CURATED FOR BUILDERS · CLEAR SOURCES
Resolve the right SKILL.md package for your task, agent, system, and permission limits—then inspect the evidence before you install.
SKILL PLAN
Get a minimal 1–3 Skill plan, install order, risks, and a clear finish check.
Build my Skill PlanThree choices. One practical plan. Rules + reviewed metadata only.
Scattered repository, leaderboard, and documentation details become a clear view of source, fit, permissions, and risk.
What job does it really solve?
Which Agent can run it reliably?
What must be checked before install?
BROWSE BY JOB FAMILY
Open an indexable category to compare similar Skills by job, source, limitation, and risk.
WEEKLY SKILLS SIGNAL · SNAPSHOT OCT 18, 2026
Compare latest 7-day install observations with week-over-week growth, repository concentration, and what install telemetry can—and cannot—tell you.
This public leaderboard snapshot contains 96 unique Skill IDs. The analysis separates observed installs from quality judgments, and explains source concentration, coverage, and data limits.
RECOMMENDED READING
Begin with an opinionated five-Skill shortlist, use the 1-3-5 rule to control growth, then remove tools whose role or evidence no longer holds.
SELECTION GUIDES
Three focused guides turn the directory into a smaller, inspectable starting point.
TASK GUIDES
Public guides explain the stack, tradeoffs, finish checks, and stop conditions before you personalize it.
Directory · 100
Switch between the attributed public leaderboard and SkillSignal's additional editorial picks. Neither view uses paid placement.
Browse 500 Skills in the source ranking →On-site profiles and source listings are marked separately.
OverallOriginal rank order
00 / 03
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.
Find Skills is Vercel's discovery workflow for locating and installing reusable Agent Skills.
Discovery quality depends on skills.sh coverage and current network access.
Unreviewed installation · Medium
Pinned · 7407f389
Relentless decision interviews for sharper plans and designs.
The package is a launcher that calls the separate grilling Skill; installing grill-me alone may not include the interview itself.
Decision fatigue · Low
Pinned · c55ee460
Grill With Docs combines deep design questioning with domain-model documentation.
It assumes the repository has, or is willing to adopt, domain glossaries and decision records.
Documentation churn · Medium
Pinned · c55ee460
Browser automation built for repeatable agent workflows.
The checked-in SKILL.md is a discovery stub; full instructions come from the installed CLI version.
Browser-side actions · High
Pinned · d01253d9
Improve Codebase Architecture explores code for architectural friction and proposes deeper modules with smaller interfaces.
Architecture quality depends on change history and domain context that may be incomplete.
Premature refactoring · Medium
Pinned · c55ee460
A practical test-driven development workflow for coding agents.
The workflow needs a functioning test runner and clear public behavior.
False confidence · Medium
Pinned · c55ee460
HyperFrames CLI is the command contract for an HTML-to-video development loop.
It is the CLI workflow, not the full creative or composition-authoring contract; matching reference files and sibling Skills are mandatory for specialized commands.
Public repro, cloud cost, or unsafe partial output · High
Pinned · 58c873d8
HyperFrames is the required entry-point Skill for creating, editing, animating, rendering, or inspecting HyperFrames video projects.
It is an orchestrator for the HyperFrames framework, not a general video editor or a replacement for the specialized Skills it routes to.
Rendering and publication side effects · High
Pinned · 58c873d8
Setup Matt Pocock Skills is a repository configuration scaffold for a family of engineering workflows.
The output is tailored to Matt Pocock's Skill family rather than a universal standard.
Repository configuration changes · Medium
Pinned · c55ee460
Handoff turns the current conversation into a compact continuation document for a fresh agent.
Compression can omit nuance that mattered in the original conversation.
Sensitive context leakage · High
Pinned · c55ee460
Design constraints that push generated interfaces beyond generic AI UI.
Aesthetic judgments remain subjective and still need stakeholder review.
Style over function · Medium
Pinned · 34040c9c
Reddit Automation finds recent high-intent Reddit discussions and drafts short, relevant replies for a human to review.
The Skill only drafts; it does not log in, store credentials, or post on Reddit. A person must review and publish each reply.
Spam, undisclosed promotion, and reputation damage · High
Pinned · 0c9e2b63
Matt Pocock's Triage Skill guides maintainers through incoming project issues—and external pull requests when the tracker config includes them.
The workflow requires correctly configured tracker operations and label vocabulary.
External tracker mutation · High
Pinned · c55ee460
Prototype creates throwaway code to answer one design or logic question.
Prototype code intentionally omits production hardening, persistence, and broad edge-case coverage.
Prototype promoted to production · Medium
Pinned · c55ee460
Media Use is HyperFrames' shared workflow for finding, generating, editing, and reusing video assets such as music, sound effects, images, icons, logos, and voice.
First use requires the HeyGen CLI and sign-in, plus provider configuration; not every operation runs locally or is free.
Asset rights and external providers · High
Pinned · 58c873d8
Grilling stress-tests a plan, decision, or idea as a dependency-aware design tree.
It deliberately delays implementation until the decision tree is complete and explicitly confirmed.
Decision fatigue or recommendation anchoring · Low
Pinned · c55ee460
HyperFrames Animation organizes motion rules, scene blueprints, transitions, motion-blur treatments, Lottie-based character animation, and runtime adapters into a seek-safe workflow built around deterministic timelines.
It assumes a HyperFrames composition and depends on the separate Core contract for timing and deterministic rendering rules.
Motion that cannot be rendered consistently · Medium
Pinned · 58c873d8
HyperFrames Registry helps find reusable video-composition blocks and effect components before you build a named visual from scratch.
Installed snippets are starting points and may still need project-specific IDs, timing, dependencies, and code review.
Third-party code written into a project · High
Pinned · 58c873d8
Design Mobile Apps from designed-by-ai/skills turns a mobile-app brief into generated design work through the Sleek REST API, using a SLEEK_API_KEY.
Free accounts have one-time trial credits (about one design run); sustained use requires a paid plan. The Skill depends on Sleek's remote API, and pricing or limits may change.
Credentials, subscription, and brief privacy · High
Pinned · bd6696bb
HyperFrames Core defines the technical contract for HTML-based video compositions: DOM timing attributes, clips and tracks, sub-compositions, media playback, and deterministic, seekable timelines.
This is a framework-specific implementation contract, not a creative brief, generic HTML tutorial, or full animation reference.
Nondeterministic or blank frames · Medium
Pinned · 58c873d8
HyperFrames Creative handles non-animation direction for videos: concept and composition, design specs, color and typography, narration, beat planning, and audio-reactive ideas.
It intentionally does not own animation implementation and requires HyperFrames Core for technical composition constraints.
Creative scope and brand assumptions · Medium
Pinned · 58c873d8
Domain Modeling turns a codebase's ubiquitous language into an actively maintained engineering artifact.
It documents language and decisions; it does not replace implementation design or domain-expert validation.
Institutionalizing the wrong model · Medium
Pinned · c55ee460
Teach turns the current directory into a persistent learning workspace for one topic across many sessions.
It is for a sustained learning project, not a one-off explanation or an instant answer.
Untrusted teaching sources or unwanted workspace writes · Medium
Pinned · c55ee460
Codebase Design supplies a shared vocabulary for reviewing modules, interfaces, seams, adapters, leverage, locality, and testability.
The vocabulary helps critique design but does not produce a correct architecture automatically.
Premature abstraction · Medium
Pinned · c55ee460
PUBLISHED WEIGHTS · NO PAID BOOSTS
Top Skills uses six published metadata signals and follows the same formula for every Skill.
PRACTICAL GUIDES · CLEAR SOURCES
