发现 Skills

SWOT strategic analysis examining Strengths, Weaknesses, Opportunities, and Threats. Use for strategic planning, competitive analysis, career decisions, or evaluating opportunities.

WRAP decision framework countering the four villains—narrow framing, confirmation bias, short-term emotion, and overconfidence. Use for major decisions or when stuck between options.

Plan and (when feasible) implement or execute user acceptance tests (UAT) / end-to-end acceptance scenarios. Converts requirements or user stories into acceptance criteria, test cases, test data, and a sign-off checklist; suggests automation (Playwright/Cypress for web, golden/snapshot tests for CLIs/APIs). Use when validating user-visible behavior for a release, or mapping requirements to acceptance coverage.

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

LiteLLM proxy server setup, TypeScript client patterns via OpenAI SDK, model routing, fallbacks, load balancing, spend tracking, virtual keys, and production deployment

Generate API documentation in OpenAPI/Swagger, Markdown, or Postman Collection formats. Use when documenting REST APIs, GraphQL schemas, or creating client code examples.

Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".

Extract, suggest, and sync tags and categories for blog posts across all major CMS platforms. Supports WordPress REST API, Shopify GraphQL, Ghost Content API, Strapi REST/GraphQL, and Sanity GROQ. Generates tag suggestions from content analysis (keyword frequency, heading extraction, semantic grouping), enforces minimum post-count thresholds to prevent thin tag archives, and syncs taxonomy via authenticated API calls. Use when user says "tags", "categories", "taxonomy", "tag suggestions", "sync tags", "WordPress tags", "Shopify tags".

Structured discovery process for starting new work. Aligns on goals, success criteria, and key design decisions through a two-phase interview: goal clarification then systematic resolution of design questions with options, tradeoffs and recommendations. Use when kicking off a new project or feature.

Use when CONFIGURING an existing SDK - NOT for initial generation. Covers gen.yaml configuration for all languages: TypeScript, Python, Go, Java, C#, PHP, Ruby. Also covers runtime overrides (retries, timeouts, server selection) in application code. Triggers on configure SDK, gen.yaml, SDK options, SDK config, SDK configuration, runtime override, SDK client config, override timeout, per-call config. For NEW SDK generation, use start-new-sdk-project instead.

Use this skill when performing exploratory data analysis, statistical testing, data visualization, or building predictive models. Triggers on EDA, pandas, matplotlib, seaborn, hypothesis testing, A/B test analysis, correlation, regression, feature engineering, and any task requiring data analysis or statistical inference.

Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful.

Deploy applications to Vercel. Use when the user says "deploy", "deploy to Vercel", "push to production", "deploy my app", or "go live".

Configure deployment files with a common baseline file plus environment override files. Use when setting up or adjusting Makefile-first deployment for test/prod/custom environments and non-default SSH/SCP ports.

管理钉钉云文档中的文档、文件夹和内容。当用户想要创建文档、搜索文档、读取或写入文档内容、创建文件夹整理文档时使用。也适用于用户提到云文档、在线文档、钉钉文档、钉文档等关键词的场景。不要在用户需要操作多维表、管理日程、发消息或处理审批流时触发。

Core DSPy framework guidance — signatures, modules, programs, compilation, and testing. Use when creating DSPy signatures, building modules, compiling programs, or learning DSPy fundamentals.

DSPy optimization workflows — teleprompters, metrics, evaluation, and compilation strategies. Use when optimizing DSPy programs with BootstrapFewShot, MIPROv2, or custom metrics.

Local ecu.test knowledge base (multi-version). Prefer RST sources when shipped; otherwise use Sphinx HTML + Templates\ApiClient for accurate API answers and Python code generation.

Effect v4 implementation and migration guidance for current Effect APIs. Use when writing or reviewing code that depends on Effect v4, migrating v3-style APIs (Context.Tag, Effect.Service, FiberRef, catchAll/catchSome, fork/forkDaemon), debugging service/layer wiring, or validating compatibility with effect-smol/effect@4.0.0-beta.x.

Use when types change as code executes. Use when arrays are built incrementally. Use when working with any[] that narrows.

Use when creating custom exceptions. Use when error handling feels chaotic. Use when catch blocks are too broad or too specific.

Use when extracting or generating an OpenAPI spec from existing API code. Triggers on "extract OpenAPI", "code first", "generate spec from code", "FastAPI OpenAPI", "Spring Boot OpenAPI", "NestJS swagger", "Django OpenAPI", "Flask OpenAPI", "Rails swagger", "Laravel OpenAPI", "existing API code"

Segmenting home networks into VLANs for IoT, guest, trusted, and server traffic using UniFi, pfSense/OPNsense, and MikroTik — including switch trunk config, firewall rules, and wireless SSID mapping.

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.