Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

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Adapt and debug existing or new models for vLLM on Ascend NPU. Implement in /vllm-workspace/vllm and /vllm-workspace/vllm-ascend, validate via direct vllm serve from /workspace, and deliver one signed commit in the current repo.

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Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.

Configures Laravel Nightwatch data collection, sampling rates, filtering rules, and redaction policies. Use when setting up Nightwatch, managing data volume, protecting sensitive data (PII), or optimizing event collection for production workloads.

Direnv environment management for automatic per-project shell configuration. Use when setting up .envrc files, configuring project-specific environment variables, or integrating direnv with development tools like nix, asdf, pyenv, or nvm.

Systematic web application debugging using Chrome DevTools MCP and Playwright MCP with intelligent validation and app-specific context discovery. Use for debugging web apps, APIs, authentication flows, and UI issues.

Apply when creating or editing INFO, SPEC, IMPL, TEST, FIX documents, or STRUT plans

Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)

Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.

Guide REPL-driven development workflow for Clojure projects. The foundational approach is "tiny steps with high quality rich feedback" — rapid iteration with immediate validation before committing cod

Personal assistant operating routines (brief, inbox digest, auth health, daily planning, lightweight heartbeat alerts) with low token overhead.

Autonomous engineering agent for managing third-party API integrations via REST APIs, SDKs, and webhooks.

Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.

在编写、更新、维护 roadmap.md 的时候触发

Comprehensive skill for manipulating Microsoft PowerPoint presentations using Aspose.Slides.NET library with modern C# patterns

Build Keynote-style single-file HTML slide decks with brand-ready templates, minimal navigation, and Gemini nano banana media generation. Includes Narrative Engine integration for framework-driven deck creation with 17 proven storytelling structures and 5-agent review panel. Use when creating or editing slide decks, transforming content into presentations, or generating slide visuals.

Update existing content with fresh information and improvements.

Expert in content strategy, SEO-driven storytelling, and developer advocacy. Bridges the gap between technical products and market adoption. Use when creating marketing content, developing content strategy, writing blog posts, or planning developer outreach.

Implement ACP checkout as an MCP server, exposing checkout operations as MCP tools. Use when building an MCP-based commerce server for AI agents that use tool-calling to complete purchases.

Creates feature dashboards in Hex Threads. Given a feature name (and optionally a PRD, Figma link, or context), discovers events, builds a metric spec, gets human approval, and instructs Hex to build charts using business context. Hex writes its own SQL — Claude provides context, table/event names, and exact segmentation logic. Use when someone asks to create, build, or generate a feature dashboard.

Scan lyrics for pronunciation risks, prevent Suno mispronunciations

Generate OrcaFlex models from templates using component assembly with

Use when evaluating business documents for structural integrity and persuasive logic.

Interactive setup guide for Sonos Last.fm Scrobbler — installs the package, configures Last.fm credentials, and sets up a persistent daemon on Linux, macOS, or Windows so your Sonos speakers automatically scrobble to Last.fm.

Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility. Use when the user asks about Rspack, needs to configure Rspack, optimize build performance, or migrate from Webpack.

Detects performance bottlenecks in Godot projects including expensive _process functions, get_node() calls in loops, instantiations in _process, and provides optimization suggestions with Godot profiler integration

Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.

Use AgentPMT external API to run the Google Meet tool with wallet signatures, credits purchase, or credits earned from jobs.

Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.

[COMMUNITY] Generate French public procurement documentation aligned with code de la commande publique, UGAP catalogue, and DINUM digital standards

PolicyEngine aggregation patterns - using adds attribute and add() function for summing variables across entities

Ticket history, requester context

'Guidez la création de contenu de modèle de cas d’utilisation pour le référentiel de plans directeurs Adobe Experience Platform. Utilisez cette compétence lors de l’ajout d’un nouveau modèle de cas d’utilisation, de la création de contenu de guide d’implémentation ou lorsque l’utilisateur mentionne l’ajout de modèles au site de plans directeurs. Gère l’ensemble du workflow : collecte des informations de modèle, génération du fichier Markdown avec la structure de modèle appropriée et mise à jour de toutes les pages de référence croisée (TOC.md, overview.md).'

Senior PHP Laravel code reviewer. Use when reviewing pull requests, examining code changes vs master branch, or when the user asks for a code review. Read-only review — never modifies code.

How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

Advanced GitHub CLI workflows for PR review, CI/CD debugging, Actions management, API queries, and code search. Use when the user needs to review PRs, debug failing checks, manage workflows, search across repos, or make complex gh API calls. Not needed for basic gh commands the agent already knows.

Create MADR-format Architecture Decision Record. Use when recording an architectural decision, documenting a technical choice, or creating an ADR.

Set up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.

Save and restore cross-session state for coding work. Use when ending a session, switching tasks, or resuming work later and you want a concise “where we left off” handoff.

Create a simple PR from staged changes with an auto-generated commit message

.claude/skills/api-versioning/SKILL.md

Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.

Game design principles. GDD structure, balancing, player psychology,

Use when expanding a README-based dApp description into a full specification with user stories and acceptance criteria.

autocli

Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets management, CI/CD integration. NOT for Pulumi, CDK, Ansible,

**Owner:** QA

不安全代码与 FFI 专家。处理 unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior, UB, 安全抽象, 裸指针, 外部函数接口, 内存布局, 未定义行为