Ext Ops Panel
Abrir o painel

optlens

Debug and explain LP/MILP models: why infeasible, what fixes it, what-if, sensitivity, scenario comparison. Needs pip install 'optlens[scip,mcp]'.

Pacote de plugins · de Jessica Dong

Resumo

optlens é um pacote de plugins para ferramentas de programação com IA publicado por Jessica Dong. Marketplaces que lemos e que o listam: 1 (Community GitHub marketplaces). Vimos pela primeira vez em 2026-10-13 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-13.

O que pede

  • Instala-se como pacote de plugins
  • Configurações: 2

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como plugin do Claude Code

Gerado a partir do que Community GitHub marketplaces declara.

Claude CodeDentro de uma sessão do Claude Code
/plugin marketplace add jjd-lab/optlens
/plugin install optlens@optlens

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Marketplace da comunidade jjd-lab/optlens (Abrir o código no GitHub) Listado 0.0.2 Forks (GitHub): 0
Estrelas (GitHub): 0
Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

Listado em um marketplace da comunidade
MarketplaceRepositórioEstrelas (GitHub)
optlens jjd-lab/optlens 0

Quais marketplaces lemos e como os verificamos

O que o pacote contém

Conforme publicado em Community GitHub marketplaces.

Servidores MCP: 1

  • optlens

Skills: 1

  • optlens

O que mudou

  1. Passou a ser um produto que acompanhamos
  2. Community GitHub marketplaces: apareceu

Plugins semelhantes

Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.

  • optlens

    Debug and explain LP/MILP models: why infeasible, the smallest fix, what-if and sensitivity.

    de jjd-lab · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • SAGE — Solver-Augmented Grounding Engine

    LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

    de pragnakar · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa semelhante

  • contextstellar

    Context engineering plugin for Claude Code — real-time prompt scoring, RLM adaptive weights, and token optimization. Scores every tool use across 5 dimensions (token utilization…

    de sunnypatneedi · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve uma tarefa relacionada

  • Plugin Eval

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

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve uma tarefa relacionada

  • RASON

    Build, solve, and analyze RASON optimization, simulation, data science, and decision models

    de FrontlineSystems · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa relacionada

  • glin

    Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.

    de AkashChatterjee · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve uma tarefa relacionada

  • Sipcode

    Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

    de Anuj7411 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve uma tarefa relacionada

  • Layerz

    Structured financial modeling for AI agents: build, version, audit models, export to Excel.

    de layerzlabs · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa relacionada

  • model-advisor

    Claude model selection advisor — recommends optimal model for each task via shell hook. Zero attack surface.

    de Jaace · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve uma tarefa relacionada

  • swotpal-mcp-server io.github.aprilelevengo/swotpal-mcp-server

    MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)

    de aprilelevengo · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa relacionada

Plugins semelhantes por marketplace

A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?

Listado em Claude Code: claude-plugins-community (5)
  • contextstellar

    Context engineering plugin for Claude Code — real-time prompt scoring, RLM adaptive weights, and token optimization. Scores every tool use across 5 dimensions (token utilization…

    de sunnypatneedi · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • model-advisor

    Claude model selection advisor — recommends optimal model for each task via shell hook. Zero attack surface.

    de Jaace · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • evalloop

    Autonomous prompt optimization using Karpathy's autoresearch pattern. Editable file + fixed eval metric + autonomous improvement loop.

    de kingmadellc · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • lcontext

    Product analytics for AI coding agents. Understand how users navigate your app — where they engage, hesitate, and drop off — then connect behavioral insights directly to code…

    de Lcontext · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • dalykit

    End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…

    de taehyunan-99 · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Claude Code: claude-plugins-official (5)
  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • NVIDIA Skills

    Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…

    de NVIDIA · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • fiftyone

    Build high-quality datasets and computer vision models. Visualize datasets, analyze models, find duplicates, run inference, evaluate predictions, and develop custom plugins.

    de voxel51 · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • DeepEval

    Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

    de confident-ai · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Claude: knowledge-work-plugins (5)
  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    de pixeltable · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • Data

    Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.

    de Anthropic · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • 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

    de techwolf-ai · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

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

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Data Analytics

    Answer product and business questions with data

    de Data Analytics Maintainers · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    de NVIDIA · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Qodo

    Qodo setup, code intelligence, and review workflows.

    de qodo-ai · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • crowdstrike-falcon-foundry

    CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…

    de CrowdStrike · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Codex: openai-curated (openai/plugins), Copilot CLI: github/awesome-copilot, Community GitHub marketplaces, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Community GitHub marketplaces (5)
  • glin

    Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.

    de AkashChatterjee · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Sipcode

    Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

    de Anuj7411 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Jev-Style

    Local 2B and 0.8B decision models: calibrated yes/no, choice and score answers for your agent.

    de lawrence3699 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Tuning Engines - Governed AI Runtime

    Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.

    de cerebrixos-org · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/awesome-copilot (5)
  • jupyter-notebooks

    Create, edit, run, save, and checkpoint Jupyter notebooks in an interactive Copilot canvas.

    de Pierce Boggan · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • phoenix

    Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools, LLM evaluation workflows, and OpenInference tracing…

    de Arize AI · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • dotnet-diag

    Skills for .NET performance investigations, debugging, and incident analysis.

    de dotnet · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • arize-ax

    Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation, datasets, experiments, evaluators, AI provider integrations…

    de Arize AI · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • noob-mode

    Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with…

    de Awesome Copilot Community · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

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

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • code-apps-preview

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

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

Listado em Cursor: cursor/plugins (5)
  • Advisor

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

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • 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.

    de Lauren Tan · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Statsig

    Inspect and manage feature gates, experiments, dynamic configs, and metrics.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Profound

    Track AI visibility, sentiment, and citations.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

Listado em Docker MCP Catalog (5)
  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog · Descreve quase a mesma tarefa

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    de BeehiveInnovations · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • mcp-grafana io.github.grafana/mcp-grafana

    An MCP server giving access to Grafana dashboards, data and more.

    de grafana · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    de wonderwhy-er · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Effect

    Tools and resources for writing Effect code in Typescript.

    de tim-smart · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

Listado em Official MCP Registry (5)
  • optlens

    Debug and explain LP/MILP models: why infeasible, the smallest fix, what-if and sensitivity.

    de jjd-lab · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • SAGE — Solver-Augmented Grounding Engine

    LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

    de pragnakar · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa semelhante

  • RASON

    Build, solve, and analyze RASON optimization, simulation, data science, and decision models

    de FrontlineSystems · Servidor MCP

    Listado em: Official MCP Registry · Descreve uma tarefa relacionada

  • glin

    Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.

    de AkashChatterjee · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve uma tarefa relacionada

  • Sipcode

    Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

    de Anuj7411 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve uma tarefa relacionada

Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Este plugin é seu?

Adicione-o aos seus projetos e prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS. Você recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Community GitHub marketplaces. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado