CURATED FOR BUILDERS · CLEAR SOURCES

Choose the Skill.See the tradeoffs.

Resolve the right SKILL.md package for your task, agent, system, and permission limits—then inspect the evidence before you install.

SKILL PLAN

What do you need to get done?

No LLM

Get a minimal 1–3 Skill plan, install order, risks, and a clear finish check.

Build my Skill Plan

Three choices. One practical plan. Rules + reviewed metadata only.

Sources we compareGitHubskills.shagentskill.shCocoLoop

Understand first. Install second.

Scattered repository, leaderboard, and documentation details become a clear view of source, fit, permissions, and risk.

Traceable sourcesEvidence is the interface
100
public leaderboard Skills
4
source families compared
0
paid ranking signals

BROWSE BY JOB FAMILY

Six Agent Skill categories. One evidence standard.

Open an indexable category to compare similar Skills by job, source, limitation, and risk.

ORIGINAL DATA REPORT

Top 100 Agent Skills in 2026—what the leaderboard actually shows

A source-aware analysis of 100 ranked entries, 92 unique Skill IDs, concentrated sources, and the limits of install popularity.

Read the full report

SELECTION GUIDES

Start from a job, not a pile of Skills

Three focused guides turn the directory into a smaller, inspectable starting point.

TASK GUIDES

Eight jobs. Eight inspectable plans.

Public guides explain the stack, tradeoffs, finish checks, and stop conditions before you personalize it.

Directory · 100

Explore the collection

Switch between the attributed public leaderboard and SkillSignal's additional editorial picks. Neither view uses paid placement.

View ranking formula →

OverallOriginal rank order

00 / 03

Compare shortlist

Select up to three Skills to compare decision signals side by side.

Choose Skills from either directory. Your shortlist stays here while you switch views and filters.

PUBLISHED WEIGHTS · NO PAID BOOSTS

Quality leaders

Top Skills uses six published metadata signals and follows the same formula for every Skill.

Open all rankings →
  1. 01agent-browserBrowser Automation · vercel-labs96
  2. 02frontend-designCode Review & Testing · Anthropic96
  3. 03spreadsheetsDocuments & Data · OpenAI95
  4. 04web-design-guidelinesCode Review & Testing · vercel-labs94
  5. 05documentsDocuments & Data · OpenAI94
  6. 06mcp-builderCode Review & Testing · anthropics/skills94

PRACTICAL GUIDES · CLEAR SOURCES

Find the right Skills for a real task, then inspect the tradeoffs.