Reads an OpenAPI 3.0 specification and manually implements a type-safe Dart API layer using Dio for HTTP, Freezed or Equatable for models, and json_serializable for serialisation.
Convert OpenAPI 3 JSON/YAML schemas into TypeScript interfaces, type guards, and API types.
OpenAPI 3.x (JSON/YAML) 스펙을 MCP stdio 서버(Python) 코드로 자동 변환하는 스킬. 외부 REST API를 MCP tool로 빠르게 브릿지할 때 사용. 인증(Bearer, API Key, OAuth stub) 지원, endpoint별 tool 자동 생성.
Proactive OpenAPI workflow. Triggers when OpenAPI spec files are modified to validate, regenerate code, and verify builds.
When prompt, tool, or agent logic changes need regression testing → run eval benchmarks to detect regressions or improvements.
Use when working on the openclaw-finance repo — a personal Raspberry Pi service that polls SimpleFIN, triages transactions (rules → memory → LLM fallback), writes each one to a…
Use when controlling or monitoring the OpenClaw Arduino IoT device through Home Assistant at ha.yeoun.org, including PC power servo control, alarm state, motion, temperature,…
Full-featured Odoo 17/18/19 ERP connector for OpenClaw — Sales, CRM, Purchase, Inventory, Projects, HR, Fleet, Manufacturing (80+ operations, TypeScript plugin, XML-RPC…
End-to-end Parallels smoke, upgrade, and rerun workflow for OpenClaw across macOS, Windows, and Linux guests.
Run, watch, debug, and extend OpenClaw QA testing with qa-lab and qa-channel. Use when Codex needs to execute the repo-backed QA suite, inspect live QA artifacts, debug failing…
OpenClaw platform reference - plugin system, extensions, configuration, boot/provisioning, channels, models, CLI.
Investigate `pnpm test` memory growth, Vitest worker OOMs, and suspicious RSS increases in OpenClaw using the `scripts/test-parallel.mjs` heap snapshot tooling.
🚨【高危预警 / IMPORTANT WARNING】这不是工具Skill，而是系统级架构升级！部署前务必备份工作区！This is NOT a standard tool skill, but a system-level architecture upgrade! Backup workspace before deployment! 虾滑…
Delegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions.
Browse and recall OpenCode local memory stored on the user's machine: local sessions, plans, conversations, prompt history, and project context.
Run OpenCode (MiniMax) and Claude code reviews iteratively until both find no issues. Use after making changes and before committing.
Computer vision for bio-image preprocessing, feature detection, real-time microscopy. Color conversion, morphology, contour/blob detection, template matching, optical flow on…
Deploy Integration for OpenEvidence. Trigger: "openevidence deploy integration".
Reference Architecture for OpenEvidence. Trigger: "openevidence reference architecture".
OpenObserve is an open-source, cloud-native observability platform for logs, metrics, traces, and Real User Monitoring (RUM).
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…
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…
Use run_shell with inline Python as a fallback when execute_code_sandbox fails for openpyxl/spreadsheet operations
Develop plugins for OpenRCT2 - JavaScript/TypeScript scripting, game actions, UI windows, hooks, multiplayer sync
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.
Implement audit logging for OpenRouter API calls. Use when building compliance trails, debugging production issues, or tracking model usage.
Implement caching for OpenRouter API responses to reduce cost and latency. Use when optimizing repeat queries, building RAG systems, or reducing API spend.
Diagnose and fix common OpenRouter API errors. Use when encountering error codes, unexpected failures, or debugging API responses.
Configuration validation and testing utilities for OpenRouter API. Use when validating API keys, testing model availability, checking routing configuration, troubleshooting…
Create debug bundles for troubleshooting OpenRouter API issues. Use when diagnosing failures, unexpected responses, or latency problems.
Send your first OpenRouter API request and understand the response. Use when learning OpenRouter, testing setup, or verifying connectivity.
Understand and handle OpenRouter rate limits. Use when hitting 429 errors, building high-throughput systems, or implementing retry logic.
Design production architectures using OpenRouter as the LLM gateway. Use when planning system design, reviewing architecture, or scaling AI applications.
Use when diagnosing OpenSearch or Elasticsearch cluster issues - slow queries, memory pressure, shard imbalance, red/yellow health, k-NN problems, thread pool saturation, or when…
Node lifecycle management with focus on safe drain procedures, automated-vs-manual infrastructure decisions, and node failure diagnosis.
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-*…
解答与开源产品有关的深度技术问题，输出图文并茂的 Markdown 技术文章。触发条件：用户提出与开源项目（如 PostgreSQL、Redis、Kafka、Kubernetes、ClickHouse、Flink 等）相关的技术问题，并提供源码目录或 URL、deepwiki repo…
Design and plan fixes/refactoring for an OpenSpec change from confirmed reviewer findings without editing code.
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, naming conventions, error handling, performance,…
Platform-agnostic OpenTelemetry reference — signal selection (traces/metrics/logs), span design, context propagation (W3C TraceContext), sampling strategies, and OTLP exporter…
Use when adding distributed tracing, debugging missing spans, fixing W3C traceparent propagation, configuring OTLP exporters (gRPC vs HTTP), choosing sampling strategies, setting…
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…
OpenTofu is an open-source infrastructure as code tool that lets you declaratively manage cloud and on-premises resources.
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,…
Comprehensive OpenTUI skill for building terminal user interfaces. Covers the core imperative API, React reconciler, and Solid reconciler.
Build generative UI apps with OpenUI and OpenUI Lang — the token-efficient open standard for LLM-generated interfaces.
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…
Set up and improve WebF app tests with Vitest and React Testing Library. Use when the user mentions Vitest, React Testing Library, unit tests, component tests, “testing trophy”,…
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.
Operates local Kubernetes clusters with Minikube for development and testing. Use when setting up local K8s, deploying applications locally, or debugging K8s issues.
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.
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…
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…