Use operads to formally model hierarchical task decomposition for multi-agent systems. Covers typed composition, wiring diagrams, and the relationship to DAG-of-agents…
Expose Kubernetes and OpenShift cluster operations to MCP clients with native API-backed tools for resources, pods, events, Helm, Tekton, and diagnostics.
Run Bifrost as an OpenAI-compatible gateway so agents can route model calls across providers with failover, load balancing, caching, and governance.
Operates local Kubernetes clusters with Minikube for development and testing. Use when setting up local K8s, deploying applications locally, or debugging K8s issues.
Understand what the kernel does for your process, so system-level behaviour such as scheduling, file descriptors, and signals stops being mysterious.
Use before you shorten, compress, or rewrite the BODY of an existing SKILL.md or agent .md — the moment you are about to cut text to reduce length.
Use when the user wants to swap, trade, buy, sell, or convert tokens onchain, get a best-execution swap quote, compare a swap against DEX aggregators, or read wallet balances,…
Use when a task needs the judgment of an Ophthalmic Technician — running a pretesting workup (visual acuity, tonometry, visual fields, biometry) before an ophthalmologist's exam,…
Build Java/Gradle OPIS projects. Use when compiling Java code, creating JAR files, running Gradle tasks, or troubleshooting build issues.
Deploy and manage OPIS on Kubernetes using ArgoCD and Helm. Use when deploying services, managing Helm charts, checking pod status, or troubleshooting Kubernetes deployments.
Use when operating or verifying a specified real desktop client window, proving Tauri/Electron/native runtime source, reviewing launch commands, capturing platform-specific window…
Expert in Gravito operations and deployment. Trigger this for Docker, Fly.toml, CI/CD, or infrastructure management.
Internal — for Boundless team members only. Help developers deploy Boundless AWS infrastructure to the dev environment.
Codex deep ops-safety review of a proposed Bash command BEFORE it executes. Invoke MANUALLY (via /ops-preflight) when the ops-risk-triage hook has emitted an `ask` for an…
AUTO-INVOKE when user mentions ops, runbook, inventory, audit trail, ops repo, sysops, devops, itops, infrastructure operations, fleet management.
Apply optimistic updates with correct rollback, conflict handling, and pending cues so mutations feel instant without lying.
Diagnose and fix a slow Postgres query in the builders-stack — read its EXPLAIN plan, find the missing index or the ORM N+1, and confirm the fix.
Audits and rewrites AI agent instruction files (CLAUDE.md, GEMINI.md, .github/copilot-instructions.md) in any repo.
Використовуйте цей навик для аналізу та оптимізації кешування у Laravel/PHP-проєкті (Redis, File, Array cache).
Cloud-Kostenoptimierungsstrategien fuer Kubernetes-Workloads implementieren mit Tools wie Kubecost fuer Sichtbarkeit, Right-Sizing-Empfehlungen, horizontalem und vertikalem…
This goes through a workflow to guide AI assistants through optimizing Snowflake Cortex Agents for production readiness through systematic evaluation, improvement, and…
Optimiere Docker-Buildzeiten durch Layer-Caching, Multi-Stage-Builds, BuildKit-Funktionen und Abhaengigkeiten-zuerst-Kopiermuster. Anwendbar auf R-, Node.js- und Python-Projekte.
Cuts LLM token cost and tail latency via context trimming, provider prompt caching on stable prefixes, model tiering/routing, semantic answer caching, batch APIs, and streaming,…
Optimizes Rails application performance. Use when investigating slow endpoints, eliminating N+1 queries, implementing caching strategies, profiling with Bullet or rack-mi — from…
Eliminates wasted React re-renders by measuring first then fixing — profile with the React DevTools Profiler (flamegraph + "why did this render") and why-did-you-render to find…
Apply the Green IT "Hardware Efficiency" principle — idle resources waste 30–50% of peak power for no work, so maximize utilization and avoid idle draw.
Profile and optimize Shiny application performance using profvis, bindCache, memoise, async/promises, debounce/throttle, and ExtendedTask for long-running computations.
Optimized Next.js TypeScript best practices with modern UI/UX, focusing on performance, security, and clean architecture
TLH tax-loss harvesting optimization (OKX Edition). Triggers: 'TLH', 'tax-loss', '亏损抵扣', '省税', '优化', 'harvest', 'wash sale', 'Jumpstart'.
Configures Azure Blob Storage with lifecycle rules that auto-delete stale temp blobs and tier production data through Hot → Cool → Cold without rehydration latency.
Improve code performance without changing behavior. Use when code fails latency/throughput requirements. Covers profiling, caching, and algorithmic optimization.
Implements fast O(1) lookup patterns using HashSet, FrozenSet, and optimized Dictionary in .NET. Use when building high-performance search or membership testing operations.
Optimizing Streamlit app performance. Use when apps are slow, rerunning too often, or loading heavy content. Covers caching, fragments, and static vs dynamic widget choices.
Pricing completo de opciones europeas y americanas. 9 metodos: Black-Scholes, Binomial CRR, Trinomial, Monte Carlo (antithetic) + Longstaff-Schwartz, Bjerksund-Stensland 2002 /…
Use when when a Python package provides optional support for specialized data formats or functionality (e.
Evaluate career choices by their effect on the option set — which doors does this open, which doors does it close, what's the reversibility, how path-dependent is the future…
Review code, architecture, plans, or decisions through the lens of strategic optionality. Assesses reversibility, resilience, and future value.
Multi-regime options spread analysis engine with quantitative rigor. Features regime detection (VIX-based), GARCH volatility forecasting, drawdown-constrained Kelly position…
Use for installing, auditing, and enforcing the cooperative PK_DEV_OBJECT_LOCK runtime before editing, compiling, replacing, or testing versioned PL/SQL and other supported…
Disciplined debugging methodology. Triggers on bug reports, test failures, "debug this", "diagnose this", unexpected behavior, build failures, integration issues, or performance…
Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-vali — from…
Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-vali — from…
Configure CI/CD pipelines for OCI with Terraform and GitHub Actions. Use when setting up automated infrastructure deployments, running Terraform plans in CI, or configuring OCI…
Collect OCI instance diagnostics — serial console, cloud-init logs, metadata, and VCN flow logs — into a single debug bundle.
Deploy containers to OCI using OKE (Kubernetes) or Container Instances. Use when deploying applications to Oracle Cloud, pushing images to OCIR, or configuring OKE clusters.
Design OCI compartment hierarchies, dynamic groups, and cross-tenancy access patterns. Use when planning enterprise RBAC, setting up Instance Principal auth, or debugging policy…
Launch your first OCI compute instance with capacity retry logic. Use when creating a new compute instance, testing OCI connectivity, or hitting "Out of host capacity" errors on…
Configure multi-environment OCI workflows with config profiles and compartment-per-environment patterns.
Query OCI metrics with MQL and create monitoring alarms via the Python SDK. Use when building dashboards, querying CPU/memory/network metrics, or creating alarms.
Handle OCI API rate limits with defensive retry patterns and known limits by service. Use when automating bulk OCI operations, hitting 429 TooManyRequests errors, or building…
Standard 3-tier OCI reference architecture with VCN, subnets, gateways, load balancer, compute, and Autonomous DB.
Migrate to OCI Autonomous Database — wallet setup, mTLS, Data Pump, and python-oracledb. Use when provisioning Autonomous DB, downloading wallets, or migrating data with Data…
Safely upgrade OCI Python SDK and Terraform provider — version pinning, breaking change detection, and rollback.
Historical argumentation, evidence-based writing, and oral history methods. Covers thesis development for historical arguments, evidence selection and deployment, counterargument…
Drive the Orama Cloud CLI (the `orama` binary, project `oramacloud-cli`) to provision an account, index a data source, and run search — fully from an agent context with no…
Receive and verify Orb webhooks. Use when setting up Orb webhook handlers, debugging Orb signature verification, or handling usage-based billing events like invoice.issued,…
Orca-rs - High-performance Rust hook for Claude Code that blocks dangerous commands before execution. SIMD-accelerated, modular pack system, whitelist-first architecture.
Run persistent interactive UI debugging with clear reload vs relaunch rules and separate functional vs visual signoff.
Orchestrate creating a new module in an existing project using GitHub Copilot App canvas. Coordinates planning, implementation, testing, local run, and monitoring to integrate the…
Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit.