OpenClaw platform reference - plugin system, extensions, configuration, boot/provisioning, channels, models, CLI.
Score 70/100
Delegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions.
Score 70/100
Computer vision for bio-image preprocessing, feature detection, real-time microscopy. Color conversion, morphology, contour/blob detection, template matching, optical flow on…
Score 70/100
Deploy Integration for OpenEvidence. Trigger: "openevidence deploy integration".
Score 70/100
Reference Architecture for OpenEvidence. Trigger: "openevidence reference architecture".
Score 70/100
OpenObserve is an open-source, cloud-native observability platform for logs, metrics, traces, and Real User Monitoring (RUM).
Score 70/100
OpenOCD skill for embedded hardware debugging. Use when configuring OpenOCD for JTAG or SWD targets, flashing firmware, connecting GDB to bare-metal targets, setting hardware…
Score 70/100
Fine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends for robot policy inference across ALOHA, DROID, and LIBERO…
Score 70/100
Develop plugins for OpenRCT2 - JavaScript/TypeScript scripting, game actions, UI windows, hooks, multiplayer sync
Score 70/100
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3.
Score 70/100
Implement audit logging for OpenRouter API calls. Use when building compliance trails, debugging production issues, or tracking model usage.
Score 70/100
Implement caching for OpenRouter API responses to reduce cost and latency. Use when optimizing repeat queries, building RAG systems, or reducing API spend.
Score 70/100
Diagnose and fix common OpenRouter API errors. Use when encountering error codes, unexpected failures, or debugging API responses.
Score 70/100
Create debug bundles for troubleshooting OpenRouter API issues. Use when diagnosing failures, unexpected responses, or latency problems.
Score 70/100
Send your first OpenRouter API request and understand the response. Use when learning OpenRouter, testing setup, or verifying connectivity.
Score 70/100
Understand and handle OpenRouter rate limits. Use when hitting 429 errors, building high-throughput systems, or implementing retry logic.
Score 70/100
Design production architectures using OpenRouter as the LLM gateway. Use when planning system design, reviewing architecture, or scaling AI applications.
Score 70/100
OpenSite UI component library patterns. Use when creating, editing, or reviewing components in @opensite/ui (opensite-ai/opensite-ui), the Semantic UI Engine, page-speed-*…
Score 70/100
Aggregates OpenTelemetry trace spans from Jaeger and Zipkin backends into unified flame graphs. Uses the OTLP gRPC exporter SDK to correlate distributed service calls across…
Score 70/100
OpenTofu is an open-source infrastructure as code tool that lets you declaratively manage cloud and on-premises resources.
Score 70/100
Python API v2 for Opentrons OT-2/Flex liquid handlers: protocols as Python files with metadata and run(); control pipettes, labware, and modules (thermocycler, heater-shaker,…
Score 70/100
Fine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous action heads, LoRA adaptation, and FiLM conditioning on LIBERO…
Score 70/100
Operates local Kubernetes clusters with Minikube for development and testing. Use when setting up local K8s, deploying applications locally, or debugging K8s issues.
Score 70/100
Audits and rewrites AI agent instruction files (CLAUDE.md, GEMINI.md, .github/copilot-instructions.md) in any repo.
Score 70/100
Optimized Next.js TypeScript best practices with modern UI/UX, focusing on performance, security, and clean architecture
Score 70/100
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.
Score 70/100
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…
Score 70/100
Collect OCI instance diagnostics — serial console, cloud-init logs, metadata, and VCN flow logs — into a single debug bundle.
Score 70/100
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.
Score 70/100
Design OCI compartment hierarchies, dynamic groups, and cross-tenancy access patterns. Use when planning enterprise RBAC, setting up Instance Principal auth, or debugging policy…
Score 70/100
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…
Score 70/100
Configure multi-environment OCI workflows with config profiles and compartment-per-environment patterns.
Score 70/100
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.
Score 70/100
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…
Score 70/100
Standard 3-tier OCI reference architecture with VCN, subnets, gateways, load balancer, compute, and Autonomous DB.
Score 70/100
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…
Score 70/100
Safely upgrade OCI Python SDK and Terraform provider — version pinning, breaking change detection, and rollback.
Score 70/100
Historical argumentation, evidence-based writing, and oral history methods. Covers thesis development for historical arguments, evidence selection and deployment, counterargument…
Score 70/100
Plan and execute large refactors with dependency-aware work packets and parallel analysis.
Score 70/100
Coordinate layered Terraform or OpenTofu stacks across environments so plan and apply runs happen in the right order with shared inputs and less drift.
Score 70/100
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.
Score 70/100
Test coordinate parallel test execution across multiple environments and frameworks. Use when performing specialized testing.
Score 70/100
Use when designing or reviewing a Salesforce Order Management (OMS) solution architecture: fulfillment workflow strategy, split-order routing design, Omnichannel Inventory (OCI)…
Score 70/100
Complete reference for the Salesforce record save order of execution: all 18 steps from DB load through commit, covering trigger placement, validation rule sequencing, Flow…
Score 70/100
AI-agent-powered lead enrichment using Sixtyfour as primary source. Takes an email (+ optional name) and returns comprehensive person + company data with funding, AI/B2B…
Score 70/100
Operating system and shell scripting troubleshooting workflow for Linux, macOS, and Windows. Covers bash scripting, system administration, debugging, and automation.
Score 70/100
Expert guidance for configuring and deploying the OpenTelemetry Collector. Use when setting up a Collector pipeline, configuring receivers, exporters, or processors, deploying a…
Score 70/100
Designs OpenTelemetry Collector pipeline configurations with receivers (otlp, prometheus, filelog), processors (batch, attributes, tail_sampling), and exporters (otlphttp, jaeger,…
Score 70/100
OpenTelemetry Transformation Language (OTTL) expert. Use when writing or debugging OTTL expressions for any OpenTelemetry Collector component that supports OTTL (processors,…
Score 70/100
Use when implementing or troubleshooting Salesforce Outbound Messages — the workflow-triggered SOAP notification mechanism that pushes record field values to an external HTTPS…
Score 70/100
Use when Salesforce must POST a webhook to a third-party endpoint after a record change — with signed payloads, retries, dead-lettering, rate limits, and idempotency.
Score 70/100
Implémentation du pattern Outbox et Saga pour garantir la cohérence transactionnelle dans les architectures microservices.
Score 70/100
Hookdeck Outpost — open-source infrastructure for sending webhooks and events to user-preferred destinations (HTTP, SQS, RabbitMQ, Pub/Sub, EventBridge, Kafka).
Score 70/100
Create offline evaluation tests for Output SDK workflows using @outputai/evals. Use when implementing test evaluators with verify(), creating dataset YAML files, building eval…
Score 70/100
Create test scenario JSON files for Output SDK workflows. Use when creating test inputs, documenting expected behaviors, or setting up workflow testing.
Score 70/100
Create .md skill files for Output framework's lazy-loaded instruction system. Use when adding skills to prompts, configuring skill loading, or debugging skill resolution.
Score 70/100
Verify Output SDK development services are running. Use when debugging workflows, starting development, encountering connection errors, services may be down, or when you see…
Score 70/100
Execute an Output SDK workflow synchronously and wait for the result. Use when running a workflow and needing immediate results, testing workflow execution, or getting the output…
Score 70/100
List Output SDK workflow execution history. Use when finding failed runs, reviewing past executions, identifying workflow IDs for debugging, filtering runs by workflow type, or…
Score 70/100
Analyze Output SDK workflow execution traces. Use when debugging a specific workflow, examining step failures, analyzing input/output data, understanding execution flow, or when…
Score 70/100