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…
Optimize PostgreSQL performance, serverless connection pooling, ephemeral database branching, EXPLAIN ANALYZE execution plan tuning, and zero-downtime migrations.
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…
Write or audit a Trust Centre page that answers the 8 questions European buyers ask before they buy: GDPR compliance, data storage, residency, DPA, subprocessors, data collection…
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,…
Implement features or behavior-preserving refactors with the smallest complete change; route reported defects to orc-bugfix.
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.
Skill for creating and managing AI Templates in Orchard Core. Covers template creation via admin UI, markdown files, recipes, deployment steps, template sources (SystemMessage,…
Tests OrchardCore CMS features through browser automation. Use when the user needs to build, run, setup, or test OrchardCore functionality including admin features, content…
Retrofits dbt Slim CI onto an existing Orchestra production dbt pipeline using latest_production, state:modified+, and --defer, with GitHub Actions run-pipeline as the primary CI…
Designing the agent itself for an Orchestrate-style challenge — real agent loops versus hardcoded workflows, tool boundaries, prompt structure, and the design decisions a judge…
Plan and execute large refactors with dependency-aware work packets and parallel analysis.
Forma C O3: one Task subagent per PLAN step (sdd-develop contract); parent never writes app code. Updates CONTINUITY; handoff to code-review.
Turn a user goal into a planned multi-agent task DAG, execute independent tasks in parallel, and trace the run from a TypeScript backend.
Orchestrate end-to-end machine learning pipelines using Prefect or Airflow with DAG construction, task dependencies, retry logic, scheduling, monitoring, and integration with…
Coordinate layered Terraform or OpenTofu stacks across environments so plan and apply runs happen in the right order with shared inputs and less drift.
Start one supervisor for a repository, fan work out across isolated worktrees, and route CI failures or review comments back to the right agent automatically.
Use when an idea, initiative, architecture change, roadmap item, epic, or vague product request needs to become a coherent pipeline of value stream, capability, feature, story,…
Routes Azure web app work (scaffold, deploy, troubleshoot, evolve) to the right Azure Lean Stack sub-skill.
Test coordinate parallel test execution across multiple environments and frameworks. Use when performing specialized testing.
Fix orchestration elements with EWI issues using test-file workbench. Scoped to elements assigned to the current phase.
Generate AAA orchestration tests (isolated or grouped) for ETL-to-Snowflake elements. Scoped to elements assigned to the current phase in ROADMAP.md.
Use when when building a multi-backend visualization library where users specify both a plot type (spectrum, chromatogram, peakmap) and a backend (matplotlib for static output,…
Design O-Agent systems for multi-agent fleet management. Use when building orchestrator agents, designing multi-agent architectures, or creating unified interfaces for agent fleet…
wipnote orchestration patterns for AI-assisted development. Use when working on code in an wipnote project — provides delegation patterns, model selection, quality gates, and work…
Coordinate large, long-running, parallel, architecture-sequenced, or isolated-worktree tasks with a cost-conscious orchestrator/executor model.