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Agent Orchestration
Skill

/simplify

Reduce a change to the minimum that solves the problem. Use when code is over-engineered or a diff is bloated.

BOOST
From plugin
loopkit
75553 skills1 agent4 commands2 MCP
Install
$ npx -y skills add Archive228/loopkit --skill simplify --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/simplify

Context preview

The summary Claude sees to decide when to auto-load this skill.

Reduce a change to the minimum that solves the problem. Use when code is over-engineered or a diff is bloated.

SKILL.md

simplify.SKILL.md
name: simplify
description: Reduce a change to the minimum that solves the problem. Use when code is over-engineered or a diff is bloated.
when_to_use: over-abstraction, a 200-line diff for a small ask, premature generality

Simplify

Over-engineering is the default failure mode. Cut it:

  • **Premature abstraction** — a class/strategy/factory for one caller. Inline it. Abstract on the THIRD use, not the first.
  • **Speculative config** — a parameter/flag/env var for something that never changes. Hardcode it until there's a real reason.
  • **Dead flexibility** — an interface with one implementation, a generic with one type. Delete the indirection.
  • **Defensive noise** — null checks on values that can't be null, try/except for errors that can't happen. Handle only real failure modes.

Test: can you justify every changed line by a direct connection to what was asked? If a line is there "while I was in there", revert it.

Ships withloopkit

33 battle-tested skills + minimal .claude harness for any coding agent (Claude Code, Cursor, Codex, Gemini CLI).

Get the whole plugin

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