发现 Skills

Enterprise AI application UX patterns including conversational interfaces, context management, challenge resolution, and professional design systems. Use when asking about 'enterprise AI UX', 'AI chat UX', 'enterprise design system', 'professional UI', 'conversation design', 'context indicators', 'challenge taxonomy', or 'AI application design'.

Operate Surge through surge-cli for diagnostics, outbound mode, policy groups, DNS flush, profile reload, and controlled state changes.

Generate high-quality, "All-Star" README files for open-source repositories. Use this skill when a user asks to create, update, or improve a README.md file for their project.

CQRS (Command Query Responsibility Segregation) patterns with MediatR for .NET Clean Architecture projects. Covers commands, queries, handlers, validation, and pipeline behaviors.

Delegate complex, multi-step codebase exploration to local Ollama models. Best for analysis, review, and understanding tasks that require reasoning across multiple files.

Synthesize OpenClaw setup and operating guides from source material (tweets, playbooks, prior guides, notes), then produce production-ready onboarding, hardening, and operations guides with consistent structure, evidence mapping, and verification steps.

AI-driven video editing pipeline for short-form content (Reels/TikTok/Shorts). Handles multi-source footage ingestion, transcription, sentence-boundary clipping, scene assembly, caption generation, and Remotion rendering. Use when editing video, creating reels, clipping footage, or building video content from raw files.

Structured decision journals from decisions and context. Use when the user needs a product workflow for decision making related to structured decision journals from decisions and context. Trigger terms: pm, decision-making, journaling, forecasting, base-rates.

4-pass AI text humanization engine. Strips 30 severity-ranked AI writing patterns, injects authentic voice with cognitive artifacts, manipulates statistical fingerprints (perplexity, burstiness, entropy), and self-verifies output quality with 8-point scoring. 6 voice modes: casual, professional, academic, creative, voice (AI agents/TTS), sdr (cold outreach).

AWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access control.

Building and training neural networks with PyTorch. Use when implementing deep learning models, training loops, data pipelines, model optimization with torch.compile, distributed training, or deploying PyTorch models.

Enables sales teams to systematically gather complete business requirements from customers through structured discovery and generate comprehensive Business Requirements Documents (BRDs). Use when asked to 'help gather requirements for a customer', 'start a business analysis session', 'create a BRD for a client', 'document business requirements', or 'create business documentation for the following'.

Cross-platform audio feedback system for task completion and user prompts. Provides non-intrusive sound notifications to improve workflow awareness.

Use when you need to apply Java exception handling best practices — including using specific exception types, managing resources with try-with-resources, securing exception messages, preserving error context via exception chaining, validating inputs early with fail-fast principles, handling thread interruption correctly, documenting exceptions with @throws, enforcing logging policy, translating exceptions at API boundaries, managing retries and idempotency, enforcing timeouts, attaching suppressed exceptions, and propagating failures in async/reactive code. This should trigger for requests such as Exception handling; Use try-with-resources in Java code; Create exception chaining in Java code; Apply fail-fast validation in Java code. Part of cursor-rules-java project

Use when you need MongoDB persistence in Quarkus — including Panache Mongo entities/repositories, document design, indexes, transactions where applicable, and error handling. This should trigger for requests such as Add MongoDB in Quarkus; Review Quarkus Mongo Panache design; Improve Mongo error handling in Quarkus services. Part of cursor-rules-java project

Use when reasoning about how an application manages its database connections: why every connection has a server-side cost, the difference between application-level pools (HikariCP, pgx pool, node-postgres Pool) and proxy-level pools (PgBouncer, Pgpool, ProxySQL), the three PgBouncer modes (session, transaction, statement) and their feature compatibility, the canonical pool-sizing math (Little's Law applied to database concurrency; Wooldridge's analyses), the failure modes (connection exhaustion, hot-loop reconnects, prepared-statement breakage under transaction pooling, idle-in-transaction leaks), and the diagnostic procedure when a workload is contending on connections instead of query work. Do NOT use for query-level performance (use query-optimization), for index design (use indexing-strategy), for read/write replica routing (use replication-patterns), or for cross-shard query coordination (use sharding-strategy).

WordPress content management via REST API for managing posts. Requires Node.js and WordPress REST API credentials.

Create or remove feature flags in the Commons application. Use when the user wants to add a new feature flag, delete a feature flag, or asks about feature flag naming conventions.

Add subtopics to the outline

Use when working with ty — running Python type checks, configuring ty.toml or pyproject.toml, suppressing diagnostics, interpreting error codes, targeting Python versions, or integrating ty with editors and CI. Covers CLI flags, configuration schema, rule severity, suppression comments, environment discovery, module resolution, and all installation methods.

Write or update changelog entries with user-focused language

Amends the commit message of a commit that is not HEAD in a non-interactive way (no editor). Use when you want to reword an older commit, link a commit to a GitHub issue (e.g. add "Fixes #123"), or otherwise change the message without launching an editor.

Masterfully integrate PrimeNG and Tailwind CSS in Angular projects. Covers installation, configuration, unstyled mode, and Passthrough configuration for full control.

Configure MCP servers including Context7 and Playwright. Use when the user asks about MCP configuration, setting up Context7, configuring Playwright MCP, or managing MCP servers for this project.