DevOps e Infra

Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.

Uses Agent SDK to deploy 3 parallel agents for client onboarding -- workflow auditor, tech stack mapper, and strategy drafter. Real consulting workflow that produces a complete client assessment.

OSS-Fuzz provides free continuous fuzzing for open source projects. Use when setting up continuous fuzzing infrastructure or enrolling projects.

Codify a successful gstack scrape/browser flow into a permanent browser-skill on disk (scrape-specific). CARL TRIGGERS: make this a skill, skillify, turn into a skill, save this workflow, capture this pattern. SOURCE: garrytan/gstack/skillify, integrated as gs-skillify on 2026-05-29.

Escreve e revisa Dockerfiles, Compose, builds OCI/Podman/BuildKit, assinatura e hardening de contêineres. Não se aplica a manifestos K8s, para os quais deve-se usar a skill kubernetes.

Clerk for forced surrenders, threats, procedural irregularities, and lack of informed consent; use for Coercion_Duress queue.

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management. Coordinates release-manager, cicd-engineer, tester, and docs-writer agents through hierarchical topology to handle semantic versioning, changelog generation, release notes, deployment validation, and post-release monitoring. Supports multiple release strateg

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

API contract testing with Portman by Apideck. Use when generating Postman collections from OpenAPI specs, writing contract tests, variation tests, integration tests, fuzz testing, or setting up CI/CD API test pipelines. Portman converts OpenAPI 3.x specs into Postman collections with auto-generated test suites.

Comprehensive immune repertoire analysis for T-cell and B-cell receptor sequencing data. Analyze TCR/BCR repertoires to assess clonality, diversity, V(D)J gene usage, CDR3 characteristics, convergence, and predict epitope specificity. Integrate with single-cell data for clonotype-phenotype associations. Use for adaptive immune response profiling, cancer immunotherapy research, vaccine response ass

AI-driven patient-to-trial matching for precision medicine and oncology. Given a patient profile (disease, molecular alterations, stage, prior treatments), discovers and ranks clinical trials from ClinicalTrials.gov using multi-dimensional matching across molecular eligibility, clinical criteria, drug-biomarker alignment, evidence strength, and geographic feasibility. Produces a quantitative Trial

Query UniProt's REST API (post-2022 endpoint at rest.uniprot.org) for protein sequences, annotations, GO terms, cross-references, ID mappings, and proteomes. Use when fetching UniProtKB entries, navigating the JSON schema, choosing between UniProtKB/UniRef/UniParc/Proteomes resources, deciding stream vs search endpoint for batch retrieval, running ID-mapping jobs with the async pattern, handling i