Home / nguyenthienthanh / aura-frog · GitHub

code-simplifier SKILL.md skillA

code-simplifier from nguyenthienthanh/aura-frog is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add nguyenthienthanh/aura-frog/code-simplifier@git:20261029.30f94d9

Pins git:20261029.30f94d9 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: nguyenthienthanh/aura-frog
Path: archon-os/skills/code-simplifier/SKILL.md
Versions recorded: 1
Latest version: git:20261029.30f94d9, committed Oct 29, 2026
Size: 1,386 bytes
Repository stars: 26
License: MIT

Detect and simplify overly complex code. Apply KISS principle - less is more.

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

> **AI-consumed reference.** Optimized for Claude to read during execution.
> Human-readable explanation: see [docs/architecture/HIERARCHICAL_PLANNING.md](../../../docs/architecture/HIERARCHICAL_PLANNING.md)
> or [docs/getting-started/](../../../docs/getting-started/) depending on topic.

# Code Simplifier

KISS principle. Full guide: `rules/core/simplicity-over-complexity.md`

## Signals → Actions

```toon
signals[5]{signal,action}:
  Deep nesting (>3 levels),Flatten with early returns
  Long function (>30 lines),Extract smaller functions
  Complex conditionals,Use lookup tables
  Over-abstraction,Inline single-use code
  Premature optimization,Remove unless profiled
```

## Targets

```toon
targets[5]{metric,max}:
  Cyclomatic complexity,10
  Nesting depth,3
  Function length,30 lines
  File length,300 lines
  Parameters,3
```

## Before Writing Code Ask

1. Can I delete this? (unused code, dead branches)
2. Can I inline this? (single-use abstractions)
3. Can I flatten this? (nested conditions)
4. Can I use built-ins? (standard library)
5. Is this needed now? (YAGNI)

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add nguyenthienthanh/aura-frog/code-simplifier@sha256:1b15a4d856e9dac7

The line at the top of this page pins the label git:20261029.30f94d9, 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](https://markdownregistry.com/badge/art_xn3ztl4n4c6eiwo5.svg)](https://markdownregistry.com/a/art_xn3ztl4n4c6eiwo5)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 29, 2026.

version	committed	commit	size	audit
git:20261029.30f94d9 latest	2026-10-29	30f94d9	1,386 B	A	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 (1386 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

nguyenthienthanh/aura-frog · 26 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xn3ztl4n4c6eiwo5
GET https://markdownregistry.com/api/v1/resolve?ref=nguyenthienthanh/aura-frog/code-simplifier
GET https://markdownregistry.com/api/v1/blob/1b15a4d856e9dac790167dc4f8e87896c48a66176a90fc79fc12128ad5d5ebe1

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 nguyenthienthanh/aura-frog

AGENTS.md AGENTS.md file

nguyenthienthanh/aura-frog · AGENTS.md

git:20261029.30f94d9 · audit B · 26 stars

AGENTS.md@archon-os AGENTS.md file

nguyenthienthanh/aura-frog · archon-os/AGENTS.md

git:20261029.ef4dc34 · audit A · 26 stars

CLAUDE.md@archon-os CLAUDE.md file

nguyenthienthanh/aura-frog · archon-os/CLAUDE.md

git:20261029.ef4dc34 · audit A · 26 stars

agent-detector SKILL.md skill

nguyenthienthanh/aura-frog · archon-os/skills/agent-detector/SKILL.md · CRITICAL: MUST run for EVERY message. Detects agent, complexity, AND model automatically. Without this, tasks route to…