What is elegance-pipeline?

A staged code-cleanup workflow that uses several reviewers, a planner, an implementer, and a verifier. It also includes a separate one-pass code simplifier.

Use it for refactoring and code-quality reviews, or for a single-pass cleanup of a change set.

It separates finding problems, judging them, planning changes, making edits, and checking the result, so cleanup work can be reviewed at each stage.

elegance-pipeline — Plugin for Claude Code by ANcpLua

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/ANcpLua/ancplua-claude-plugins

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline/github.svg)](https://agentmods.dev/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline)

Your own site

<a href="https://agentmods.dev/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline"><img src="https://agentmods.dev/badge/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline"><img src="https://agentmods.dev/badge/plugins/ancplua/ancplua-claude-plugins/elegance-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured The manifest loads nothing itself; its 1 skill, 3 commands, 6 agents cost 323 tokens a session between them.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

elegance-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/elegance-pipeline/.claude-plugin/plugin.json · 24 lines

What it actually says

{
  "$schema": "https://json.schemastore.org/claude-code-plugin-manifest.json",
  "name": "elegance-pipeline",
  "version": "1.2.2",
  "description": "Code-elegance pipeline: 4 scouts, 2 judges, planner, verifier, and a gated implementer, plus a standalone code-simplifier for single-pass diff cleanups. Persistent state with stage gates.",
  "author": {
    "name": "ANcpLua",
    "url": "https://github.com/ANcpLua"
  },
  "repository": "https://github.com/ANcpLua/ancplua-claude-plugins",
  "license": "MIT",
  "keywords": [
    "elegance",
    "code-quality",
    "multi-agent",
    "refactoring",
    "pipeline",
    "scout",
    "judge",
    "simplify",
    "qyl"
  ]
}

Contents

What it installs

The manifest is a name and a version. 1 skill, 3 commands, 6 agents travel with it, and installing the plugin installs all of them — 323 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 24 lines scan A 28c49946e0b2

Subscribe to this mod's changes

elegance-pipeline is a plugin published in the GitHub repository ANcpLua/ancplua-claude-plugins (6 stars, last pushed 2d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Code review ancplua-fleet

elegance-pipeline next to 6 plugins from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
elegance-pipelineANcpLua/ancplua-claude-plugins	Plugin	6	2d ago	MIT	A	—	Claude Code
han-communicationtestdouble/han	Plugin	344	10d ago	MIT	A	—	Claude Code
ai-infra-auto-driven-skillsBBuf/AI-Infra-Auto-Driven-SKILLS	Plugin	1.2k	2d ago	none	A	—	Claude Code
pedantic-coderoborchers/fractional-cto	Plugin	37	17d ago	MIT	A	—	Claude Code
git-prCasper-Studios/casper-marketplace	Plugin	15	12d ago	MPL-2.0	A	—	Claude Code
code-qualitydanielbodnar/skills	Plugin	2	3mo ago	MIT	A	—	Claude Code
second-opinionbenjamcalvin/bootstraps	Plugin	4	yesterday	none	A	—	Claude Code