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Simplify

Bundled Claude Code skill (`/simplify`) that rereads the current diff and rewrites it to be cleaner and more maintainable before commit.

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01

Overview

Simplify is a Claude skill catalogued in LimeDock Directories for teams working across engineering, other. It is tagged for saas, other contexts. Bundled Claude Code skill (`/simplify`) that rereads the current diff and rewrites it to be cleaner and more maintainable before commit. Use this page as the operational brief: install path, how to invoke it, copy-paste prompts, prerequisites, and concrete use cases so your team can adopt it without re-reading every roundup article.

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02

Link

https://medium.com/data-science-collective/the-8-skills-every-claude-code-setup-needs-in-2026-eb7e72cbf91f
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Installation guide

Already bundled with Claude Code—no install. Type `/simplify` after a large generated diff.

Generic install paths

CLI

npx skills add https://medium.com/data-science-collective/the-8-skills-every-claude-code-setup-needs-in-2026-eb7e72cbf91f

**Claude Code plugins** (when published as a marketplace skill)

/plugin marketplace add <org/repo>
/plugin install <skill>@<marketplace>

**Manual** — copy the skill folder into `~/.claude/skills/simplify/` or your project `.claude/skills/`.

Always review `SKILL.md` and bundled scripts before enabling.

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How to use it

/simplify

Run before commits to force complexity reduction on AI-generated code.

**Suggested workflow** 1. Install and enable the skill. 2. Open the target project (or Claude.ai chat) with enough product context. 3. Invoke with a clear goal, constraints, and success criteria. 4. Review the first output against your standards; refine with follow-ups. 5. Save winning prompts / outputs into your team playbook.

If Claude does not auto-select it, mention the skill by name: “Use the Simplify skill…”

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Example prompts

  • “Use the Simplify skill for this task: Clean a large agent diff”
  • “Walk me through how Simplify would approach this step by step, then execute.”
  • “Review my current draft/plan and improve it using Simplify. Call out assumptions.”
  • “Produce a checklist I can reuse whenever we run Simplify on similar work.”
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Use cases and examples

  • Clean a large agent diff
  • Remove redundant abstractions
  • Pre-commit maintainability pass
  • First-week trial of Simplify on a real engineering workflow
  • Document a reusable prompt template for Simplify for your team
  • Combine Simplify with project CLAUDE.md / brand context for on-brand outputs
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Prerequisites

  • Claude Code, Claude.ai (Skills enabled), or an Agent Skills–compatible host
  • Network access if the skill fetches guidelines or calls external tools
  • Project or brand context (CLAUDE.md / product notes) for better outputs
  • Permission to install third-party skills — audit SKILL.md and scripts first
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Tips

  • Keep descriptions/triggers tight so Simplify fires only when relevant (avoids context tax).
  • Prefer one sharp job over a mega-skill that tries to do everything.
  • Pair with verification (tests, review, screenshots) before shipping outputs.
  • Re-audit installed skills monthly — unused skills still cost context every turn.
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Sources