librarian
Use Librarian to fetch and search up-to-date developer documentation from GitHub and websites so answers are grounded in real docs.
Explore AI skills for development, content, data and productivity. Compare the description and repository popularity before opening a skill.
Use Librarian to fetch and search up-to-date developer documentation from GitHub and websites so answers are grounded in real docs.
Use when user mentions mystery, detective, crime, or suspense-focused narrative - provides genre conventions, clue placement, and fair play principles for mystery writing
探测用户的写作风格需求并加载对应指南。当用户提到口语化、生活化、真实感、文学性、严肃文学、纯文学、网文、爽文、快节奏、古风、武侠、古韵、极简、海明威、克制等关键词时自动激活。适用于讨论小说风格、写作文风、创作方...
Automatically reminds when important story elements (characters, plot lines, foreshadowing) haven't appeared for 10+ chapters - prevents 'disappeared character syndrome' and dropped plot threads in long-form fi...
Review code changes using Hyperlane Registry coding standards. Use when reviewing PRs, checking your own changes, or doing self-review before committing.
Review GitHub pull requests for code quality, security, and best practices. Use for automated PR feedback and approval workflows.
SBOM analysis, build pipeline forensics, and dependency verification covering package integrity, build reproducibility, and CI/CD pipeline tampering
为 Claude Code 会话提供的正式评测框架,实现了评测驱动开发(EDD)原则
JPA/Hibernate 模式,涵盖 Spring Boot 中的实体设计、关系、查询优化、事务、审计、索引、分页和连接池。
Creating components (inline/docker). Dynamic ports, retry policies, PTY patterns, IsolatedContainerVolume.
Delivers a static Hello World HTML demo page with bookmarklet. Use when user requests the hello demo, hello world demo, or demo page.
Creates Skills for Claude. Use when users request creating/updating skills, need skill structure guidance, or mention extending Claude's capabilities through custom skills.
Advanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cas...
Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support. Use when users mention webctl, browser automation, Playwright browsing, web scraping, or headless Chrome in container...
Generate guardrailed UI from natural language. Claude emits constrained JSON, skill runtime renders via Preact. Use when user provides json and requests: Dashboards with metrics, charts, tables; Admin panels; D...
Orchestrates parallel API instances, delegated sub-tasks, and multi-agent workflows with streaming and tool-enabled delegation patterns. Use for parallel analysis, multi-perspective reviews, or complex task dec...
Invokes Google Gemini models for structured outputs, multi-modal tasks, and Google-specific features. Use when users request Gemini, structured JSON output, Google API integration, or cost-effective parallel pr...
REQUIRED for all skill development. Automatically version control every skill file modification for rollback/comparison. Use after init_skill.sh, after every str_replace/create_file, and before packaging.
Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities. Use when verifying environments or troubleshooting dependencies.
Browse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists. Use for Bluesky research, user monitoring, trend analysis, feed reading, firehose s...
Generate navigable code maps for unfamiliar codebases. Use when exploring a new codebase, needing to understand project structure, or before diving into code modifications. Extracts exports/imports via AST (tre...
Specialized Preact development skill for standards-based web applications with native-first architecture and minimal dependency footprint. Use when building Preact projects, particularly those involving data vi...
Generates WAFFLES Declarations for social media posts — preemptive lists of what a post does NOT say. Use when users mention WAFFLES, ask for clarifications on their post, want to prevent misinterpretation, or...
Systematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool. Use when questions require thorough investigation, recent developments post-cutoff, synthesi...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.