Chalk Labs
Need help deploying vertical-slices?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/mateonunez-vertical-slices
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/vertical-slices
What's inside
- Skill name
vertical-slices- Description
- I organise code by feature, not by layer. In monorepos, every feature is a workspace package; new files live with the feature they belong to, not in a shared utils/ pile. Use when adding a new feature, deciding where a file goes, proposing package structure, or when user says "vertical slice", "package by feature", or "where should this go".
- License
- MIT
- Instructions
- 78 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Vertical slices
Layered organisation (`controllers/`, `services/`, `repositories/`) makes every change a horizontal cut across the whole codebase. One feature edit touches five folders. Tests in one place, code in another, types in a third. Then six months in, every PR is a tour through the entire repo.
I organise by feature instead. A feature owns its handlers, its services, its types, its tests, its migrations, its fixtures. The seam between features is a package boundary, not a layer convention.
The canonical example is [`ait`](../../personal/ait/SKILL.md) — see the package layout in [`personal/ait/references/core-architecture.md`](../../personal/ait/references/core-architecture.md): `@ait/core`, `@ait/connectors`, `@ait/postgres`, `@ait/qdrant`, `@ait/scheduler`, `@ait/gateway`. Each one owns its slice end to end.
## When this skill is active
You are about to:
- Create a new file or directory and have to decide where it goes
- Add a new feature or domain concept
- Propose monorepo package structure
- Refactor code that has accumulated into a shared `utils/` or `lib/` pile
## The decision tree
When deciding where a new file lives, ask in order:
1. **Does it belong to one feature?** → put it inside that feature's package, next to the code that uses it.
2. **Is it shared by 2+ features in the same domain?** → put it in a domain package (e.g. `@scope/auth`, `@scope/billing`).
3. **Is it shared across the whole product, with no domain coupling?** → consider a `@scope/shared` package, but **only if the abstraction is real**. Three callers is the bar. Two is duplication; one is premature.
4. **None of the above?** → you don't know yet. Inline it. Wait for the third caller before extracting.
## Workspace shape
In pnpm monorepos, the slice boundary is enforced by package boundaries:
```
packages/
feature-a/
src/
test/
package.json # name: @scope/feature-a
feature-b/
src/
package.json # depends on "@scope/feature-a": "workspace:*"
apps/
api/
web/
```
Internal deps use `workspace:*`. Scoped names (`@scope/feature`) make the boundary visible at every import site.
## Anti-patterns
- **Shared `utils/` mega-package.** Becomes a junk drawer with no cohesion. Every feature ends up depending on it; nothing depends on a clear contract. Split or delete.
- **Splitting a feature across packages by tier** — e.g. `@scope/auth-controllers`, `@scope/auth-services`, `@scope/auth-repositories`. Re-creates layered organisation at the package level. Collapse to `@scope/auth`.
- **Inventing a feature for a one-off file.** If the file has one caller, it's not a feature, it's an implementation detail. Inline it.
- **Cross-feature imports that bypass the public API.** If `@scope/billing` imports from `@scope/auth/src/internals/`, the boundary is fake. Re-export through the package's `index.ts` or push the shared concept down to a third package.
- **Putting types in a separate `@scope/types` package** when the types belong to one feature. Types live with their owner.
## Useful pnpm scripts for the slice shape
```jsonc
// package.json (root)
{
"scripts": {
"dev": "pnpm run:recursive --parallel dev",
"build": "pnpm run:recursive build",
"test": "pnpm run:recursive test",
"lint": "biome check .",
"run:recursive": "pnpm -r --workspace-concurrency=1 --if-present"
}
}
```
`run:recursive` is a reusable base — `-r` traverses workspaces, `--workspace-concurrency=1` respects build order, `--if-present` skips packages that don't define the script. Override with `--parallel` for dev servers.
## When refactoring an existing horizontal layout
Don't rewrite the world. Pick one feature, slice it vertically into its own package, prove the pattern, then iterate. A half-finished refactor is worse than no refactor.
If the existing codebase is small (<10 files), just leave it. Premature monorepo-isation is a real failure mode.From mateonunez/skills, MIT.
More from mateonunez/skills
- 0.536score
entity-normalization
mateonunez
When data crosses a system boundary into my code, I normalise it into a typed entity with a __type discriminator and a fixed common shape.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
result-not-throw
mateonunez
I return Result<T, E extends Error> from business logic — never throw.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
single-tool-per-job
mateonunez
Biome is enough.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
code-review
mateonunez
Review a diff or PR against my conventions — Result not throw, vertical slices, AItError codes, node:test, Biome, entity normalisation, a11y.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
setup-mateonunez-skills
mateonunez
Scaffold the per-repo conventions my other engineering skills assume — pnpm + corepack, Biome (1.9 legacy or 2.x new), node:test posture, CONTEXT.md, docs/adr/.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
production-observability
mateonunez
Include error telemetry, request context, and queue visibility in production code.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
prototyping
mateonunez
Build a throwaway prototype to flush out a design before committing.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
node-native-tests
mateonunez
I use node:test + borp + c8, not Jest or Vitest.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
fastify-plugin-shape
mateonunez
How I write Fastify plugins — fastify-plugin wrapper, idempotency guard, decorator pattern, withX() helper for TS narrowing, module augmentation.
SkillCFreshness: C★ 8Claude Code +9 - 0.535score
fastify-orama
mateonunez
Knowledge pack for fastify-orama — a Fastify plugin that integrates Orama full-text search with persistence support.
SkillCFreshness: C★ 8Claude Code +9 - 0.531score
grill-me-mateo
mateonunez
Grill me on a plan or change before I write code, but with my canonical four questions baked in — package boundary, error code, vertical slice, ADR.
SkillCFreshness: C★ 8Claude Code +9 - 0.511score
triage
mateonunez
Triage issues through a state machine driven by triage roles.
SkillCFreshness: C★ 8Claude Code +9
Signals
- Stars
- 8
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- May 7, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/mateonunez/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from mateonunez
- 0.536score
entity-normalization
mateonunez
When data crosses a system boundary into my code, I normalise it into a typed entity with a __type discriminator and a fixed common shape.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
code-review
mateonunez
Review a diff or PR against my conventions — Result not throw, vertical slices, AItError codes, node:test, Biome, entity normalisation, a11y.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
result-not-throw
mateonunez
I return Result<T, E extends Error> from business logic — never throw.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
prototyping
mateonunez
Build a throwaway prototype to flush out a design before committing.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
production-observability
mateonunez
Include error telemetry, request context, and queue visibility in production code.
SkillCFreshness: C★ 8Claude Code +9 - 0.536score
fastify-plugin-shape
mateonunez
How I write Fastify plugins — fastify-plugin wrapper, idempotency guard, decorator pattern, withX() helper for TS narrowing, module augmentation.
SkillCFreshness: C★ 8Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get vertical-slices running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
vertical-slices skill. Agent Mart. https://agentmart.dev/skills/mateonunez-vertical-slices (last updated 2026-10-24)