发现 Skills

Manage cloud development sandboxes with cmux. Create, sync, and access remote VMs. Includes browser automation via Chrome DevTools Protocol (CDP) for scraping, testing, and web interaction.

Long-form web-novel breakdown. Deeply analyzes a hit long-form novel's golden three chapters, character architecture, satisfaction-beat design, and pacing control. Supports two modes: - Quick analysis: analyzes the golden three chapters and the overall structure (default) - Deep analysis: dissects the entire novel chapter by chapter and outputs structured files to a specified directory Trigger phrases: /story-long-analyze, /long-story-analyze, “help me dissect this book”, “analyze the golden three chapters” To trigger deep mode: “deep analysis”, “full analysis”, “systematic analysis” or provide the path to the novel text file

Prepare for meetings with research briefs, talking points, and follow-up templates. Use when user says "prep for meeting with X", "I have a call with X tomorrow", or "meeting brief for X".

Complete guide for asyncio concurrency patterns including event loops, coroutines, tasks, futures, async context managers, and performance optimization

Expert integration patterns for Claude API and TypeScript SDK covering Messages API, streaming responses, tool use, error handling, token optimization, and production-ready implementations for building AI-powered applications

Component architecture, design patterns, state management strategies, module systems, build tools, and scalable application structure

Explain Robot Framework keywords and their arguments from library/resource/suite documentation. Use when asked how to use a keyword, what arguments it takes, or to retrieve detailed keyword docs from libdoc across one or more libraries/resources.

Test StoreConnector view-models in isolation. Covers creating view-models with `Vm.createFrom()`, testing view-model properties, testing callbacks that dispatch actions, and verifying state changes from callbacks.

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.

Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.

Automates estoppel certificate population for CRE transactions. Performs three-way cross-reference (lease vs. rent roll vs. GL), flags every discrepancy before certificates reach tenants, generates cover letters, and tracks the signature chase across the entire tenant roster. A single incorrect estoppel can derail a closing.

Use this skill for Harness CI/CD, IaCM, templates, connectors, integrations, pipelines, pull requests, APIs, feature flags, internal developer portal, and governance workflows.

Detects if MemoryGraph MCP is available and suggests installation steps when not present. First point of contact for semantic memory in Claude Code.

1. **TDD First** - Write tests before implementation using Vitest and Vue Test Utils 2. **Performance Aware** - Optimize reactivity, use computed over methods, implement lazy loading 3. **Type Safe..."

Parse .mpx/SPEC.md by spawning mpx-spec-analyzer. Regenerates ROADMAP.md and phase CHECKLIST.md files.

Use when creating, applying, or validating overlay files including x-speakeasy extensions. Covers overlay syntax, JSONPath targeting, retries, pagination, naming, grouping, open enums, global headers, custom security. Triggers on "create overlay", "apply overlay", "overlay file", "x-speakeasy", "add extension", "configure retries", "add pagination", "overlay for retries".

Create original, authentic front-end interfaces with high design quality. Use this skill when a user asks to build web components, pages, artifacts, posters, or applications (websites, landing pages, dashboards, React components, HTML/CSS layouts, or styling/beautifying web UIs). Avoid generic “AI-generated” aesthetics and produce creative, refined code and UI designs.

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

Convert Markdown files to professionally styled PDF documents with full support for Mermaid diagrams, LaTeX/KaTeX math equations, tables, syntax-highlighted code blocks, and all standard Markdown features. Use this skill whenever the user wants to convert a .md file to .pdf, generate a PDF report from Markdown, or produce print-ready documents from Markdown sources containing diagrams, math, or complex formatting. Trigger phrases include: "convert markdown to pdf", "make a pdf from this md", "render this markdown", "export markdown as pdf", "markdown to pdf with diagrams", "pdf from markdown with equations", "generate a pdf report", "how do I export markdown as PDF", "convert my notes to PDF", "can you make a PDF from this markdown".

Web content fetching and URL retrieval via curl and WebFetch — replaces the Fetch MCP server (fetch_html, fetch_json, fetch_markdown, fetch_txt). Covers HTTP GET/POST requests, JSON API consumption with jq, HTML retrieval, markdown conversion, plain text extraction, authenticated requests, redirects, cookies, and timeouts. Trigger phrases: "fetch this URL", "get the page content", "download HTML", "call this API", "curl this endpoint", "grab the JSON", "fetch markdown from", "retrieve web content", "hit this endpoint", "scrape this page", "read this URL", "pull data from API", "make an HTTP request". Use this skill when the user provides a URL and wants its content, when consuming REST APIs, or when extracting readable content from web pages.

Create distinctive, production-grade frontends by composing design dimensions and tech-specific implementations

Define test cases BEFORE implementation, ensuring every API, business rule, and user journey has verifiable acceptance criteria during PRD v0.7 Build Execution. Triggers on requests to define tests, plan test coverage, create test cases, or when user asks 'define tests', 'test planning', 'what to test?', 'test cases', 'test coverage', 'TEST-', 'test-first'. Consumes EPIC- (scope), API-, DBT-, BR-, UJ-. Outputs TEST- entries with Given-When-Then format. Feeds v0.7 Implementation Loop.