Ext Ops Panel
Open dashboard

refine

Repository debt elimination — heavyweight multi-agent workflows that cross-examine findings into consensus, then apply only the highest-ROI fixes: code, docs

Plugin bundle · by clomia

About

refine is a plugin bundle for AI coding tools published by clomia. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-14 and have recorded no change since. As of our marketplace pass on 2026-10-14.

What it asks for

  • Installs as a plugin bundle
  • Hooks: 4

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add clomia/claude-automata
/plugin install refine@claude-automata

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace clomia/claude-automata (Open the source on GitHub) Listed 0.15.0 Forks (GitHub): 1
Stars (GitHub): 14
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
claude-automata clomia/claude-automata 14

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

Skills: 2

  • code
  • docs

Agents: 1

  • synod

Hooks: 3

  • Elicitation
  • PermissionRequest
  • PreToolUse

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Codexa

    Selective Codex-native codebase intelligence for ambiguous, cross-cutting, or high-risk repository work.

    by Codexa maintainers · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • ardent

    Ardent team skills — planning, review, git workflows, and more

    by Ardent AI · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • 10x-team

    10x-Team gives you an entire engineering team as Claude Code skills. 12 specialized roles — CTO, Product Manager, Principal Architect, Staff Engineer, Engineering Manager, Senior…

    by Jaan-Mustafa · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • kanso

    Claude Code skills that keep AI-written code short and honest. Delete before you add, earn every line.

    by Blake Cyze · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • claude-review-loop

    Automated code review and swarm remediation for large changesets. Spawns adversarial reviewer agents, presents findings interactively, then dispatches fixer agents to remediate…

    by andytango · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • chisel

    Chisel is a Claude Code plugin for PR refinement driven by automated review. Instead of treating local checks as the final evaluator, Chisel assumes the strongest critic is an…

    by crisog · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • nodeflow

    Risk-adaptive workflow skills for coding agents.

    by Nodeflow contributors · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Repowise

    Codebase intelligence for Claude Code. Indexes your repo into five layers (Graph, Git, Docs, Decisions, Code Health) and gives Claude deep understanding of architecture…

    by Repowise · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • catalyst

    Hand a coding session from one agent to another without losing the thread — typed handoff briefs in your repo, lifecycle hooks that write and resume them on Claude Code, Codex and…

    by Adrij Shikhar · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • 10x-team

    10x-Team gives you an entire engineering team as Claude Code skills. 12 specialized roles — CTO, Product Manager, Principal Architect, Staff Engineer, Engineering Manager, Senior…

    by Jaan-Mustafa · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • claude-review-loop

    Automated code review and swarm remediation for large changesets. Spawns adversarial reviewer agents, presents findings interactively, then dispatches fixer agents to remediate…

    by andytango · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • chisel

    Chisel is a Claude Code plugin for PR refinement driven by automated review. Instead of treating local checks as the final evaluator, Chisel assumes the strongest critic is an…

    by crisog · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • guild

    Guild turns Claude Code into a self-evolving team of specialist agents for larger software tasks. It plans before execution, selects the right specialists, assembles focused…

    by lookatitude · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-runway

    Prevents subagent tech debt by injecting project architectural context (module boundaries, CLAUDE.md rules, conventions) into every subagent's prompt. Validates code placement and…

    by rennf93 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • code-review

    Automated code review for pull requests using multiple specialized agents with confidence-based scoring to filter false positives

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • code-simplifier

    Agent that simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Focuses on recently modified code.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • pr-review-toolkit

    Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • feature-dev

    Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • Engineering

    Streamline engineering workflows — standups, code review, architecture decisions, incident response, and technical documentation. Works with your existing tools or standalone.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • buildkite

    Official Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and API

    by buildkite · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • security-guidance

    Security review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Qodo

    Qodo setup, code intelligence, and review workflows.

    by qodo-ai · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • CodeRabbit

    AI-powered code review in Codex, powered by CodeRabbit.

    by CodeRabbit AI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Superpowers

    An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.

    by Jesse Vincent · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • Codexa

    Selective Codex-native codebase intelligence for ambiguous, cross-cutting, or high-risk repository work.

    by Codexa maintainers · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • ardent

    Ardent team skills — planning, review, git workflows, and more

    by Ardent AI · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • 10x-team

    10x-Team gives you an entire engineering team as Claude Code skills. 12 specialized roles — CTO, Product Manager, Principal Architect, Staff Engineer, Engineering Manager, Senior…

    by Jaan-Mustafa · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • kanso

    Claude Code skills that keep AI-written code short and honest. Delete before you add, earn every line.

    by Blake Cyze · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • chisel

    Chisel is a Claude Code plugin for PR refinement driven by automated review. Instead of treating local checks as the final evaluator, Chisel assumes the strongest critic is an…

    by crisog · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • ai-ready

    Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…

    by johnpapa · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • work-hub

    Generic cross-repo command center canvas for GitHub Copilot with onboarding, focus planning, repo health, work signals, and session cleanup.

    by James Montemagno · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • software-engineering-team

    7 specialized agents covering the full software development lifecycle from UX design and architecture to security and DevOps.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • modernization-workflow

    Visualize and guide the GitHub Copilot Modernize CLI Assess, Plan, and Execute workflow for .NET, Java, and C++ application repositories.

    by EMEA App GBB · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • copilot-goal-skill

    Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…

    by gsemet · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

  • code-apps-preview

    Build and deploy Power Apps code apps using React, Vite, and Power Platform connectors.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

Has a listing on Cursor: cursor/plugins (5)
  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor Team Kit

    Internal team workflows for CI, code review, shipping, local automation, and verification.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • PR Review Canvas

    Render PR diffs as review canvases grouped by importance.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Sequa.AI

    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

    by sequa-ai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitHub

    Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

    by github · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • GitHub Chat

    A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

    by AsyncFuncAI · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitHub (Archived)

    Tools for interacting with the GitHub API, enabling file operations, repository management, search functionality, and more.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • GitMCP

    Tools for interacting with Git repositories.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Entroly

    Context Assurance for AI agents: context engineering, AI cost optimization, verification.

    by juyterman1000 · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Batch Review

    Git diff and markdown review with a web UI plus MCP stdio for AI agents.

    by hevangel · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • tech-debt-mcp io.github.PierreJanineh/tech-debt-mcp

    MCP Server for analyzing technical debt across multiple programming languages

    by PierreJanineh · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • GitWarren

    Code review on your own machine, for you and your coding agent. Nothing leaves your computer.

    by klarluft · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • dev-changes ai.openhelm/dev-changes

    Turn described changes into reviewed pull requests: propose, triage, review, dependency audits.

    by openhelm.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built