发现 Skills

PR lifecycle management - create PRs with proper commits, merge with validation, and manage PR comments

Build and deploy AI agents using VM0's agent-native infrastructure. This skill guides you through the complete agent creation workflow - from understanding requirements to deployment and scheduling.

Analyzes unstaged changes, stages them, groups logically, commits with conventional commits format, and pushes.

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

Karpathy's LLM Wiki — build and maintain a persistent, interlinked markdown knowledge base with human feedback loop. Ingest sources, query compiled knowledge, lint for consistency, and process audit feedback.

Detects use-after-free vulnerabilities by identifying pointer dereferences that occur after memory has been deallocated. Use this when analyzing memory management and cleanup code or investigating dangling-pointer issues.

Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.

Analyze raw prompts, identify user intent and gaps, match ECC components (skills/commands/agents/hooks), and produce a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. TRIGGER when the user asks to optimize or improve a prompt with phrases such as "optimize prompt", "improve my prompt", "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also trigger when the user provides equivalent requests in Chinese (i.e., Chinese-language requests that mean "optimize prompt" or similar). DO NOT TRIGGER when the user wants the task executed directly or uses commands like "just do it"; similarly do not trigger for direct code or performance optimization requests such as "optimize performance" or "optimize this code" — those are refactoring/performance tasks, not prompt optimization.

Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "compile paper", "build PDF", "generate PDF", "compile LaTeX", or wants to compile LaTeX into a submission-ready PDF.

Builds and manages open source Python library communities including CONTRIBUTING.md, CODE_OF_CONDUCT.md, issue/PR templates, contributor recognition, and GitHub automation. Use when setting up community infrastructure, improving contributor experience, or managing project governance.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Guide for building WebXR worlds on the XRift platform. Covers React Three Fiber + Rapier physics engine + @xrift/world-components API hooks, components, code templates, and type definitions.

Add or update supported language, framework, library, tool, or platform icons in Socialify. Use when a request involves adding a new icon/logo, mapping a display name to a Simple Icons entry or a custom icon, and updating the language options list used in the UI.

Group slices into risk-optimized phases with timeline generation

Processes DOCX files containing tracked changes and comments, synthesizes all edits, and produces clean final documents. Use when processing Word documents with track changes, reviewer comments, collaborative edits, or markup. Activates when DOCX file with edits is provided via attached file, uploaded document, or file path.

Security review checklist (based on ECC security-review)

14 data visualization skills (algorithm-visualizer, bokeh-visualization, chart-image-generator, color-accessibility...). Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.

PDF Chinese translation plugin for Zotero reference manager

Build a 2+ level taxonomy (`outline/taxonomy.yml`) from a core paper set and scope constraints, with short descriptions per node. **Trigger**: taxonomy, taxonomy builder, 分类, 主题树, taxonomy.yml. **Use when**: survey/snapshot 的结构阶段（NO PROSE），已有 `papers/core_set.csv`，需要生成可映射且读者友好的主题结构。 **Skip if**: 已经有批准过且可映射的 taxonomy（不要无意义重构）。 **Network**: none. **Guardrail**: 避免泛化占位桶；保持 2+ 层且每节点有具体描述。

A minimal example tool.

Use when implementation complete and tests pass - closes bd epic, presents integration options (merge/PR/keep/discard), executes choice

Use before claiming work complete, fixed, or passing - requires running verification commands and confirming output; evidence before assertions always

扫描目录识别所有类型发票（交通、住宿、餐饮等），提取关键信息并生成分类统计报告

Guide users through creating new Claude Code Skills with proper structure, validation, and best practices