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使用实验性的产出物工作流启动一个新的 OpenSpec 变更。当用户想要通过结构化的分步方法创建新功能、修复或修改时使用。

Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

将变更中的增量规范同步到主规范。当用户想要使用增量规范中的更改更新主规范，而不归档该变更时使用。

验证实现是否与变更产出物匹配。当用户想要在归档前验证实现是否完整、正确且一致时使用。

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

Extend OpenTelemetry instrumentation when new functionality is added to the MCP Gateway. Use when (1) new operations/functions are added, (2) reviewing code for missing instrumentation, (3) user requests otel/telemetry additions, or (4) working with state-changing operations.

Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.

Set up and run the OpenViking MCP server for RAG capabilities. Use when users need semantic search and document Qu0026A exposed through Model Context Protocol for Claude Desktop/CLI or other MCP clients. Triggers on requests about OpenViking MCP, RAG servers, or semantic search

Core context and guardrails for OpenWork native app

Debug OpenWork sidecars, config, and audit trail

Problem-solving strategies for operator theory in functional analysis

Java backend patterns for Opik. Use when working in apps/opik-backend, designing APIs, database operations, or services.

React frontend patterns for Opik. Use when working in apps/opik-frontend, on components, state, or data fetching.

Operations and infrastructure utilities for vm0 project

Optimize environment system prompts with GEPA through prime gepa run. Use when asked to improve prompt performance without gradient training, compare baseline versus optimized prompts, run GEPA from CLI or TOML configs, or interpret GEPA outputs before deployment.

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (u003e512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA,

Analyze cloud costs, identify savings opportunities, suggest optimizations, and generate detailed cost reports for AWS, Azure, or GCP.

Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment, and optimization recommendations.\nUse when searching for yield farming opportunities, comparing DeFi protocols, or analyzing APY/APR rates.\nTrigger with phrases like \

Optimize blockchain gas costs by analyzing prices, patterns, and timing.\nUse when checking gas prices, estimating costs, or finding optimal windows.\nTrigger with phrases like \

Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing bundle size, or when asked about performance issues.

Optimize prompts for Large Language Models to reduce costs, enhance response speed, and improve output quality by simplifying wording.

This skill analyzes and optimizes SQL queries for improved performance. It identifies potential bottlenecks, suggests optimal indexes, and proposes query rewrites. Use this when the user mentions \

Compare and optimize staking rewards across validators, protocols, and blockchains with risk assessment.\nUse when analyzing staking opportunities, comparing validators, calculating staking rewards, or optimizing PoS yields.\nTrigger with phrases like \

Create optuna study creator operations. Auto-activating skill for ML Training.\nTriggers on: optuna study creator, optuna study creator\nPart of the ML Training skill category. Use when working with optuna study creator functionality. Trigger with phrases like \

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT

Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).

Creates new OrchardCore modules with proper structure, manifest, startup, and patterns. Use when the user needs to create a new module, add content parts, fields, drivers, handlers, or admin functionality.

Tests OrchardCore CMS features through browser automation. Use when the user needs to build, run, setup, or test OrchardCore functionality including admin features, content management, media library, and module testing.

Creates new OrchardCore themes with proper structure, manifest, layouts, and assets. Use when the user needs to create a new theme, customize layouts, or set up frontend assets.

Orchestration mode for implementation tasks. Manages the plan → code → review loop. Use /orchestrate u003crequirementsu003e or let /implement invoke it.

This skill should be used when orchestrating multi-agent swarms using Claude Code's TeammateTool and Task system. It applies when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or

Test coordinate parallel test execution across multiple environments and frameworks.\nUse when performing specialized testing.\nTrigger with phrases like \

Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).

Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when

Apply private modules with public re-exports pattern for clean API design. Includes conditional visibility for docs and tests. Use when creating modules, organizing mod.rs files, or before creating commits.

Guide for implementing oRPC contract-first API patterns in Dify frontend. Triggers when creating new API contracts, adding service endpoints, integrating TanStack Query with typed contracts, or migrating legacy service calls to oRPC. Use for all API layer work in web/contract

Orthogonal API Platform - Access 100+ premium APIs using the SDK, Run API, or x402 direct payment. Search, discover, and integrate APIs with simple tool calls.

Semantic search for local files. Backed by a background osgrep server with live indexing. Always use osgrep instead of grep/find.

Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

OSS-Fuzz provides free continuous fuzzing for open source projects. Use when setting up continuous fuzzing infrastructure or enrolling projects.

Syncs daily health and fitness data from Oura Ring into markdown files. Provides sleep, readiness, activity, heart rate, stress, SpO2, and workout data.

Access Oura Ring health data using the ouracli CLI tool. Use when user asks about \

Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library

Read, search, and manage Outlook emails and calendar via Microsoft Graph API. Use when the user asks about emails, inbox, Outlook, Microsoft mail, calendar events, or scheduling.

Adapt Claude Code for different use cases beyond software engineering by customizing system prompts for teaching, learning, analysis, or domain-specific workflows.

Local self-check of instructions and mask outputs (format/range/consistency) without using GT.

Manage sales engagement via Outreach API. Create sequences, manage prospects, and track activities.