AI coding assistants have moved past autocomplete. The developers getting the most out of them today aren’t just writing better prompts. They’re giving their agents skills: reusable, shareable packages of expertise that change how the model plans, writes, tests and reviews code.
If you use Claude Code, a small set of community and Anthropic-built skills has become the standard toolkit. In this post we cover four that are worth installing now: Frontend Design, Superpowers, ECC (Everything Claude Code) and the Karpathy guidelines, plus how to combine them without overloading your setup.
First, what is a “skill”?
A skill is a folder containing a SKILL.md file: a short YAML header (a name and a description of when to use it) followed by instructions. It can also bundle scripts, templates and reference docs. Skills follow the open Agent Skills standard, so the same format works across Claude Code, the Claude apps and the Claude API.
The clever part is progressive disclosure. Claude only keeps each skill’s one-line description in context. The full instructions load when your request matches that description, or when you call the skill directly with /skill-name. You can install dozens of skills without crowding the context window.
Skills can live in three places:
- Personal:
~/.claude/skills/, available in every project on your machine. - Project:
.claude/skills/inside a repo, committed and shared with your team. - Plugins: bundles of skills, agents, commands and hooks installed from a marketplace with
/plugin install.
Most of the popular skill sets below ship as plugins, so installation takes one or two commands.
1. Frontend Design: UIs that don’t look AI-generated
Ask any model for a landing page and you’ll often get the same result: centred hero, gradient accent, a grid of identical rounded cards. Anthropic’s frontend-design skill exists to break that habit.
It asks Claude to work like the design lead of a studio whose clients reject anything templated. In practice, that means:
- Ground the design in the subject. A dashboard for financial analysts and a toy site for kids should look nothing alike. Claude identifies the product, audience and primary job before choosing anything visual.
- Plan before coding. Claude drafts a compact token system first: a 4–6 colour palette, deliberate typefaces, a layout concept. It checks that plan against the brief and revises anything that reads as a generic default.
- Avoid known “AI tells”. The skill names the clichés: cream backgrounds with terracotta accents, ALL-CAPS eyebrow labels on every section, the SaaS card kit, fade-in animations on every element.
- Keep a quality floor. Responsive layouts, visible keyboard focus, reduced-motion support and accessible contrast.
Install:
/plugin install frontend-design@claude-plugins-official
Use it when: you’re building a new UI, landing page or component library, or redesigning one that feels bland.
2. Superpowers: a full engineering methodology for your agent
Superpowers, created by Jesse Vincent, is one of the most-starred skill projects on GitHub. It’s less a single skill than a complete development process built from composable skills, with Claude made to follow it.
A typical Superpowers session runs like this:
- Brainstorming: before any code, Claude asks questions to refine the idea and presents a design in sections for your approval.
- Isolated workspace: it creates a git worktree on a new branch and confirms the tests pass before touching anything.
- Planning: the approved design becomes small tasks, each with file paths and verification steps.
- Execution: either subagent-driven (a fresh subagent per task, reviewed between steps) or inline in one session.
- Test-driven development: strict red-green-refactor throughout.
- Code review and finish: critical issues block progress, and the session ends with a verified branch ready to merge or open as a PR.
Two skills are useful even on their own: systematic-debugging, a four-phase root-cause process that stops the agent from guessing at fixes, and verification-before-completion, which stops Claude from claiming something works until it has run the checks.
Install:
/plugin install superpowers@claude-plugins-official
Use it when: you’re building real features and want the agent to behave like a disciplined senior engineer rather than a fast but careless one.
3. ECC (Everything Claude Code): the batteries-included harness
If Superpowers is a methodology, ECC is a full toolbox. Maintained by affaan-m on GitHub, it describes itself as an “agent harness operating system” and bundles:
- Dozens of specialised subagents, such as
planner,architect,tdd-guide,code-reviewer,security-reviewerandbuild-error-resolver, each with its own context and tool permissions. - Well over 200 skills spanning TDD, security review, end-to-end testing, frontend, data, ML and operations.
- Hooks that enforce checks outside the model’s prompt, plus session summaries and continuous learning (“instincts” learned from your sessions).
- Opt-in rules organised as common standards plus language-specific packs.
ECC targets Claude Code first, with support for Codex and partial adapters for Cursor, OpenCode, Gemini and others.
Install:
/plugin marketplace add https://github.com/affaan-m/ECC
/plugin install ecc@ecc
Two tips from the project’s own docs: rules aren’t shipped with the plugin, so copy only the packs you need. And use one install method per tool, because stacking methods duplicates skills and hooks.
Use it when: you want a broad, ready-made agent team and are willing to trim it to fit your stack.
4. Karpathy guidelines: one file that fixes common LLM coding habits
Not every useful skill is large. The andrej-karpathy-skills project is a single CLAUDE.md based on Andrej Karpathy’s observations about where LLMs go wrong when coding: unchecked assumptions, over-engineering, and edits that sprawl across unrelated code. It boils down to four principles:
- Think before coding: state assumptions, surface trade-offs, and ask when something is unclear.
- Simplicity first: write the minimum code that solves the problem, with no speculative features or one-off abstractions.
- Surgical changes: touch only what the task requires, and mention unrelated dead code rather than deleting it.
- Goal-driven execution: define success criteria you can verify, such as a failing test that reproduces the bug.
Install as a plugin:
/plugin marketplace add forrestchang/andrej-karpathy-skills
/plugin install andrej-karpathy-skills@karpathy-skills
Or append the file to your project’s existing CLAUDE.md. The guidelines favour caution over speed, so expect a little more back-and-forth on trivial tasks.
Use it when: you want smaller, more reviewable diffs and fewer surprise refactors, whatever else you have installed.
How to combine them
These tools overlap, so more isn’t always better. A sensible starting stack:
- Everyday coding: Karpathy guidelines plus Superpowers. The guidelines keep each change small; Superpowers adds structure for larger features.
- UI work: add Frontend Design.
- Teams that want specialists: try ECC, but pick one primary workflow. ECC and Superpowers both include TDD, planning and review flows, and running both at full strength can lead to conflicting instructions.
Then add your own. A project skill that captures your team’s conventions (how you name services, which test framework you use, how you deploy) often pays off more than any public plugin. Anthropic’s skill-creator skill can help you write and test one.
A note on safety
Skills and plugins are instructions, scripts and hooks that run with your agent’s permissions. Before installing, skim the SKILL.md files and hook scripts, prefer well-maintained sources, and review what a plugin can run on your machine, the same way you would with any dependency.
Getting started
The quickest win: install one skill set today, use it on a real task, and compare the result with your usual workflow. Most developers notice the difference within a single session, through fewer rewrites, better tests and UIs that look designed rather than generated.
At Timus Consulting, we help engineering teams adopt AI-assisted development safely: choosing the right tools, building custom skills around internal standards, and integrating agents into enterprise and security workflows. Get in touch to see how Claude and agent skills can speed up your delivery.



