发现 Skills

Practical guide to reduce token consumption, lower AI costs, and improve Claude Code performance through file organization, context management, and strategic model selection. Backed by real experiment data. Use when user mentions "optimize tokens", "reduce costs", "Claude is slow", "too many tokens", "token budget", "context window full", "organize codebase for AI", or "reduce token consumption". Do NOT use for general coding questions, debugging, or performance optimization unrelated to AI token usage.

Scientific research and analysis skills

name: rest-api-endpoint-generator description: Generates REST endpoints for Java/Spring Boot: controllers, request/response records, HTTP semantics. Use when adding or refactoring REST resources.

Analyze tooling overlap and optimization opportunities in AI-assisted development projects. Use when: (1) auditing project tooling ecosystem, (2) identifying duplicate or redundant tools, (3) finding consolidation opportunities, (4) generating tooling health reports. Triggers: "analyze tools", "tool overlap", "tooling audit", "redundant skills", "consolidate commands"

Analyzes project requirements to identify missing skills and automatically creates them. Enforces MCP Code Execution pattern for skills that use external tools. This skill should be used when starting a new project to ensure all required skills exist.

Expert-level Verilog and SystemVerilog knowledge following the IEEE 1800 standard. Generates synthesizable RTL code using synthesis-friendly coding styles and constructs.

Recognize and describe images using the minimax CLI

Used when users need to conduct a systematic review/literature review/related work/literature research: AI self-defined search terms, multi-source retrieval → deduplication → AI reads and scores each piece (1-10 points for semantic relevance and sub-topic grouping) → select documents based on high score priority ratio → automatically generate 'review' word count budget (70% cited sections + 30% uncited sections, three samples for average) → senior domain experts write freely (fixed abstract/introduction/sub-topics/discussion/prospects/conclusion), retaining strict checks on the number of words and references, forcing export to PDF and Word. Supports multilingual translation and intelligent compilation (en/zh/ja/de/fr/es).

A financial research skill focused on equities, industries, and macroeconomics that combines structured financial data (OpenBB/AkShare) with multi-source information verification to produce research reports with citations and a disclaimer.

Expert guidance for Playwright end-to-end testing with TypeScript and JavaScript best practices

Analyze spreads, over/unders, prop bets. Historical trends, situational stats, value bet identification. For entertainment/education only.

AI-powered PDF generator for legal docs, pitch decks, and reports. SAFEs, NDAs, term sheets, whitepapers. npx ai-pdf-builder. Works with Claude, Cursor, GPT, Copilot.

Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with a plugin system and hooks for event-driven workflows. Prevents 14 documented failure modes. Use when: building coding agents, SRE systems, security auditors, or troubleshooting issues such as CLI-not-found errors, structured-output validation failures, session forking errors, MCP configuration problems, or subagent cleanup.

Access 1,200+ AI agent tools via the Model Context Protocol (MCP)

Build document Q&A and searchable knowledge bases with Google Gemini File Search - fully managed RAG with automatic chunking, embeddings, and citations. Upload 100+ file formats (PDF, Word, Excel, code), configure semantic search, and query with natural language. Use when: building document Q&A systems, creating searchable knowledge bases, implementing semantic search without managing embeddings, indexing large document collections (100+ formats), or troubleshooting document immutability errors (delete+re-upload required), storage quota issues (3x input size for embeddings), chunking configuration (500 tokens/chunk recommended), metadata limits (20 key-value pairs max), indexing cost surprises ($0.15/1M tokens one-time), operation polling timeouts (wait for done: true), force delete errors, or model compatibility (Gemini 2.5 Pro/Flash only).

Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning

Document processing. Use when processing a document or file. Use SkillSearch('documents') to find docs.

Generate Excalidraw diagrams from text content. Supports three output modes - Obsidian (.md), Standard (.excalidraw), and Animated (.excalidraw with animation order). Triggers on "Excalidraw", "drawing", "flowchart", "mind map", "visualization", "diagram", "standard Excalidraw", "standard excalidraw", "Excalidraw animation", "animated chart", "animate".

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says write copy for, improve this copy, rewrite this page, marketing copy, headline help, CTA copy, value proposition, tagline, subheadline, hero section copy, above the fold, this copy is weak, make this more compelling, or help me describe my product. Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see email-sequence. For popup copy, see popup-cro. For editing existing copy, see copy-editing.

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.

YouTube video intelligent clipping tool. Download videos and subtitles, AI analyzes to generate detailed chapters (at the minute level), automatically clip after user selection, translate subtitles into bilingual (Chinese and English), burn subtitles onto the video, and generate summary text. Use cases: when users need to clip YouTube videos, generate short video segments, or create bilingual subtitle versions. Keywords: video clipping, YouTube, subtitle translation, bilingual subtitles, video download, clip video

Advanced OpenClaw skill creation handler that executes the official 5-step research flow with comprehensive analysis and best practices. Ensures proper methodology when users request to create or modify OpenClaw/Moltbot/ClawDBot skills following official standards.

AI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional correctness, accessibility, responsive layout, and UX heuristics. Use when the user asks to test UI changes, QA a pull request, audit accessibility, or run exploratory testing. Supports local browser (localhost) and remote Browserbase (deployed sites).

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions 'email sequence', 'drip campaign', 'nurture sequence', 'onboarding emails', 'welcome sequence', 're-engagement emails', 'email automation', 'lifecycle emails', 'trigger-based emails', 'email funnel', 'email workflow', 'what emails should I send', 'welcome series', or 'email cadence.' Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding-cro.