Rankings
Ranked shortlists for choosing agent skills faster.
Use rankings when you already know the decision lens: quality, adoption, freshness, new arrivals, or a specific agent workflow.
Recommended
Highest quality
Skills with the strongest blend of adoption, freshness, metadata quality, and agent usage signals.
Top skills
GitHub adoption
Most starred
The highest-starred skill candidates in OpenAgentSkill, filtered to avoid MCP protocol-server projects.
Top skills
Freshness
Recently updated
High-signal skills that have recent GitHub activity and are worth checking for actively maintained workflows.
Top skills
Launch batch
New this week
Freshly indexed skills from the latest OpenAgentSkill import runs, useful for spotting new additions early.
Top skills
Agent telemetry
Proven usage
Skills with reported agent calls and success signals, ranked by real usage when feedback data is available.
Top skills
Workflow rankings
Best skills by use case
Collect structured data
Web scraping
Find skills for crawling websites, extracting structured data, monitoring pages, and turning messy web content into agent-ready inputs.
Leading pick: Crawlee Python
Build and ship code
Coding agents
Discover skills for code generation, repository analysis, pull-request review, testing, debugging, and agentic software engineering.
Leading pick: Antigravity Awesome Skills
Search private knowledge
RAG and knowledge
Use these skills to ingest documents, index knowledge, retrieve relevant context, and make agents better at answering with grounded sources.
Leading pick: Milvus
Operate web apps
Browser automation
Find skills that help agents click through websites, fill forms, test user flows, verify UI state, and interact with browser-based tools.
Leading pick: SeleniumBase
Investigate faster
Research agents
Browse skills for market research, web research, summarization, source comparison, report writing, and evidence-backed analysis.
Leading pick: Claude Scientific Skills
Automate repeated work
Workflow automation
Find skills for connecting tools, automating operational tasks, scheduling jobs, processing files, and reducing repetitive manual work.
Leading pick: Planning With Files
Parse messy files
Document processing
Find skills for parsing PDFs, extracting tables, running OCR, converting documents, and preparing file content for agent workflows.
Leading pick: PaddleOCR
Analyze datasets
Data analysis
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Leading pick: WrenAI
Manage repositories
GitHub automation
Browse skills for pull requests, issues, repository triage, changelog generation, release notes, and developer workflow automation.
Leading pick: Antigravity Awesome Skills
Verify behavior
Testing and QA
Find skills that help agents generate tests, run browser checks, inspect failures, validate APIs, and keep product flows reliable.
Leading pick: SeleniumBase
Publish consistently
Content automation
Use these skills for drafting posts, repurposing research, preparing markdown, generating summaries, and supporting repeatable content workflows.
Leading pick: Awesome Openclaw Skills
Reduce risk
Security and compliance
Explore skills for vulnerability checks, secret scanning, dependency review, policy validation, and security-aware automation.
Leading pick: Skills
Work with data stores
Database and SQL
Find skills for SQL generation, database inspection, migration review, query optimization, and agent workflows around persistent data.
Leading pick: Graphify
Process rich media
Multimodal media
Browse skills for image, video, audio, transcription, metadata extraction, and multimodal content workflows.
Leading pick: PaddleOCR
Answer users
Customer support
Find skills for ticket triage, support summarization, knowledge lookup, CRM updates, and response drafting.
Leading pick: PaddleOCR
Manage pipeline work
Sales and CRM
Discover skills for lead enrichment, CRM cleanup, outreach preparation, meeting summaries, and sales operations automation.
Leading pick: Nocobase
Coordinate work
Email and calendar
Find skills that help agents summarize inboxes, draft replies, schedule meetings, prepare agendas, and manage follow-ups.
Leading pick: Nanoclaw
Operate local tools
Local desktop
Browse skills for computer-use agents, desktop automation, file operations, local app control, and cross-application workflows.
Leading pick: Agent S