How to build a skill stack for your workflow

One skill improves a task. A stack improves a workflow.

That difference matters more than it sounds. Most people don’t get stuck on individual tasks — they get stuck in sequences. Research, write, review, publish. Debug, test, review, commit. A skill that only covers one step leaves everything else exactly as inconsistent as before.

A stack covers the loop.

Start with your actual week, not an ideal one

Before you pick anything, spend five minutes writing down the work you do repeatedly. Not the glamorous version — the real repeated tasks that eat time or produce inconsistent results.

Developers usually land on: code review, debugging, writing tests, documenting APIs.

Marketers land on: keyword research, writing briefs, reviewing ad copy.

Founders land on: synthesizing user feedback, writing product specs, board prep.

Freelancers land on: proposals, client briefs, scoping documents.

Pick the two or three that happen every week and produce inconsistent output. Those are your targets. Everything else can wait.

Every good stack needs an anchor

The anchor is the skill that defines the core job. Everything else supports it.

For a writing workflow, the anchor is probably a research and writing skill. The other skills — brand guidelines, SEO check, quality review — exist to make that anchor land better.

For a development workflow, the anchor might be a senior engineer or code review skill. Supporting skills handle testing, docs, and deployment readiness.

Without an anchor, you end up with five unrelated skills that don’t reinforce each other. That’s not a stack — it’s a collection.

Add supporting skills around the anchor

Once you have the anchor, ask what needs to happen before it and after it.

Before the main task you usually need:

• Research or context gathering
• A brief or spec
• Competitive framing

After the main task you usually need:

• Quality review
• Formatting for a specific channel
• Handoff docs

A well-built stack covers the input, the core work, and the output. If you think of it as a mini production line for one type of job, you’re on the right track.

Three to five skills, not ten

More than five and you start installing things because they look interesting, not because they actually support the same workflow.

Before adding anything new, ask:

• Does this support the same core workflow?
• Would I use this every time I run the stack?
• Is this already handled by a skill I have?

If a skill only applies sometimes, put it in a separate stack. Don’t let it pollute this one.

Starter stacks that actually get used

Development: Senior Engineer + PR Review Expert + API Test Suite Builder. Covers the build-review-test loop.

Content: Content Research Writer + Copy Editing + AI SEO Optimizer. Research-backed drafts with built-in quality control.

Founder ops: CEO Advisor + Strategic Alignment + Board Deck Builder. The recurring executive rhythm — strategy, alignment, governance.

Design: UX Researcher + Design System + Design Critique. Research to system to review.

Browse ready-made stacks if you’d rather start from a curated combination than build from scratch.

Test before you trust it

Before you rely on a stack on real work, run it on one complete job end to end. Not individual skills in isolation — the whole sequence.

You’ll find the gaps fast. Usually it’s a missing step between skills, or an output format that doesn’t feed cleanly into the next skill’s input. Much better to find that during a test than on something that matters.

Your stack should shrink over time, not grow

The natural instinct is to keep adding. Resist it.

An unused skill is dead weight — it adds context load and contributes nothing. The best stacks are the ones you actually run every week. Three skills you trust beats ten you forget about.

Delete anything you haven’t used in a month. If you installed it speculatively, it can go.

Curious about how skills interact with custom instructions? The comparison guide covers how to split your setup between the two.