文件操作
文件系统与批量文件任务
bio-causal-genomics-fine-mapping
GPTomics
Identify likely causal variants within GWAS loci using SuSiE for sum of single effects regression and FINEMAP for shotgun stochastic search. Computes posterior inclusion probabilities and credible sets to prioritize variants for functional follow-up. Use when narrowing GWAS association signals to candidate causal variants or building credible sets for functional validation.
tavily-crawl
tavily-ai
Crawl websites and extract content from multiple pages via the Tavily CLI. Use this skill when the user wants to crawl a site, download documentation, extract an entire docs section, bulk-extract pages, save a site as local markdown files, or says "crawl", "get all the pages", "download the docs", "extract everything under /docs", "bulk extract", or needs content from many pages on the same domain. Supports depth/breadth control, path filtering, semantic instructions, and saving each page as a local markdown file.
tavily-research
tavily-ai
Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says "research", "investigate", "analyze in depth", "compare X vs Y", "what does the market look like for", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.
tavily-search
tavily-ai
Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says "search for", "find me", "look up", "what's the latest on", "find articles about", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.
tavily-best-practices
tavily-ai
"Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents."
search
tavily-ai
"Search the web using Tavily's LLM-optimized search API. Returns relevant results with content snippets, scores, and metadata. Use when you need to find web content on any topic without writing code."
dashboard-create-screen
Automattic
Create a new screen in the Multi-site Dashboard with automatic route registration
aws-sdk-java-v2-s3
giuseppe-trisciuoglio
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific configurations.
chunking-strategy
giuseppe-trisciuoglio
Provides optimal chunking strategies in RAG systems and document processing pipelines. Use when building retrieval-augmented generation systems, vector databases, or processing large documents that require breaking into semantically meaningful segments for embeddings and search.
too-long-skill
pproenca
This skill has more than 500 lines which should fail validation.
missing-references
pproenca
This skill references rules that do not have corresponding files in the references directory.
elixir-essentials
j-morgan6
MANDATORY for ALL Elixir code changes. Invoke before writing any .ex or .exs file.
stacks-marketing-directory-submissions
stacksjs
Use when the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Covers marketing planning and its Stacks implementation.
stacks-logging
stacksjs
Use when implementing logging in Stacks - the log facade (info, error, warn, debug, success), dump/dd debugging, timing functions, file-based logging, or log configuration. Covers @stacksjs/logging and config/logging.ts.
stacks-marketing-copy-editing
stacksjs
Use when the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Covers marketing planning and its Stacks implementation.
ecto-essentials
j-morgan6
MANDATORY for ALL database work. Invoke before modifying schemas, queries, or migrations.
symfony:symfony-messenger
MakFly
Implement resilient Symfony async workflows with idempotency, retries, and operational visibility. Use for symfony messenger tasks.
standards
boshu2
'Language-specific coding standards and validation rules. Provides Python, Go, Rust, TypeScript, Shell, YAML, JSON, and Markdown standards. Auto-loaded by /vibe, /implement, /doc, /bug-hunt, /complexity based on file types.'
converter
boshu2
'Cross-platform skill converter. Parse AgentOps skills into a universal bundle format, then convert to target platforms (Codex, Cursor). Triggers: convert, converter, convert skill, export skill, cross-platform.'
symfony:symfony-scheduler
MakFly
Implement resilient Symfony async workflows with idempotency, retries, and operational visibility. Use for symfony scheduler tasks.
plan
boshu2
'Epic decomposition into trackable issues. Triggers: "create a plan", "plan implementation", "break down into tasks", "decompose into features", "create beads issues from research", "what issues should we create", "plan out the work".'
bug-hunt
boshu2
'Investigate suspected bugs with git archaeology and root cause analysis. Triggers: "bug", "broken", "doesn''t work", "failing", "investigate bug", "debug", "find the bug", "troubleshoot".'
product
boshu2
'Interactive PRODUCT.md generation. Interviews you about mission, personas, value props, and competitive landscape, then generates a filled-in PRODUCT.md. Triggers: "product", "create product doc", "product definition", "who is this for".'
heal-skill
boshu2
'Automated skill maintenance. Detects and fixes common skill issues: missing frontmatter, name mismatches, unlinked references, empty directories, dead references. Triggers: "heal-skill", "heal skill", "fix skills", "skill maintenance", "repair skills".'