Skip to content
Productivity
Skill

/simplify

Improve existing work with focused simplification passes across code, writing, research, operations, or general tasks.

From plugin
cowork-os
544157 skills

Claude Code

$ npx -y skills add CoWork-OS/CoWork-OS --skill simplify --agent claude-code

SKILL.md

simplify.SKILL.md
name: simplify
description: "Improve existing work with focused simplification passes across code, writing, research, operations, or general tasks."
version: "1.0.0"
metadata:
  author: CoWork OS Contributors <info@coworkosapp.com>

Simplify

Purpose

Improve existing work quality while preserving intent and behavior.

Routing

  • Use when: Use when the user asks to simplify or tighten existing outputs, code, docs, reports, plans, or runbooks without changing core intent.
  • Do not use when: Do not use when the user requests net-new content generation from scratch or asks for parallel migrations across many independent targets (use batch).
  • Outputs: A simplified, higher-signal result plus explicit before/after deltas and tradeoffs.
  • Success criteria: The output is materially clearer or leaner while preserving original intent/behavior and keeping changes verifiable.

Trigger Examples

Positive

  • Run /simplify on this patch and make it cleaner without changing behavior.
  • Tighten this report, then run /simplify.
  • Simplify this runbook for on-call use.
  • Use simplify to reduce noise in this proposal.

Negative

  • Migrate 300 files from one framework to another in parallel.
  • Create a new strategy memo from scratch on a topic we have not covered.
  • Install and configure a brand new integration end-to-end.
  • Use batch for broad multi-target migrations instead of simplify.

Parameters

| Name | Type | Required | Description | | --------- | ------ | -------- | ---------------------------------------------------- | | objective | string | No | What to simplify; if empty, use current task context | | domain | select | No | Task domain | | scope | select | No | Simplification scope |

Guidance

  • Read [references/full-guidance.md](references/full-guidance.md) for domain-specific pass checklists and output templates.
  • Preserve behavior/meaning by default; optimize clarity and maintainability.

Runtime Prompt

  • Runtime prompt is defined in `../simplify.json`.
Read more
@cowork-os
Ships withcowork-os

Rent the model. Own everything else. Free, open-source AI app for real work.

Stars on GitHub

Momentum

stars in total
544
Star history of CoWork-OS/CoWork-OS on GitHub, a chart by star-history.com

Other skills on cowork-os.

attack-path-analysis

attack-path-analysis

Use when Codex is already in the attack-path-analysis phase of a security scan or the user explicitly asks to trace a security…

@cowork-os@cowork-osInstall Skill
deep-security-scan

deep-security-scan

Use when the user asks for a deep, exhaustive, multi-pass, or variance-reducing repository-wide Codex Security scan. Run repeated…

@cowork-os@cowork-osInstall Skill
finding-discovery

finding-discovery

Use when Codex is already in the finding-discovery phase of a security scan or the user explicitly asks to discover candidate…

@cowork-os@cowork-osInstall Skill
fix-finding

fix-finding

Use when the user explicitly asks to fix and verify a validated or plausible security finding. Do not use as the primary trigger…

@cowork-os@cowork-osInstall Skill
security-diff-scan

security-diff-scan

Use when the user asks for a security review of a pull request, commit, branch diff, working-tree patch, or other Git-backed…

@cowork-os@cowork-osInstall Skill

More skills from other plugins.

i-have-adhd

i-have-adhd

Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns, suppress…

@ayghri@ayghriInstall Skill
ab-test-analysis

ab-test-analysis

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop…

@phuryn@phurynInstall Skill
distilly

distilly

Set up the owner profile so a personal agent knows who it works for (first-run setup, \"get to know me\"), or distill colleague,…

Questions about simplify.

Which coding agents can use simplify?
simplify installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.