A journal entry on collecting versus using

A starred repo isn't a skill. It's a bookmark you'll forget.

Somewhere on my GitHub account is a stars list forty deep, and none of it ever touched a real session. Starring costs one click and changes nothing about how you work - the value of a skill only shows up after you install it, point it at something you actually care about, and watch whether the output changes. This note is a case for doing that on purpose: install a handful, judge each one for about a week, and keep only what earns a place in your own workflow.

The shape of this whole page

  1. Collecting: Starring a repo
  2. Installing: Actually pulling it in
  3. Using: Running it on real work
  4. Judging: A week of honest reads
  5. Judging ends in a decision
    • Keeping
    • Deleting
as of 29 July 2026

Every star count below is a single reading from the GitHub API, taken on 29 July 2026. Treat it as a photograph, not a live counter - most of these numbers have already moved by the time you read this.

How the installs below actually work

Most of the twenty-four skills below install the same way: point the skills CLI at a GitHub repo and it does the rest. A handful of flags are worth knowing before you start, because none of the cards below repeat them.

--listsee what a repo actually contains before committing to it
--skill <name>pull one skill out of a repo that bundles several
-a claude-codetarget a specific agent instead of the default
-ginstall once, globally, instead of per project

How the install actually happens

  1. Pick a skill: From the catalog below
  2. npx skills add <owner>/<repo>: or /plugin install ... for the odd one out
  3. The agent picks it up: No restart, no config file
  4. You use it on real work: Not a toy example

The npx skills add <owner>/<repo> form covers most, but not all, of what follows - a couple use a different path entirely, and each card below shows the exact command it actually needs. Whatever a card says, the repo's own README is still the final word.

01

The collector's trap

A star costs one click and changes nothing about how you work.

I used to treat a starred repo like a decision already made, as if clicking the star had done the work of adopting the skill. It hadn't. The repo sat in a list I revisited maybe twice a year, usually to add one more star to it. A skill you never installed is worth exactly what a skill you never found is worth: nothing. The list itself started to feel like progress, and that's the trap - collecting is easy to mistake for curating, because both produce a longer list.

That's not an argument against keeping a list in the first place - a good one is still a fine place to start. The twenty-four below are real, working repos, not vaporware. The problem is never the list itself. It's stopping at it.

02

What changes the moment you install one

Nothing, until you actually run it against work you care about.

Installing a skill doesn't prove anything either - it just moves the question from "does this exist" to "does this help", and the second question is one you can actually answer. Point a newly installed skill at real work: a real code review, a real design pass, a research question you already needed answered. Then read the result the way you'd read a colleague's first draft - not whether it's impressive, but whether it changed the actual outcome or just the vocabulary around it.

This is also where the flags above earn their keep: --list before you commit to anything, --skill <name> when a repo bundles more than you need, -g once something has proven itself enough that you want it everywhere.

03

How to actually judge a skill in a week

Long enough to notice a habit, short enough that you don't forget you're testing it.

01

Day 1: install it and use it once, on purpose

Not a toy example - a real task you would have done anyway.

02

Days 2 to 5: use it without being reminded

The real signal isn't whether it works when you remember to reach for it. It's whether you reach for it unprompted, on a task where you'd forgotten it was even installed.

03

End of week: compare the actual output

Not the process, the output. Did the code, the design, the research answer change, or did it just arrive dressed differently?

04

Decide, in writing

One line is enough: keep it, drop it, or keep it for one specific situation only. Writing it down is what makes the next skill on this list faster to judge than this one was.

The week-one decision

  1. Day 1: Install it, use it once, on purpose
  2. Days 2 to 5: Use it without being reminded
  3. End of week: Compare the actual output
  4. Then decide
    • It earned its place: Keep
    • It didn't change your output: Delete
04

When to delete one

Curation is a discipline, not a one-time cleanup.

Delete a skill the moment it stops changing your output and starts running purely out of habit. That's a different failure than a skill that never worked - this one worked once, earned its install, and then quietly became overhead. The tell is usually the same: you notice it sitting in a list of installed things and can't remember the last time it actually mattered.

A shelf of twenty-four installed-but-idle skills isn't meaningfully better than a shelf of twenty-four starred-but-never-installed ones. The size of either list was never the point.

05

What to try first, and how to judge it

Twenty-four repos, sorted by what they are actually for - workflow, cost, code, writing, design, research and content - each one framed as what to try first and how to judge it.

24 of 24 skills shown

WorkflowSetups, methodology and the tools you reach for before writing a single line.
Workflow

superpowers

A skills framework and development methodology built to survive daily use, not just a demo.

262,819 stars

as of 29 July 2026

Repo
/plugin install superpowers@claude-plugins-official
Workflow

gstack

One founder's full Claude Code setup: 23 opinionated role-tools covering CEO, design, eng management, release, docs and QA.

125,025 stars

as of 29 July 2026

Repo
npx skills add garrytan/gstack
Workflow

skill-creator

Anthropic's public Agent Skills collection - skill-creator is one skill living inside a much larger repo.

164,874 stars

as of 29 July 2026

Repo
npx skills add anthropics/skills
Workflow

skills CLI

The open-source installer and registry CLI behind most of the entries on this page - not a skill you install, the tool you install with.

27,482 stars

as of 29 July 2026

Repo
npx skills
Workflow

claude-hud

A Claude Code plugin that shows context usage, active tools, running agents and todo progress at a glance.

26,912 stars

as of 29 July 2026

Repo
npx skills add jarrodwatts/claude-hud
CostSkills that exist purely to spend fewer tokens on the same work.
Cost

caveman

Trims roughly 65 percent of tokens by forcing terse, stripped-down answers.

93,993 stars

as of 29 July 2026

Repo
npx skills add JuliusBrussee/caveman
Cost

rtk

A CLI proxy that cuts token spend 60 to 90 percent on common dev commands - a single Rust binary, no dependencies.

73,706 stars

as of 29 July 2026

Repo
npx skills add rtk-ai/rtk
CodeCoding philosophy, review and making sense of a codebase.
Code

ponytail

Pushes the agent to think like the laziest senior dev in the room, where the best code is the code you never had to write.

91,043 stars

as of 29 July 2026

Repo
npx skills add DietrichGebert/ponytail
Code

codex

Calls OpenAI Codex from inside Claude Code to review work or hand off a task.

30,266 stars

as of 29 July 2026

Repo
npx skills add openai/codex-plugin-cc
Code

graphify

Turns a codebase, its docs, schemas, configs and PDFs into a queryable knowledge graph, built with local deterministic parsing and no vector store.

97,872 stars

as of 29 July 2026

Repo
npx skills add Graphify-Labs/graphify
WritingShaping and cleaning up whatever the agent puts into words.
Writing

i-have-adhd

Stops the agent burying the answer under preamble - output shaped to be ADHD-friendly.

12,910 stars

as of 29 July 2026

Repo
npx skills add ayghri/i-have-adhd
Writing

avoid-ai-writing

Audits and rewrites text to strip out the tells of AI-generated writing.

2,665 stars

as of 29 July 2026

Repo
npx skills add conorbronsdon/avoid-ai-writing
Writing

humanizer

Strips the telltale signs of AI-generated writing out of a piece of text.

31,855 stars

as of 29 July 2026

Repo
npx skills add blader/humanizer
DesignTaste, UI craft, motion and visual output.
Design

ui-ux-pro-max

Design judgment for building professional UI and UX across multiple platforms.

111,206 stars

as of 29 July 2026

Repo
npx skills add nextlevelbuilder/ui-ux-pro-max-skill
Design

taste-skill

Gives the agent taste, so it stops defaulting to boring, generic output.

68,679 stars

as of 29 July 2026

Repo
npx skills add Leonxlnx/taste-skill
Design

impeccable

A design language meant to make an AI harness noticeably better at design work.

52,289 stars

as of 29 July 2026

Repo
npx skills add pbakaus/impeccable
Design

hyperframes

Write HTML, get rendered video out the other end - built for agents, not editors.

38,440 stars

as of 29 July 2026

Repo
npx skills add heygen-com/hyperframes
Design

emil

A set of skills for design engineers, focused on the craft of interface animation.

22,147 stars

as of 29 July 2026

Repo
npx skills add emilkowalski/skills
Design

gsap

GreenSock's own skills, teaching an agent correct GSAP usage, patterns and plugins.

12,569 stars

as of 29 July 2026

Repo
npx skills add greensock/gsap-skills
ResearchFinding and structuring information from the open web.
Research

last30days

Researches a topic across Reddit, X, YouTube, Hacker News, Polymarket and the open web, then synthesizes a grounded summary.

54,707 stars

as of 29 July 2026

Repo
npx skills add mvanhorn/last30days-skill
Research

agent-browser

A browser automation CLI built specifically for AI agents.

39,441 stars

as of 29 July 2026

Repo
npx skills add vercel-labs/agent-browser
ContentVideo, copy and the work of publishing something.
Content

remotion

Remotion's own agent skills for building videos with their React framework.

4,131 stars

as of 29 July 2026

Repo
npx skills add remotion-dev/skills
Content

marketingskills

A marketing skill set covering CRO, copywriting, SEO, analytics and growth engineering.

42,179 stars

as of 29 July 2026

Repo
npx skills add coreyhaines31/marketingskills
Content

social-media-skills

A personal social media content pack, shared free by its own author.

2,022 stars

as of 29 July 2026

Repo
npx skills add charlie947/social-media-skills

Not a shelf of stars anymore. A shortlist you actually ran.

None of this works if the list stays a list. Install two or three from whichever group matches what you're stuck on this week, use them without being reminded to, and delete the ones that turn out to be just vocabulary. Curation beats collection, not because collecting is wrong, but because it's free - and the parts of your workflow that are actually yours were never going to be free.

Install before you judgeA week is enoughDelete what doesn't fitCuration beats collection
Best Agent Skills field notes · Install - Use - Judge - Keep or delete