simplify SKILL.md skillA

simplify from vanducng/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vanducng/skills/simplify@v0.2.0

Pins v0.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vanducng/skills
Path
skills/simplify/SKILL.md
Versions recorded
6
Latest version
v0.2.0, committed Oct 7, 2026
First version recorded
Jun 14, 2026
Size
5,795 bytes
Repository stars
8
License
MIT

Reduce the complexity of existing code without changing behavior - deep nesting, long functions, dead code, unclear names, the wrong abstraction. Use after a feature works but reads heavier than it should, or to clean up code written under time pressure. Pass `--aggressive` to reshape a working feature into the form it should have had from day one (delete proven-dead compatibility paths). `--scan` lists aggressive candidates only. Triggers: 'simplify this', 'clean up this code', 'reduce…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# simplify

> Reduce-time discipline: make existing code easier to read without changing what it does.

The goal is **not fewer lines** - it's code a new teammate understands faster. Every change must pass one test: would someone reading this for the first time grasp it quicker than the original? If not, it's churn, not simplification. Not for hot paths where the simpler form is measurably slower, or a module about to be rewritten wholesale.

Prefer simplify when the code is correct but cluttered. If the user invokes /simplify by name, run it even while the change is still being designed or still misbehaving. A bug-only task with no simplify request stays vd:fix. Judging someone's diff is `vd:code-review` (report-only).

| Mode | When | Behavior |
|---|---|---|
| **default** | Reads heavy, shape is right | Behavior frozen; readability only |
| `--aggressive` | Shape is historical (compat flags, dead aliases) | Follow [`references/aggressive.md`](references/aggressive.md) |
| `--scan` | Want the candidate list first | Same as aggressive, no edits |

## Hard rules
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vanducng/skills/simplify@sha256:74879319a037c90f

The line at the top of this page pins the label v0.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mobpicwujjnsqjkr.svg)](https://markdownregistry.com/a/art_mobpicwujjnsqjkr)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jun 14, 2026 and Oct 7, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
v0.2.0 latest2026-10-07 2ab1959 5,795 BA view · diff
v0.2.02026-09-11 9e58ef3 5,694 BA view · diff
v0.2.02026-08-23 87cd06b 7,387 BA view · diff
v0.1.02026-07-24 51405ee 6,603 BA view · diff
v0.1.02026-07-10 6f1e7cf 6,641 BA view · diff
v0.1.02026-06-14 560f72b 6,620 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5795 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

vanducng/skills · 8 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mobpicwujjnsqjkr
GET https://markdownregistry.com/api/v1/resolve?ref=vanducng/skills/simplify
GET https://markdownregistry.com/api/v1/blob/74879319a037c90f96d0d38d931e14288b71ffb2b13bce63955e5f3d0cbd5119

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from vanducng/skills

AGENTS.md AGENTS.md file
vanducng/skills · AGENTS.md
git:20260724.51405ee · audit A · 8 stars
CLAUDE.md CLAUDE.md file
vanducng/skills · CLAUDE.md
git:20260603.3672559 · audit B · 8 stars
agent-browser SKILL.md skill
vanducng/skills · skills/agent-browser/SKILL.md · Drive web pages with the agent-browser CLI (Playwright engine) - the primary local browser driver. Connect over CDP to…
v0.2.0 · audit A · 8 stars
agent-readiness SKILL.md skill
vanducng/skills · skills/agent-readiness/SKILL.md · Scores how ready a repository is for AI coding agents to work in it effectively, then remediates the gaps - grades…
v1.1.0 · audit A · 8 stars
alter SKILL.md skill
vanducng/skills · skills/alter/SKILL.md · Inspect and safely change Alter, the native macOS AI assistant from alterhq.com, without going through its GUI. Audit…
v1.0.0 · audit A · 8 stars
apidesign SKILL.md skill
vanducng/skills · skills/apidesign/SKILL.md · Design stable, hard-to-misuse interfaces - REST/GraphQL endpoints, module boundaries, type contracts, component props…
v0.2.0 · audit A · 8 stars
asciinema SKILL.md skill
vanducng/skills · skills/asciinema/SKILL.md · Record a scripted terminal demo of a CLI or TUI with asciinema: hidden fixture setup, commands typed on screen, TUI…
v1.0.0 · audit A · 8 stars
aside-browser SKILL.md skill
vanducng/skills · skills/aside-browser/SKILL.md · Read when you need a browser, or have to work across user's logged-in websites (e.g. Gmail, Slack, cloud consoles…
v3 · audit B · 8 stars
astro-airflow SKILL.md skill
vanducng/skills · skills/astro-airflow/SKILL.md · Inspect and debug Airflow on Astronomer (Astro) deployments - DAG runs, task logs, container logs, env vars, and…
v1.2.0 · audit A · 8 stars
auto-loop SKILL.md skill
vanducng/skills · skills/auto-loop/SKILL.md · Drive a Claude Code session toward a verifiable goal until done or a hard cap fires - autonomous loop, no user…
v1.0.0 · audit A · 8 stars
aws SKILL.md skill
vanducng/skills · skills/aws/SKILL.md · Operate AWS accounts and services with the AWS CLI using identity-first, read-before-write, evidence-backed workflows…
v0.1.1 · audit A · 8 stars
better-ui SKILL.md skill
vanducng/skills · skills/better-ui/SKILL.md · Applies exact UI polish values: concentric border radius, optical alignment, layered surface shadows, neutral image…
v1.0.1 · audit A · 8 stars

Every file in vanducng/skills

Other files named simplify

simplify SKILL.md skill
qwenlm/qwen-code · packages/core/src/skills/bundled/simplify/SKILL.md · Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup…
git:20260718.d4db5fc · audit A · 29,081 stars
simplify SKILL.md skill
fcakyon/claude-codex-settings · plugins/simplify/skills/simplify/SKILL.md · This skill should be used when the user asks to "simplify", "clean up the diff", "run simplify", "simplify the…
git:20261107.0574bbb · audit A · 1,200 stars
simplify SKILL.md skill
cowork-os/cowork-os · resources/skills/simplify/SKILL.md · Improve existing work with focused simplification passes across code, writing, research, operations, or general tasks.
v1.0.0 · audit A · 535 stars
simplify SKILL.md skill
sd0xdev/sd0x-harness · skills/simplify/SKILL.md · Wrap-up refactoring — simplify code, eliminate duplication, preserve behavior
git:20260404.1c6641c · audit A · 194 stars
simplify SKILL.md skill
genai-io/san · .san/personas/software-engineer/skills/simplify/SKILL.md · Review changed code for reuse, quality, and efficiency, then clean up what you find — duplicated logic that could reuse…
git:20260717.120e9bb · audit A · 147 stars
simplify SKILL.md skill
haacked/dotfiles · ai/codex/skills/simplify/SKILL.md · Simplify recently changed code for clarity, consistency, and maintainability while preserving behavior. Use after…
git:20260827.f7bfa75 · audit A · 133 stars
simplify SKILL.md skill
sneg55/agent-starter · skills/simplify/SKILL.md · Review changed code for reuse, quality, and efficiency, then fix any issues found.
git:20260615.d335473 · audit A · 74 stars
simplify SKILL.md skill
maquina-app/rails-claude-code · rails-simplifier/skills/simplify/SKILL.md · Simplifies and refines Ruby on Rails code following 37signals patterns and the One Person Framework philosophy, while…
git:20260714.12902ab · audit A · 48 stars

Browse by kind, by grade A, or by owner.