发现 Skills

Real-time X/Twitter intelligence - analyze accounts, track topics, and monitor keywords using live data. Use when you need current social media insights, competitor monitoring, or audience research.

Export OpenCode session histories for a specific project directory and time range into separate files. Use when users ask to collect all chat logs/messages for a repo path, back up sessions for audits, or convert sessions to readable Markdown transcripts instead of raw JSON.

Interact with ClickUp tasks and documents — get task details, view comments, create and manage tasks, and create and edit docs. Use this when working with ClickUp task or document URLs or IDs.

This skill should be used when the user asks to 'use marimo', 'create a marimo notebook', 'debug a marimo notebook', 'inspect cells', 'understand reactive execution', 'fix marimo errors', 'convert from jupyter to marimo', or works with marimo reactive Python notebooks.

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace.

Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.

Patterns for autonomous project execution with minimal human intervention. Use this skill when executing well-defined tasks autonomously, including validation strategies, stop conditions, and quality gates.

Comprehensive UX analysis using cognitive psychology, ADHD-friendly design, Gestalt principles, and flow state engineering. Specializes in friction audits, user journey simulation, cognitive load optimization, and Fitts' Law application. Activate on "analyze UX", "friction audit", "user journey", "ADHD-friendly", "optimize flow", "reduce cognitive load", "UX audit", "conversion optimization". NOT for visual design execution (use web-design-expert), A/B testing implementation (use frontend-developer), or accessibility compliance auditing (use accessibility-auditor).

This skill should be used when creating distinctive, production-grade frontend interfaces with high design quality. It applies when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Initiates HTTP network requests, supporting GET, POST, PUT, DELETE, and PATCH methods. Use when you need to call an API, retrieve web page content, or send data to a server.

Structured requirement gathering through Socratic questioning with mathematical ambiguity scoring. Gates execution behind a 20% ambiguity threshold to prevent expensive work on underspecified tasks.

Provides guidance on new System.Text.Json APIs introduced in .NET 11. It covers typed JsonTypeInfo access via GetTypeInfo<T> and TryGetTypeInfo<T> on JsonSerializerOptions, and the new JsonNamingPolicy.PascalCase static property. Use when serializing or deserializing JSON in .NET 11 applications and needing typed metadata access or PascalCase property naming.

Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).

Step-by-step tutorial for adding new CUDA kernels to FlashInfer

Expert prompt engineering and music generation with Suno AI v4.5+ for professional-quality songs across all genres with advanced composition techniques

Provides WordPress theme development patterns using the Sage (roots/sage) framework. Use when creating, modifying, or debugging WordPress themes with Sage, including: (1) creating new Sage themes from scratch, (2) setting up Blade templates and components, (3) configuring build tools (Vite, Bud), (4) working with WordPress theme templates and hierarchy, (5) integrating Advanced Custom Fields (ACF), and (6) managing theme customization and assets.

Vue Material Component Framework. ALWAYS use when writing code importing "vuetify". Consult for debugging, best practices, or modifying vuetify.

A team of fate-interpretation experts. Multi-system metaphysical fate analysis (Bazi and Five Elements, Zi Wei Dou Shu, Western astrology, Vedic astrology). Trigger words: fortune telling, fortune, destiny analysis, Bazi, Zi Wei, natal chart, Vedic, annual fortune, liunian (annual cycle), dayun (major luck cycle), career luck, wealth luck, relationship luck, health luck, fate profile, birth chart, fortune, horoscope, astrology, vedic, jyotish.

Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns. Invoke for service boundaries, DDD, saga patterns, event sourcing, service mesh, distributed tracing.

Use when building Python 3.11+ applications that require type safety, async programming, or production-grade patterns. Invoke it to generate type hints, pytest setups, async/await guidance, dataclasses (including frozen models), and mypy configurations.

Incident Runbook for OpenEvidence. Trigger: "openevidence incident runbook".

PDF generation toolkit. Create invoices, reports, certificates, forms, charts, tables, barcodes, QR codes, Canvas/Platypus APIs, for professional document automation.

Search and retrieve preprints from arXiv via the Atom API. Use this skill when searching for papers in physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, or economics by keywords, authors, arXiv IDs, date ranges, or categories.

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.