Automatically triggered when designing system architecture, planning new projects, creating implementation plans, conducting architecture reviews, or auditing existing codebases…
CLI toolkit for SAM/BAM/CRAM: sort, index, convert, filter, QC alignments. Core commands: view, sort, index, flagstat, stats, depth, markdup, merge.
Fallback pattern for executing Python code when execute_code_sandbox fails by writing to file and running via shell
Recover from execute_code_sandbox failures by writing Python scripts to files and executing via run_shell
Fallback method to execute Python code when execute_code_sandbox fails with e2b errors
Fallback pattern for executing Python code when sandbox execution fails by writing scripts to disk and running via shell
Fallback to run_shell with embedded Python when execute_code_sandbox fails due to e2b unavailability
Sandbox MCP Server 是一个隔离的代码执行环境，提供完整的文件系统操作、命令执行、 代码分析、测试运行和远程桌面能力。当你需要执行代码、操作文件、运行测试、 分析代码结构、或需要图形界面操作时使用此技能。支持 Python、Node.js、Java 等多语言环境。
Use when building a product or SaaS on top of the Tangle Sandbox SDK — provisioning sandboxes, streaming agent output to browsers via direct-connect WebSocket, issuing auth…
Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing — from…
Test a Paddle integration end-to-end using the sandbox environment, test cards, the webhook simulator, and local tunnels — without taking real money.
Redact secrets and customer-identifying data from support notes, logs, and configs (HCL/JSON/YAML/.env) before they are shared with an external AI model or pasted outside the…
Sanity CMS development guidelines for schema creation, GROQ queries, TypeScript integration, and project organization
Comprehensive ABAP development skill for SAP systems. Use when writing ABAP code, working with internal tables, structures, ABAP SQL, object-oriented programming, RAP (RESTful…
Comprehensive SAP Business Technology Platform (BTP) reference for cloud development, deployment, and operations.
Comprehensive skill for SAP Cloud Transport Management service on SAP BTP. Use when setting up transport landscapes, configuring transport nodes and routes, managing import…
SAP BTP Connectivity skill covering Destination Service, Connectivity Service, Cloud Connector, Connectivity Proxy, and Transparent Proxy for Kubernetes.
Read-only static analysis of SAP CAP Node.js code (a Pull Request, a branch comparison, or a specific file list).
Assists with SAP HANA Developer CLI (hana-cli) for database development and administration. Use when: installing hana-cli, connecting to SAP HANA databases, inspecting database…
Develops data processing pipelines, integrations, and machine learning scenarios in SAP Data Intelligence Cloud.
SAP HANA Machine Learning Python Client (hana-ml) development skill. Use when: Building ML solutions with SAP HANA's in-database machine learning using Python hana-ml library for…
Manage compute instances on SAP Converged Cloud. Covers server lifecycle, flavor selection, status transitions, and cross-service correlation with networking and storage.
Bucket implementation for Ratelimits. ALWAYS use when writing code importing \"@sapphire/ratelimits\".
After resolving any bug, save what broke, the root cause, and the fix as a CogmemAi memory so the same problem never has to be debugged twice.
Use when implementing save/load systems — ConfigFile, JSON, Resource serialization, save game architecture
Store APPLICATION patterns (architecture, procedures, conventions) in AgentDB's skills table. NOT for swarm/transient memory.
Token-efficient codebase navigation. Build a queryable knowledge graph of a repo (via graphify, running FULLY LOCAL on Ollama — no cloud LLM, no token cost) ONCE, then answer…
Inference sovereignty — transparent failover from Anthropic to local gemma4 when the cloud is slow, failing, rate-limited, or unreachable
Use when deploying to production — verifies rollback readiness, monitoring, and change communication against mission-critical criteria and produces a go/no-go decision.
CI/CD pipeline security — GitHub Actions injection, secret exposure, untrusted actions, and artifact poisoning
Docker-specific security checks — image hardening, secrets in layers, compose security, and runtime configuration
GraphQL injection, introspection abuse, query complexity attacks, and authorization bypass detection
Missing rate limiting and application-level DoS vector detection — ReDoS, query complexity, resource exhaustion
WebSocket security flaw detection — missing origin validation, authentication bypass, and message injection
Infrastructure provisioning specialist for cloud IaC (Terraform/OpenTofu/CloudFormation/Pulumi) and local development environments (Docker Compose/dev setup/env vars).
Generates a subscription-scoped Bicep stack + GitHub Actions workflows for an Azure web app, with opt-in module toggles (SQL, Storage, Observability) and the…
Build production-grade FastAPI backends with SQLModel, Dapr integration, and JWT authentication. Use when building REST APIs with Neon PostgreSQL, implementing event-driven…
Use when given a Figma file URL + node-id and asked to generate frontend scaffold code (Vue/React/Svelte) that matches an existing project's design system tokens.
Scaffolds a multi-tenant Azure app where each tenant gets its own resource group on a shared subscription, with one Bicep main.bicep driven by a single tenant parameter that…
Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions.
Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.
Scala testing with ScalaTest, MUnit, and ScalaCheck: FunSpec/FlatSpec test structure, property-based testing with forAll, mocking with MockitoSugar, Cats Effect testing with…
Scalar is an open-source API platform for publishing modern OpenAPI references and testing endpoints with a built-in API client.
Guía al usuario para publicar su app en Vercel con Supabase como backend. Invocar con `/deploy` o cuando el MVP esté completo.
Review and advise on Scaleway Kapsule managed Kubernetes cluster readiness: node pool sizing and autoscaling, CNI plugin selection (Cilium, Calico, Kilo), placement group policy…
Gate and execute Scaleway Kapsule live mutations — Kubernetes version upgrades, node pool creation/deletion/scaling, and cluster configuration changes — with mandatory PDB audit,…
Classify and route Scaleway tasks to the narrowest qualified specialist agent. Use when a user presents a Scaleway request that spans IAM, cost, Kapsule/Kubernetes, networking, or…
Run a focused preflight scan over agent and MCP repositories to catch poisoned instruction files, dangerous configs, and AI-specific supply-chain risks before merge or deployment.
Probe a model or agent stack with adversarial test suites so safety failures show up before deployment or review.
Trivy is a comprehensive open-source vulnerability scanner by Aqua Security that detects vulnerabilities in OS
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations,
Python package for single-cell data integration. Use for batch correction and integrating multiple single-cell datasets. Fast and accurate.
Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions…
Build 3D and AR apps with the SceneView SDK in Jetpack Compose, SwiftUI (iOS/macOS/visionOS via SceneViewSwift), Web (Filament.js), Flutter and React Native.
Build 3D and WebXR (AR/VR) experiences in the browser with SceneView for Web — Filament.js (WebGL2/WASM) wrapped in a Kotlin/JS DSL and a plain-JavaScript API on…
Run scheduled backups with retention rules and storage targets across PostgreSQL, MySQL, MariaDB, and MongoDB from one place.
Queue approved posts to scheduling tools (Buffer, Hypefury, Typefully, native schedulers) with platform-specific formatting, optimized posting times, media attachments, and…
Use when the user wants to schedule social media posts to Twitter/X, Instagram, LinkedIn, TikTok, YouTube, or Pinterest, including platform-specific formatting, hashtag…
Creates Azure Logic Apps on the Consumption tier for recurring HTTP triggers and lightweight Power-Automate-style flows.
A Data Warehouse and Lakehouse Schema Design Expert interviewer focused on dimensional modeling, star/snowflake schemas, analytics optimization, and modern lakehouse…