic and escalation patterns.

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh). Supports sync/async, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, and human approval. Use for: Python integration, AI apps, agent development, RAG pipelines, automation. Triggers: python sdk, inferencesh, pip i

Orchestrates an end-to-end MeRIP-seq / m6A-seq analysis from raw FASTQ to differential m6A peak calls and metagene plots, chaining fastp adapter trimming, STAR splice-aware genome alignment (NO deduplication for non-UMI MeRIP), deepTools replicate-concordance + IP-enrichment QC, PreSeq saturation curves for cross-library peak-count comparison, exomePeak2 (transcript-aware Poisson GLM) peak calling

AI-powered analysis for predicting optimal immune checkpoint inhibitor combinations based on tumor microenvironment, biomarkers, and molecular profiling.

Use when the user wants a task done well rather than fast. Rewrites the user's rough request into a sharp prompt using kanso-prompting rules, asks targeted questions only when load-bearing detail is missing, then executes the rewritten task inline with kanso-principles loaded so any code produced follows the anti-dilution rules.

AIPPT gera PPTs personalizados a partir de modelos, restringindo o estilo com imagens de base, substituindo o conteúdo via prompts, gerando imagens por IA e empacotando-as em um PPTX.

Draft a blog post from ideas and resources. Use when users want to write a blog post, create content from research, or draft articles. Guides through research, brainstorming, outlining, and iterative drafting with version control.