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elegance-pipeline - Claude Code Plugin | ClaudePluginHub

Plugin

elegance-pipeline

Name: elegance-pipeline
Author: ancplua

By ANcpLua

Orchestrate a persistent multi-agent pipeline to evaluate and refactor code elegance across repositories: initialize state, check status, advance stages where scouts identify inelegant files, judges rank them, planner generates tasks, verifier approves plans, and gated implementer applies minimal changes.

npx claudepluginhub ancplua/ancplua-claude-plugins --plugin elegance-pipeline

Popularity

Stars

Top 25%

Med: 0·Avg: 266

Installs

Med: 0·Avg: 1

What's Inside

Slash Commands3

Init

/init

Initialize the elegance pipeline for this repository

Procedure

/run

Run the next ready stage of the elegance pipeline

Status

/status

Show elegance pipeline workflow status

Agents5

elegance-implementer

/elegance-implementer

Implementation agent. Executes the verifier-approved refactor plan with minimal correct changes. Only runs when the implementation signal is READY. Use when running the elegance pipeline implementer phase.

elegance-judge

/elegance-judge

Code elegance judge. Verifies scout findings against the actual codebase and produces the final top-5 ranking. Use when running the elegance pipeline judge phase.

elegance-planner

/elegance-planner

Refactor planner. Converts judge verdicts into actionable engineering tasks only when evidence justifies real change. Use when running the elegance pipeline planner phase.

elegance-scout

/elegance-scout

Read-only code elegance scout. Inspects an assigned scope for the most elegant source files. Use when running the elegance pipeline scout phase.

elegance-verifier

/elegance-verifier

Plan verifier judge. Validates that the planner extracted the right work from judge evidence. Controls the implementation gate signal. Use when running the elegance pipeline verifier phase.

Skills1

elegance-pipeline

/elegance-pipeline

Run a persistent multi-agent code-elegance workflow with 4 scouts, 2 judges, 1 planner, 1 verifier, and 1 gated implementer. Use when evaluating source-file elegance across a repository and optionally converting weaknesses into refactor work.

Stats

Version1.0.3

ReleasedJan 9, 2026

LanguageJavaScript

Stars5

MaintenanceExcellent

LicenseMIT

Last CommitApr 1, 2026

AddedMar 9, 2026

Actions

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Available In

ancplua-claude-plugins5

Safety Signals

Caution

Uses power tools

Uses Bash, Write, or Edit tools

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README

ancplua-claude-plugins

Claude Code plugin marketplace. 13 plugins for parallel agent orchestration, quality gates, and automated enforcement in Claude Code sessions.

What this does

Spawns up to 12 parallel subagents for audits, fixes, and reviews. Each phase is gated — work only advances when the gate passes. No manual babysitting.

Plugins

Plugin	What it does in plain language
exodia	Summons up to 12 AI workers that tackle different parts of your code simultaneously. One finds problems, another fixes them, another reviews the fix — all at the same time
metacognitive-guard	Watches the AI while it works. If it's about to cut corners, guess instead of verify, or say "done" when it isn't — this blocks it before the mistake happens
feature-dev	A guided process for building new things: understand what exists, design the plan, build it, review it. No skipping steps
hookify	Custom tripwires you set up. "Never do X" or "Always check Y before Z." The AI physically cannot proceed if it violates your rules
otelwiki	Built-in reference for OpenTelemetry monitoring standards so the AI writes correct telemetry code instead of guessing
dotnet-architecture-lint	Enforces .NET project structure rules automatically — catches version mismatches and structural violations before they ship
council	Five-agent council for complex tasks. Opus captain decomposes and dispatches, three Sonnet specialists research/synthesize/check, Haiku janitor flags bloat
design-studio	Design intelligence helpers for visual direction, UX patterns, and design-system generation
elegance-pipeline	Multi-agent pipeline that scores code elegance and optionally refactors the weakest files through gated stages
code-simplifier	Simplifies implementations while preserving behavior — measures elegance as problem-complexity / solution-complexity
qyl-instrumentation	Observability orchestration for OpenTelemetry instrumentation across the qyl platform
qyl-continuation	Smart continuation heuristic that reduces unnecessary model calls while preserving quality checks

How does this work without failing?

Every step is a gate. Work only moves forward if the gate says PROCEED. If it says HALT — the work stops, gets diagnosed, and gets fixed before anything else continues. No hoping. No skipping. No "it probably works."

Install

Add the marketplace, then install plugins individually:

# Add the marketplace
/plugin marketplace add ANcpLua/ancplua-claude-plugins

# Install plugins you want
/plugin install exodia@ancplua-claude-plugins
/plugin install metacognitive-guard@ancplua-claude-plugins
/plugin install hookify@ancplua-claude-plugins

Technical details

13 plugins, 28 commands, 6 skills, 25 agents.

Tri-AI review system: Claude, Copilot, and CodeRabbit review PRs independently.

GitHub review automation

Codex review lives in .github/workflows/codex-code-review.yml.

Set the OPENAI_API_KEY repository secret to enable the workflow
Codex runs in a read-only sandbox with drop-sudo
The workflow posts a formal PR review from structured Codex output
Self-review is blocked when a PR only changes Codex review automation files

View full README on GitHub

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elegance-pipeline

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README

ancplua-claude-plugins

What this does

Plugins

How does this work without failing?

Install

Technical details

GitHub review automation

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everything-claude-code

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More by ANcpLua

feature-dev

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Help us improve

ancplua-claude-plugins

What this does

Plugins

How does this work without failing?

Install

Technical details

GitHub review automation