Rankings
Ranked shortlists for choosing agent skills faster.
Refresh cadence
Daily at 02:55 UTC
Latest snapshot
Oct 11, 2026, 2:55 AM UTC
Methodology
ranking-v4-dimensions-2026-08
Default popularity ranking
Most-starred agent skill projects
GitHub stars are a project-level popularity signal. Every repository appears once; nested Skills are evaluated separately by task fit, quality, safety, and real outcomes.
- 1
285K stars and excellent quality signals.
- 2
257K stars and excellent quality signals.
- 3
246K stars and excellent quality signals.
- 4
180K stars and excellent quality signals.
- 5
175K stars and excellent quality signals.
- 6
107K stars and excellent quality signals.
- 7
106K stars and excellent quality signals.
- 8
101K stars and excellent quality signals.
- 9
97K stars and excellent quality signals.
- 10
94K stars and excellent quality signals.
More ranking lenses
Popularity is the default, not the only decision signal.
Outcome evidence
Agent proven
Skills ranked by real agent outcome reports, install attempts, success rate, risk blocks, setup friction, and Trust Score.
Top skills
Recommended
Highest quality
Skills with the strongest blend of adoption, freshness, metadata quality, and agent usage signals.
Top skills
GitHub adoption
Most starred
GitHub projects ordered by public star count. Each repository appears once, so one popular multi-skill repo cannot occupy the whole list.
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
Outcome quality
Success rate
Skills ranked by reported success rate, recent success, output quality, install success, and Trust Score.
Top skills
Install safety
Safe install
Skills with strong Trust Score, safe install paths, low risk blocks, clear licenses, and low setup friction.
Top skills
Agent surface
Codex
Reusable skills and workflows that fit Codex-style coding, repository inspection, testing, automation, and install handoffs.
Top skills
Agent surface
Claude Code
Reusable skills for Claude Code workflows, including coding agents, documentation, research, browser automation, and safe install review.
Top skills
Agent surface
Cursor
Skills that work well for Cursor-powered coding, frontend implementation, repo exploration, and developer productivity workflows.
Top skills
How ranking works
No pay-to-rank. No single-metric winners.
Bounded scores normalize every public ranking score to 0–100. Raw stars or timestamps can order their dedicated lists but are never exposed as a score.
Independent dimensions separate popularity, quality, freshness, agent evidence, evidence confidence, install readiness, and task fit.
Evidence-aware ranking prevents one reported success from outranking broader multi-agent evidence and clearly marks skills that still need a first run.
Daily snapshots use a versioned methodology so published leaderboards remain reproducible and auditable.
Workflow rankings
Best skills by use case
Traditional culture and entertainment
Mysticism · 玄学与自我探索
Explore Liu Yao, BaZi, Zi Wei, Feng Shui and reflection tools. These traditions are not scientifically validated predictions or professional advice. The initial 15 Leon-Drq/6yao skills are owner-published, not runtime-verified.
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
Build and ship code
Coding agents
Discover skills for code generation, repository analysis, pull-request review, testing, debugging, and agentic software engineering.
Leading pick: Agent 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: DocsGPT
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: Webapp Testing
Investigate faster
Research agents
Browse skills for market research, web research, summarization, source comparison, report writing, and evidence-backed analysis.
Leading pick: 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: Skills
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: Canvas Design
Analyze datasets
Data analysis
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Leading pick: BettaFish
Analyze markets
Finance and quant
Find skills for financial research, market data, quant backtesting, portfolio analysis, SEC filings, trading research, and investor workflows.
Leading pick: Equity Research Earnings Analysis
Analyze matches
Sports analytics
Discover skills for football data, World Cup analysis, match prediction, xG, player scouting, video tracking, dashboards, and sports research agents.
Leading pick: Last30days Skill
Manage repositories
GitHub automation
Browse skills for pull requests, issues, repository triage, changelog generation, release notes, and developer workflow automation.
Leading pick: Last30days Skill
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: Webapp Testing
Publish consistently
Content automation
Use these skills for drafting posts, repurposing research, preparing markdown, generating summaries, and supporting repeatable content workflows.
Leading pick: Last30days Skill
Grow distribution
Marketing and growth
Discover skills for SEO research, keyword workflows, content operations, web analytics, lead generation, CRM cleanup, and repeatable growth automation.
Leading pick: Marketingskills
Create assets
Design and creative
Compare AI skills for interface design, architecture diagrams and visual creation. Match the output to your task, then inspect examples, setup and source requirements.
Leading pick: Canvas Design
Plan, generate, and review video
Video creation
Discover skills for AI video prompts, B-roll, short-form editing, explainers, voice-over, captions, and creative production workflows.
Leading pick: Vox Director
Create decks
Presentation generation
Find skills for turning briefs, PDFs, URLs, research notes, and product updates into editable PPTX decks, HTML slides, visual stories, and speaker-ready presentation assets.
Leading pick: Guizang Ppt Skill
Reduce risk
Security and compliance
Explore skills for vulnerability checks, secret scanning, dependency review, policy validation, and security-aware automation.
Leading pick: Skills
Review risk
Legal and compliance
Browse skills for contract analysis, policy review, privacy checks, compliance workflows, governance notes, and document risk review.
Leading pick: Code Review
Teach better
Education and tutoring
Find skills for tutoring, course generation, quiz creation, learning analytics, classroom automation, and structured study workflows.
Leading pick: DeepTutor
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: Last30days Skill
Answer users
Customer support
Find skills for ticket triage, support summarization, knowledge lookup, CRM updates, and response drafting.
Leading pick: DocsGPT
Manage pipeline work
Sales and CRM
Discover skills for lead enrichment, CRM cleanup, outreach preparation, meeting summaries, and sales operations automation.
Leading pick: Academic Research Skills
Coordinate work
Email and calendar
Find skills that help agents summarize inboxes, draft replies, schedule meetings, prepare agendas, and manage follow-ups.
Leading pick: Cli
Operate local tools
Local desktop
Browse skills for computer-use agents, desktop automation, file operations, local app control, and cross-application workflows.
Leading pick: Webapp Testing